diff --git a/.release-please-manifest.json b/.release-please-manifest.json index 8dc5f12d..08218378 100644 --- a/.release-please-manifest.json +++ b/.release-please-manifest.json @@ -1,3 +1,3 @@ { - ".": "1.37.0" + ".": "1.38.0" } \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index b6969f19..46cadabf 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,30 @@ # Changelog +## 1.38.0 (2026-06-25) + + + +## What's Changed +### Features +* feat(scripts): generate REDIS_PASSWORD on setup, plumb through compose by @tecnomanu in https://github.com/dograh-hq/dograh/pull/458 +* feat(storage): support custom S3 endpoint, signature version, and addressing style by @skymoore in https://github.com/dograh-hq/dograh/pull/461 +* feat(twilio): add Answering Machine Detection (AMD) support via telephony config by @nuthalapativarun in https://github.com/dograh-hq/dograh/pull/443 +### Bug Fixes +* fix: support Gemini JSON schema tools by @snvtac in https://github.com/dograh-hq/dograh/pull/463 +### Documentation +* docs: update Tuner integration to use Dograh provider by @mohamedsalem-bot in https://github.com/dograh-hq/dograh/pull/457 +### Other Changes +* style(docs): add custom green scrollbar by @Gurkirat-Singh-bit in https://github.com/dograh-hq/dograh/pull/434 +* Add Hostinger (managed-Traefik) deployment files by @a6kme in https://github.com/dograh-hq/dograh/pull/459 + +## New Contributors +* @Gurkirat-Singh-bit made their first contribution in https://github.com/dograh-hq/dograh/pull/434 +* @tecnomanu made their first contribution in https://github.com/dograh-hq/dograh/pull/458 +* @skymoore made their first contribution in https://github.com/dograh-hq/dograh/pull/461 +* @snvtac made their first contribution in https://github.com/dograh-hq/dograh/pull/463 + +**Full Changelog**: https://github.com/dograh-hq/dograh/compare/dograh-v1.37.0...dograh-v1.38.0 + ## 1.37.0 (2026-06-19) diff --git a/api/.env.example b/api/.env.example index caca618e..49708591 100644 --- a/api/.env.example +++ b/api/.env.example @@ -18,6 +18,13 @@ ENABLE_AWS_S3="false" # AWS_SECRET_ACCESS_KEY="" # S3_BUCKET="" # S3_REGION="" +# --- S3-compatible servers (MinIO, rustfs, Ceph, ...) --- +# Use the S3 backend (ENABLE_AWS_S3=true) against a non-AWS, S3-compatible +# server by overriding the endpoint and signing. Unlike the MinIO backend, the +# S3 backend emits real presigned URLs, so the bucket can stay private. +# S3_ENDPOINT_URL="" # e.g. https://s3.example.com (blank = AWS default) +# S3_SIGNATURE_VERSION="" # blank = botocore default; set "s3v4" if the server requires SigV4 +# S3_ADDRESSING_STYLE="" # blank = auto; set "path" if the server / TLS cert requires path-style # MinIO Configuration if using containerised MinIO instead of # AWS S3 diff --git a/api/constants.py b/api/constants.py index b7bc9f74..a5b06396 100644 --- a/api/constants.py +++ b/api/constants.py @@ -53,6 +53,17 @@ MINIO_SECURE = os.getenv("MINIO_SECURE", "false").lower() == "true" # AWS S3 Configuration S3_BUCKET = os.environ.get("S3_BUCKET") S3_REGION = os.environ.get("S3_REGION", "us-east-1") +# Optional overrides for S3-compatible backends (e.g. MinIO, rustfs, Ceph). +# S3_ENDPOINT_URL: full URL of a custom S3 endpoint (e.g. "https://s3.example.com"). +# Leave unset to use AWS's default endpoint resolution. +# S3_SIGNATURE_VERSION: botocore signature version used to sign requests and +# presigned URLs. Defaults to None (botocore's default, currently SigV2 for +# presigned URLs). Set to "s3v4" for S3-compatible servers that require SigV4. +# S3_ADDRESSING_STYLE: "auto" (default), "path", or "virtual". Many S3-compatible +# servers and TLS setups require "path". +S3_ENDPOINT_URL = os.environ.get("S3_ENDPOINT_URL") +S3_SIGNATURE_VERSION = os.environ.get("S3_SIGNATURE_VERSION") +S3_ADDRESSING_STYLE = os.environ.get("S3_ADDRESSING_STYLE") # Sentry configuration SENTRY_DSN = os.getenv("SENTRY_DSN") diff --git a/api/db/knowledge_base_client.py b/api/db/knowledge_base_client.py index 7c8b2d5c..d83472d3 100644 --- a/api/db/knowledge_base_client.py +++ b/api/db/knowledge_base_client.py @@ -5,7 +5,7 @@ from pathlib import Path from typing import List, Optional from loguru import logger -from sqlalchemy import select +from sqlalchemy import delete, select from sqlalchemy.orm import selectinload from api.db.base_client import BaseDBClient @@ -300,6 +300,31 @@ class KnowledgeBaseClient(BaseDBClient): logger.info(f"Created {len(chunks)} chunks") return chunks + async def replace_chunks_for_document( + self, + document_id: int, + organization_id: int, + chunks: List[KnowledgeBaseChunkModel], + ) -> List[KnowledgeBaseChunkModel]: + """Replace all chunks for a document with a new precomputed batch.""" + async with self.async_session() as session: + await session.execute( + delete(KnowledgeBaseChunkModel).where( + KnowledgeBaseChunkModel.document_id == document_id, + KnowledgeBaseChunkModel.organization_id == organization_id, + ) + ) + session.add_all(chunks) + await session.commit() + + for chunk in chunks: + await session.refresh(chunk) + + logger.info( + f"Replaced chunks for document {document_id}: {len(chunks)} chunks" + ) + return chunks + async def get_chunks_for_document( self, document_id: int, diff --git a/api/enums.py b/api/enums.py index 2b8ac637..3d43e1b8 100644 --- a/api/enums.py +++ b/api/enums.py @@ -17,6 +17,32 @@ class CallType(Enum): OUTBOUND = "outbound" +class TelephonyCallStatus(str, Enum): + INITIATED = "initiated" + RINGING = "ringing" + IN_PROGRESS = "in-progress" + ANSWERED = "answered" + COMPLETED = "completed" + FAILED = "failed" + BUSY = "busy" + NO_ANSWER = "no-answer" + CANCELED = "canceled" + ERROR = "error" + + @classmethod + def from_raw(cls, value: object) -> "TelephonyCallStatus | None": + if isinstance(value, cls): + return value + + if value in (None, ""): + return None + + try: + return cls(str(value).lower()) + except ValueError: + return None + + class WorkflowRunMode(Enum): ARI = "ari" PLIVO = "plivo" @@ -77,8 +103,6 @@ class WorkflowRunStatus(Enum): class OrganizationConfigurationKey(Enum): - DISPOSITION_CODE_MAPPING = "DISPOSITION_CODE_MAPPING" - DISPOSITION_MESSAGE_TEMPLATE = "DISPOSITION_MESSAGE_TEMPLATE" CONCURRENT_CALL_LIMIT = "CONCURRENT_CALL_LIMIT" TELEPHONY_CONFIGURATION = ( "TELEPHONY_CONFIGURATION" # Stores all providers + active one diff --git a/api/pyproject.toml b/api/pyproject.toml index 1dd184b5..7fa72e21 100644 --- a/api/pyproject.toml +++ b/api/pyproject.toml @@ -1,5 +1,5 @@ [project] name = "dograh-api" -version = "1.37.0" +version = "1.38.0" description = "Backend API for Dograh voice AI platform" requires-python = ">=3.13,<3.14" diff --git a/api/routes/knowledge_base.py b/api/routes/knowledge_base.py index bd0ba046..25b6e43c 100644 --- a/api/routes/knowledge_base.py +++ b/api/routes/knowledge_base.py @@ -373,11 +373,7 @@ async def search_chunks( apply_managed_embeddings_base_url, get_resolved_ai_model_configuration, ) - from api.services.configuration.registry import ServiceProviders - from api.services.gen_ai import ( - AzureOpenAIEmbeddingService, - OpenAIEmbeddingService, - ) + from api.services.gen_ai import build_embedding_service # Try to get user's embeddings configuration resolved_config = await get_resolved_ai_model_configuration( @@ -405,22 +401,20 @@ async def search_chunks( effective_config.embeddings, "api_version", None ) - # Initialize embedding service based on provider - if embeddings_provider == ServiceProviders.AZURE.value and embeddings_endpoint: - embedding_service = AzureOpenAIEmbeddingService( - db_client=db_client, - api_key=embeddings_api_key, - endpoint=embeddings_endpoint, - model_id=embeddings_model or "text-embedding-3-small", - api_version=embeddings_api_version or "2024-02-15-preview", - ) - else: - embedding_service = OpenAIEmbeddingService( - db_client=db_client, - api_key=embeddings_api_key, - model_id=embeddings_model or "text-embedding-3-small", - base_url=embeddings_base_url, - ) + # Manual search runs outside any workflow run, so resolve the MPS + # correlation id here (mint only for orgs already on v2; never create one). + embedding_service = await build_embedding_service( + db_client=db_client, + provider=embeddings_provider, + api_key=embeddings_api_key, + model=embeddings_model, + base_url=embeddings_base_url, + endpoint=embeddings_endpoint, + api_version=embeddings_api_version, + organization_id=user.selected_organization_id, + created_by=str(user.provider_id), + resolve_correlation=True, + ) # Perform search results = await embedding_service.search_similar_chunks( diff --git a/api/routes/organization.py b/api/routes/organization.py index d6599bc8..f599ee5d 100644 --- a/api/routes/organization.py +++ b/api/routes/organization.py @@ -61,6 +61,7 @@ from api.services.configuration.check_validity import UserConfigurationValidator from api.services.configuration.defaults import DEFAULT_SERVICE_PROVIDERS from api.services.configuration.masking import is_mask_of, mask_key, mask_user_config from api.services.configuration.registry import ( + DOGRAH_MULTILINGUAL_AUTODETECT_LANGUAGES, DOGRAH_STT_LANGUAGES, REGISTRY, DograhTTSService, @@ -274,6 +275,7 @@ async def get_model_configuration_v2_defaults( "step": DOGRAH_SPEED_STEP, }, "languages": DOGRAH_STT_LANGUAGES, + "multilingual_languages": DOGRAH_MULTILINGUAL_AUTODETECT_LANGUAGES, "defaults": { "voice": DOGRAH_DEFAULT_VOICE, "speed": 1.0, diff --git a/api/routes/user.py b/api/routes/user.py index 47949436..4a2caa4b 100644 --- a/api/routes/user.py +++ b/api/routes/user.py @@ -388,9 +388,18 @@ class VoiceInfo(BaseModel): preview_url: Optional[str] = None +class VoiceFacets(BaseModel): + """Distinct selector values across a provider's full voice catalog.""" + + genders: List[str] = [] + accents: List[str] = [] + languages: List[str] = [] + + class VoicesResponse(BaseModel): provider: str voices: List[VoiceInfo] + facets: Optional[VoiceFacets] = None @router.get("/configurations/voices/{provider}") @@ -398,6 +407,9 @@ async def get_voices( provider: TTSProvider, model: Optional[str] = None, language: Optional[str] = None, + q: Optional[str] = None, + gender: Optional[str] = None, + accent: Optional[str] = None, user: UserModel = Depends(get_user), ) -> VoicesResponse: """Get available voices for a TTS provider.""" @@ -406,12 +418,16 @@ async def get_voices( provider=provider, model=model, language=language, + q=q, + gender=gender, + accent=accent, organization_id=user.selected_organization_id, created_by=user.provider_id, ) return VoicesResponse( provider=result.get("provider", provider), voices=[VoiceInfo(**voice) for voice in result.get("voices", [])], + facets=result.get("facets"), ) except Exception as e: logger.error(f"Failed to fetch voices for {provider}: {e}") diff --git a/api/schemas/ai_model_configuration.py b/api/schemas/ai_model_configuration.py index 05cfcf0b..a211074b 100644 --- a/api/schemas/ai_model_configuration.py +++ b/api/schemas/ai_model_configuration.py @@ -176,7 +176,7 @@ def _compile_dograh_configuration( embeddings=DograhEmbeddingsConfiguration( provider=ServiceProviders.DOGRAH, api_key=configuration.api_key, - model="default", + model="dograh_embedding_v1", ), is_realtime=False, managed_service_version=2, diff --git a/api/services/auth/depends.py b/api/services/auth/depends.py index 94efae79..4225b6f0 100644 --- a/api/services/auth/depends.py +++ b/api/services/auth/depends.py @@ -457,6 +457,11 @@ async def create_user_configuration_with_mps_key( "api_key": [service_key], "model": "default", }, + "embeddings": { + "provider": ServiceProviders.DOGRAH.value, + "api_key": [service_key], + "model": "dograh_embedding_v1", + }, } effective_config = EffectiveAIModelConfiguration(**configuration) return effective_config diff --git a/api/services/configuration/ai_model_configuration.py b/api/services/configuration/ai_model_configuration.py index a6979528..3aabdae6 100644 --- a/api/services/configuration/ai_model_configuration.py +++ b/api/services/configuration/ai_model_configuration.py @@ -316,6 +316,7 @@ def convert_legacy_ai_model_configuration_to_v2( def dograh_embeddings_base_url() -> str: + # AsyncOpenAI appends "/embeddings"; MPS exposes that under /api/v1/llm. return f"{MPS_API_URL}/api/v1/llm" diff --git a/api/services/configuration/options/google.py b/api/services/configuration/options/google.py index 8852f11b..a16bbe07 100644 --- a/api/services/configuration/options/google.py +++ b/api/services/configuration/options/google.py @@ -1,6 +1,4 @@ GOOGLE_MODELS = ( - "gemini-2.0-flash", - "gemini-2.0-flash-lite", "gemini-2.5-flash", "gemini-2.5-flash-lite", "gemini-3.5-flash", diff --git a/api/services/configuration/registry.py b/api/services/configuration/registry.py index 7e269080..bf3b063e 100644 --- a/api/services/configuration/registry.py +++ b/api/services/configuration/registry.py @@ -15,6 +15,7 @@ from api.services.configuration.options import ( AZURE_SPEECH_TTS_LANGUAGES, AZURE_SPEECH_TTS_VOICES, DEEPGRAM_FLUX_MULTILINGUAL_LANGUAGE_OPTIONS, + DEEPGRAM_FLUX_MULTILINGUAL_LANGUAGES, DEEPGRAM_LANGUAGES, DEEPGRAM_STT_MODELS, GLADIA_STT_LANGUAGES, @@ -315,7 +316,6 @@ OPENROUTER_MODELS = [ "openai/gpt-4.1-mini", "anthropic/claude-sonnet-4", "google/gemini-2.5-flash", - "google/gemini-2.0-flash", "meta-llama/llama-3.3-70b-instruct", "deepseek/deepseek-chat-v3-0324", ] @@ -350,7 +350,7 @@ class GoogleLLMService(BaseLLMConfiguration): model_config = GOOGLE_PROVIDER_MODEL_CONFIG provider: Literal[ServiceProviders.GOOGLE] = ServiceProviders.GOOGLE model: str = Field( - default="gemini-2.0-flash", + default="gemini-2.5-flash", description="Gemini model on Google AI Studio (not Vertex).", json_schema_extra={"examples": GOOGLE_MODELS, "allow_custom_input": True}, ) @@ -1397,6 +1397,10 @@ class GoogleSTTConfiguration(BaseSTTConfiguration): # Dograh STT Service DOGRAH_STT_MODELS = ["default"] DOGRAH_STT_LANGUAGES = DEEPGRAM_LANGUAGES +# Languages auto-detected when the Dograh STT language is "multi". Dograh STT runs +# Deepgram Flux multilingual under the hood, which only auto-detects this subset — +# not the full DOGRAH_STT_LANGUAGES list offered for explicit single-language selection. +DOGRAH_MULTILINGUAL_AUTODETECT_LANGUAGES = DEEPGRAM_FLUX_MULTILINGUAL_LANGUAGES @register_stt @@ -1722,7 +1726,7 @@ class AzureOpenAIEmbeddingsConfiguration(BaseEmbeddingsConfiguration): ) -DOGRAH_EMBEDDING_MODELS = ["default"] +DOGRAH_EMBEDDING_MODELS = ["dograh_embedding_v1"] @register_embeddings @@ -1730,7 +1734,7 @@ class DograhEmbeddingsConfiguration(BaseEmbeddingsConfiguration): model_config = DOGRAH_PROVIDER_MODEL_CONFIG provider: Literal[ServiceProviders.DOGRAH] = ServiceProviders.DOGRAH model: str = Field( - default="default", + default="dograh_embedding_v1", description="Dograh-managed embedding model.", json_schema_extra={"examples": DOGRAH_EMBEDDING_MODELS}, ) diff --git a/api/services/filesystem/s3.py b/api/services/filesystem/s3.py index 9cca89ea..e6b99fa3 100644 --- a/api/services/filesystem/s3.py +++ b/api/services/filesystem/s3.py @@ -1,6 +1,7 @@ from typing import Any, BinaryIO, Dict, Optional import aioboto3 +from botocore.config import Config from botocore.exceptions import ClientError from .base import BaseFileSystem @@ -9,22 +10,56 @@ from .base import BaseFileSystem class S3FileSystem(BaseFileSystem): """S3 implementation of the filesystem interface.""" - def __init__(self, bucket_name: str, region_name: str = "us-east-1"): + def __init__( + self, + bucket_name: str, + region_name: str = "us-east-1", + endpoint_url: Optional[str] = None, + signature_version: Optional[str] = None, + addressing_style: Optional[str] = None, + ): """Initialize S3 filesystem. Args: bucket_name: Name of the S3 bucket region_name: AWS region name + endpoint_url: Optional custom S3 endpoint (e.g. for MinIO/rustfs). + ``None`` uses AWS's default endpoint resolution. + signature_version: Optional botocore signature version (e.g. + ``"s3v4"``). ``None`` keeps botocore's default signing behavior. + addressing_style: Optional S3 addressing style (``"path"`` / + ``"virtual"`` / ``"auto"``). ``None`` keeps botocore's default. """ self.bucket_name = bucket_name self.region_name = region_name + self.endpoint_url = endpoint_url self.session = aioboto3.Session() + # Build a botocore Config only when an override is requested so that the + # default behavior is byte-for-byte unchanged when no env vars are set. + config_kwargs: Dict[str, Any] = {} + if signature_version: + config_kwargs["signature_version"] = signature_version + if addressing_style: + config_kwargs["s3"] = {"addressing_style": addressing_style} + self._config = Config(**config_kwargs) if config_kwargs else None + + def _client_kwargs(self) -> Dict[str, Any]: + """Common kwargs for every ``session.client("s3", ...)`` call. + + Only includes ``endpoint_url`` / ``config`` when configured, so default + deployments behave exactly as before. + """ + kwargs: Dict[str, Any] = {"region_name": self.region_name} + if self.endpoint_url: + kwargs["endpoint_url"] = self.endpoint_url + if self._config is not None: + kwargs["config"] = self._config + return kwargs + async def acreate_file(self, file_path: str, content: BinaryIO) -> bool: try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: await s3_client.put_object( Bucket=self.bucket_name, Key=file_path, Body=await content.read() ) @@ -34,9 +69,7 @@ class S3FileSystem(BaseFileSystem): async def aupload_file(self, local_path: str, destination_path: str) -> bool: try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: await s3_client.upload_file( local_path, self.bucket_name, destination_path ) @@ -59,9 +92,7 @@ class S3FileSystem(BaseFileSystem): disposition on the response. """ try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: params = {"Bucket": self.bucket_name, "Key": file_path} # Make artifacts viewable inline in the browser when requested @@ -100,9 +131,7 @@ class S3FileSystem(BaseFileSystem): async def aget_file_metadata(self, file_path: str) -> Optional[Dict[str, Any]]: """Get S3 object metadata.""" try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: response = await s3_client.head_object( Bucket=self.bucket_name, Key=file_path ) @@ -126,9 +155,7 @@ class S3FileSystem(BaseFileSystem): ) -> Optional[str]: """Generate a presigned PUT URL for direct file upload.""" try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: url = await s3_client.generate_presigned_url( "put_object", Params={ @@ -145,9 +172,7 @@ class S3FileSystem(BaseFileSystem): async def adownload_file(self, source_path: str, local_path: str) -> bool: """Download a file from S3 to local path.""" try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: await s3_client.download_file(self.bucket_name, source_path, local_path) return True except ClientError: @@ -156,9 +181,7 @@ class S3FileSystem(BaseFileSystem): async def acopy_file(self, source_path: str, destination_path: str) -> bool: """Copy a file within S3 (server-side copy).""" try: - async with self.session.client( - "s3", region_name=self.region_name - ) as s3_client: + async with self.session.client("s3", **self._client_kwargs()) as s3_client: await s3_client.copy_object( Bucket=self.bucket_name, Key=destination_path, diff --git a/api/services/gen_ai/__init__.py b/api/services/gen_ai/__init__.py index ec9ba17b..8eceec75 100644 --- a/api/services/gen_ai/__init__.py +++ b/api/services/gen_ai/__init__.py @@ -4,8 +4,11 @@ from .embedding import ( AzureEmbeddingAPIKeyNotConfiguredError, AzureOpenAIEmbeddingService, BaseEmbeddingService, + DograhEmbeddingService, EmbeddingAPIKeyNotConfiguredError, OpenAIEmbeddingService, + build_embedding_service, + resolve_embedding_correlation_id, ) from .json_parser import parse_llm_json @@ -13,7 +16,10 @@ __all__ = [ "AzureEmbeddingAPIKeyNotConfiguredError", "AzureOpenAIEmbeddingService", "BaseEmbeddingService", + "DograhEmbeddingService", "EmbeddingAPIKeyNotConfiguredError", "OpenAIEmbeddingService", + "build_embedding_service", + "resolve_embedding_correlation_id", "parse_llm_json", ] diff --git a/api/services/gen_ai/embedding/__init__.py b/api/services/gen_ai/embedding/__init__.py index 40a04bd3..edd4d193 100644 --- a/api/services/gen_ai/embedding/__init__.py +++ b/api/services/gen_ai/embedding/__init__.py @@ -5,12 +5,17 @@ from .azure_openai_service import ( AzureOpenAIEmbeddingService, ) from .base import BaseEmbeddingService +from .dograh_service import DograhEmbeddingService +from .factory import build_embedding_service, resolve_embedding_correlation_id from .openai_service import EmbeddingAPIKeyNotConfiguredError, OpenAIEmbeddingService __all__ = [ "AzureEmbeddingAPIKeyNotConfiguredError", "AzureOpenAIEmbeddingService", "BaseEmbeddingService", + "DograhEmbeddingService", "EmbeddingAPIKeyNotConfiguredError", "OpenAIEmbeddingService", + "build_embedding_service", + "resolve_embedding_correlation_id", ] diff --git a/api/services/gen_ai/embedding/dograh_service.py b/api/services/gen_ai/embedding/dograh_service.py new file mode 100644 index 00000000..3b22810c --- /dev/null +++ b/api/services/gen_ai/embedding/dograh_service.py @@ -0,0 +1,69 @@ +"""Dograh-managed embedding service. + +Routes embeddings through Dograh's managed proxy (MPS). This mirrors the managed +voice services (``DograhLLMService`` / ``DograhTTSService``): when a server-minted +MPS correlation id is present, it forwards the MPS billing v2 protocol +(``correlation_id`` + ``mps_billing_version``) in the request body so MPS can +authorize and attribute the call. With no correlation id (e.g. a v1 org) it +behaves like a plain OpenAI-compatible call, which MPS accepts. + +Keeping this in a subclass keeps ``OpenAIEmbeddingService`` a generic +OpenAI-compatible client; only the managed path carries MPS-specific metadata, +so BYOK OpenAI/Azure requests never ship MPS fields to the real provider. +""" + +from typing import Any, Dict, Optional + +from api.db.db_client import DBClient + +from .openai_service import DEFAULT_MODEL_ID, OpenAIEmbeddingService + +# Protocol contract with MPS (see model_services +# api/services/model_service_correlations.py). Kept local to avoid coupling the +# app layer to the pipecat package, which defines its own copy for voice. +MPS_BILLING_VERSION_KEY = "mps_billing_version" +MPS_BILLING_VERSION_V2 = "2" + + +class DograhEmbeddingService(OpenAIEmbeddingService): + """OpenAI-compatible embedding client pointed at Dograh's managed proxy.""" + + def __init__( + self, + db_client: DBClient, + api_key: Optional[str] = None, + model_id: str = DEFAULT_MODEL_ID, + base_url: Optional[str] = None, + correlation_id: Optional[str] = None, + ): + """Initialize the managed embedding service. + + Args: + db_client: Database client for vector similarity search. + api_key: Dograh-managed MPS service key. + model_id: Embedding model/tier id (default: text-embedding-3-small). + base_url: MPS embeddings base URL. + correlation_id: Server-minted MPS correlation id. When set, the MPS + billing v2 protocol is forwarded with each request. When None, + requests are sent without the protocol (valid for v1 orgs). + """ + super().__init__( + db_client=db_client, + api_key=api_key, + model_id=model_id, + base_url=base_url, + ) + self._correlation_id = correlation_id + + def _request_kwargs(self) -> Dict[str, Any]: + """Forward the MPS billing v2 protocol when a correlation id is present.""" + if not self._correlation_id: + return {} + return { + "extra_body": { + "metadata": { + "correlation_id": self._correlation_id, + MPS_BILLING_VERSION_KEY: MPS_BILLING_VERSION_V2, + } + } + } diff --git a/api/services/gen_ai/embedding/factory.py b/api/services/gen_ai/embedding/factory.py new file mode 100644 index 00000000..3663b24a --- /dev/null +++ b/api/services/gen_ai/embedding/factory.py @@ -0,0 +1,137 @@ +"""Factory for embedding services, including the Dograh-managed (MPS) path. + +Centralizes the provider branching (Azure BYOK / Dograh-managed / OpenAI-compatible +BYOK) that was previously duplicated across document ingestion, the search route, +and the RAG tool, and resolves the MPS billing v2 protocol the same way the voice +path does: attach it only for orgs already on v2, and never create a billing +account to do so. +""" + +from typing import Optional + +from loguru import logger + +from api.db.db_client import DBClient + +from .azure_openai_service import AzureOpenAIEmbeddingService +from .base import BaseEmbeddingService +from .dograh_service import DograhEmbeddingService +from .openai_service import OpenAIEmbeddingService + +DEFAULT_EMBEDDING_MODEL = "text-embedding-3-small" +DEFAULT_AZURE_API_VERSION = "2024-02-15-preview" + + +async def resolve_embedding_correlation_id( + *, + organization_id: Optional[int], + service_key: Optional[str], + created_by: Optional[str] = None, +) -> Optional[str]: + """Resolve an MPS correlation id for a managed embedding call made outside a run. + + Mirrors the voice path's gating: + + - OSS deployments use a pasted hosted v2 key (v2 by definition), so mint + directly via the bearer endpoint — matching ``_authorize_oss_managed_v2_correlation``. + - Hosted/SaaS: read the org's billing mode (no side effects) and mint only when + it is already v2. Minting for an already-v2 org is a no-op on the account. + + Returns ``None`` when the call should be sent without the protocol; MPS accepts + un-gated embedding calls from v1 orgs. Never creates a v2 billing account. + """ + if not service_key: + return None + + # Imported lazily to avoid import-time cycles between the gen_ai and service + # layers (matches the inline-import convention used elsewhere in the app). + from api.constants import DEPLOYMENT_MODE + from api.services.mps_service_key_client import mps_service_key_client + + try: + if DEPLOYMENT_MODE == "oss": + minted = await mps_service_key_client.create_correlation_id( + service_key=service_key + ) + return minted.get("correlation_id") + + if organization_id is None: + return None + + status = await mps_service_key_client.get_billing_account_status( + organization_id, created_by=created_by + ) + if not status or status.get("billing_mode") != "v2": + return None + + minted = await mps_service_key_client.create_correlation_id( + service_key=service_key + ) + return minted.get("correlation_id") + except Exception as e: + logger.warning( + "Could not resolve MPS correlation id for managed embeddings; " + "sending without v2 protocol: {}", + e, + ) + return None + + +async def build_embedding_service( + *, + db_client: DBClient, + provider: Optional[str], + api_key: Optional[str], + model: Optional[str], + base_url: Optional[str] = None, + endpoint: Optional[str] = None, + api_version: Optional[str] = None, + correlation_id: Optional[str] = None, + organization_id: Optional[int] = None, + created_by: Optional[str] = None, + resolve_correlation: bool = False, +) -> BaseEmbeddingService: + """Construct the right embedding service for a provider/config. + + Args: + correlation_id: A correlation id already available in context (e.g. the + running workflow's MPS correlation id). Used for the Dograh provider. + resolve_correlation: When True and no ``correlation_id`` is supplied, resolve + one for the Dograh provider via ``resolve_embedding_correlation_id`` + (for calls made outside a workflow run: ingestion, manual search). + """ + from api.services.configuration.registry import ServiceProviders + + model_id = model or DEFAULT_EMBEDDING_MODEL + + if provider == ServiceProviders.AZURE.value and endpoint: + return AzureOpenAIEmbeddingService( + db_client=db_client, + api_key=api_key, + endpoint=endpoint, + model_id=model_id, + api_version=api_version or DEFAULT_AZURE_API_VERSION, + ) + + if provider == ServiceProviders.DOGRAH.value: + cid = correlation_id + if cid is None and resolve_correlation: + cid = await resolve_embedding_correlation_id( + organization_id=organization_id, + service_key=api_key, + created_by=created_by, + ) + return DograhEmbeddingService( + db_client=db_client, + api_key=api_key, + model_id=model_id, + base_url=base_url, + correlation_id=cid, + ) + + return OpenAIEmbeddingService( + db_client=db_client, + api_key=api_key, + model_id=model_id, + base_url=base_url, + ) diff --git a/api/services/gen_ai/embedding/openai_service.py b/api/services/gen_ai/embedding/openai_service.py index 1081889e..2ebaac39 100644 --- a/api/services/gen_ai/embedding/openai_service.py +++ b/api/services/gen_ai/embedding/openai_service.py @@ -85,6 +85,14 @@ class OpenAIEmbeddingService(BaseEmbeddingService): if not self._api_key_configured or self.client is None: raise EmbeddingAPIKeyNotConfiguredError() + def _request_kwargs(self) -> Dict[str, Any]: + """Extra kwargs merged into every embeddings.create() call. + + Override hook for subclasses (e.g. DograhEmbeddingService injects the MPS + billing protocol here). The base service adds nothing. + """ + return {} + async def embed_texts(self, texts: List[str]) -> List[List[float]]: """Embed a batch of texts using OpenAI API. @@ -97,6 +105,7 @@ class OpenAIEmbeddingService(BaseEmbeddingService): response = await self.client.embeddings.create( input=texts, model=self.model_id, + **self._request_kwargs(), ) return [item.embedding for item in response.data] except Exception as e: diff --git a/api/services/mps_service_key_client.py b/api/services/mps_service_key_client.py index f37d2e1c..d2277be6 100644 --- a/api/services/mps_service_key_client.py +++ b/api/services/mps_service_key_client.py @@ -720,6 +720,9 @@ class MPSServiceKeyClient: provider: str, model: Optional[str] = None, language: Optional[str] = None, + q: Optional[str] = None, + gender: Optional[str] = None, + accent: Optional[str] = None, organization_id: Optional[int] = None, created_by: Optional[str] = None, ) -> dict: @@ -745,6 +748,12 @@ class MPSServiceKeyClient: params["model"] = model if language: params["language"] = language + if q: + params["q"] = q + if gender: + params["gender"] = gender + if accent: + params["accent"] = accent response = await client.get( f"{self.base_url}/api/v1/voice-proxy/{provider}/voices", headers=self._get_headers(organization_id, created_by), diff --git a/api/services/pipecat/gemini_json_schema_adapter.py b/api/services/pipecat/gemini_json_schema_adapter.py new file mode 100644 index 00000000..c5422c80 --- /dev/null +++ b/api/services/pipecat/gemini_json_schema_adapter.py @@ -0,0 +1,39 @@ +"""Dograh-specific Gemini adapter customizations.""" + +from typing import Any + +from pipecat.adapters.schemas.tools_schema import AdapterType, ToolsSchema +from pipecat.adapters.services.gemini_adapter import GeminiLLMAdapter + + +class DograhGeminiJSONSchemaAdapter(GeminiLLMAdapter): + """Use Gemini's full JSON Schema tool parameter field. + + Pipecat's default Gemini adapter maps ``FunctionSchema.parameters`` into + ``FunctionDeclaration.parameters``, which is backed by Google GenAI's + stricter OpenAPI-style ``Schema`` model. MCP and imported tools may contain + valid JSON Schema keywords such as ``const`` and ``not`` that are rejected + by that model. ``parameters_json_schema`` is the Google GenAI field intended + for full JSON Schema payloads. + """ + + def to_provider_tools_format( + self, tools_schema: ToolsSchema + ) -> list[dict[str, Any]]: + functions_schema = tools_schema.standard_tools + if functions_schema: + formatted_functions = [] + for func in functions_schema: + func_dict = func.to_default_dict() + parameters = func_dict.pop("parameters") + func_dict["parameters_json_schema"] = parameters + formatted_functions.append(func_dict) + formatted_standard_tools = [{"function_declarations": formatted_functions}] + else: + formatted_standard_tools = [] + + custom_gemini_tools = [] + if tools_schema.custom_tools: + custom_gemini_tools = tools_schema.custom_tools.get(AdapterType.GEMINI, []) + + return formatted_standard_tools + custom_gemini_tools diff --git a/api/services/pipecat/realtime/gemini_live.py b/api/services/pipecat/realtime/gemini_live.py index aba4880b..0df8797d 100644 --- a/api/services/pipecat/realtime/gemini_live.py +++ b/api/services/pipecat/realtime/gemini_live.py @@ -22,6 +22,9 @@ from typing import Any from loguru import logger +from api.services.pipecat.gemini_json_schema_adapter import ( + DograhGeminiJSONSchemaAdapter, +) from pipecat.frames.frames import ( BotStoppedSpeakingFrame, Frame, @@ -39,6 +42,13 @@ from pipecat.utils.tracing.service_decorators import traced_gemini_live class DograhGeminiLiveLLMService(GeminiLiveLLMService): """Gemini Live with Dograh engine integration quirks. See module docstring.""" + # Route tool schemas through Gemini's ``parameters_json_schema`` field so + # MCP/imported tools that use JSON Schema keywords (``const``, ``not``, + # nested ``anyOf``) rejected by the strict ``Schema`` model are accepted. + # Mirrors the non-realtime ``DograhGoogleLLMService`` fix; + # ``DograhGeminiLiveVertexLLMService`` inherits this via MRO. + adapter_class = DograhGeminiJSONSchemaAdapter + def __init__(self, **kwargs): super().__init__(**kwargs) # User-mute state, driven by broadcast UserMute{Started,Stopped}Frames. diff --git a/api/services/pipecat/run_pipeline.py b/api/services/pipecat/run_pipeline.py index 9ee840f8..2786d348 100644 --- a/api/services/pipecat/run_pipeline.py +++ b/api/services/pipecat/run_pipeline.py @@ -6,7 +6,6 @@ from loguru import logger from api.db import db_client from api.enums import WorkflowRunMode -from api.services.configuration.options import DEEPGRAM_FLUX_MODELS from api.services.configuration.registry import ServiceProviders from api.services.integrations import ( IntegrationRuntimeContext, @@ -47,6 +46,7 @@ from api.services.pipecat.service_factory import ( create_realtime_llm_service, create_stt_service, create_tts_service, + stt_uses_flux_turns, ) from api.services.pipecat.tracing_config import ( ensure_tracing, @@ -626,14 +626,10 @@ async def _run_pipeline( user_config.realtime.provider ) else: - # Deepgram Flux uses external turn detection (VAD + External start/stop) - # Other models use configurable turn detection strategy - is_deepgram_flux = ( - user_config.stt.provider == ServiceProviders.DEEPGRAM.value - and user_config.stt.model in DEEPGRAM_FLUX_MODELS - ) - - if is_deepgram_flux: + # Deepgram Flux and supported Dograh managed Flux languages emit their + # own turn boundaries, so the aggregator follows those external signals. + # Other models use configurable turn detection. + if stt_uses_flux_turns(user_config): user_turn_strategies = UserTurnStrategies( start=[ VADUserTurnStartStrategy(), diff --git a/api/services/pipecat/service_factory.py b/api/services/pipecat/service_factory.py index b7f64295..1dc27318 100644 --- a/api/services/pipecat/service_factory.py +++ b/api/services/pipecat/service_factory.py @@ -6,8 +6,14 @@ from fastapi import HTTPException from loguru import logger from api.constants import MPS_API_URL -from api.services.configuration.options import DEEPGRAM_FLUX_MODELS +from api.services.configuration.options import ( + DEEPGRAM_FLUX_MODELS, + DEEPGRAM_FLUX_MULTILINGUAL_LANGUAGE_OPTIONS, +) from api.services.configuration.registry import ServiceProviders +from api.services.pipecat.gemini_json_schema_adapter import ( + DograhGeminiJSONSchemaAdapter, +) from api.services.pipecat.minimax_tts import MiniMaxOwnedSessionTTSService from api.utils.url_security import validate_user_configured_service_url from pipecat.services.assemblyai.stt import AssemblyAISTTService, AssemblyAISTTSettings @@ -27,6 +33,7 @@ from pipecat.services.deepgram.flux.stt import ( ) from pipecat.services.deepgram.stt import DeepgramSTTService, DeepgramSTTSettings from pipecat.services.deepgram.tts import DeepgramTTSService, DeepgramTTSSettings +from pipecat.services.dograh.flux.stt import DograhFluxSTTService from pipecat.services.dograh.llm import DograhLLMService from pipecat.services.dograh.stt import DograhSTTService, DograhSTTSettings from pipecat.services.dograh.tts import DograhTTSService, DograhTTSSettings @@ -94,6 +101,27 @@ DEEPGRAM_FLUX_LANGUAGE_HINTS = { } +def dograh_stt_uses_flux_language(language: str | None) -> bool: + language = language or "multi" + return language in DEEPGRAM_FLUX_MULTILINGUAL_LANGUAGE_OPTIONS + + +def stt_uses_flux_turns(user_config) -> bool: + if user_config.stt.provider == ServiceProviders.DEEPGRAM.value: + return user_config.stt.model in DEEPGRAM_FLUX_MODELS + if user_config.stt.provider == ServiceProviders.DOGRAH.value: + return dograh_stt_uses_flux_language(getattr(user_config.stt, "language", None)) + return False + + +class DograhGoogleLLMService(GoogleLLMService): + adapter_class = DograhGeminiJSONSchemaAdapter + + +class DograhGoogleVertexLLMService(GoogleVertexLLMService): + adapter_class = DograhGeminiJSONSchemaAdapter + + def _validate_runtime_service_url(url: str, field_name: str) -> None: try: validate_user_configured_service_url( @@ -193,6 +221,29 @@ def create_stt_service( elif user_config.stt.provider == ServiceProviders.DOGRAH.value: base_url = MPS_API_URL.replace("http://", "ws://").replace("https://", "wss://") language = getattr(user_config.stt, "language", None) or "multi" + + if dograh_stt_uses_flux_language(language): + # Dograh's Flux proxy only supports multilingual auto-detect and the + # same language hint subset as Deepgram Flux multilingual. + settings_kwargs = { + "model": "flux-general-multi", + "eot_timeout_ms": 3000, + "eot_threshold": 0.7, + "eager_eot_threshold": 0.5, + "keyterm": keyterms or [], + } + language_hint = DEEPGRAM_FLUX_LANGUAGE_HINTS.get(language) + if language_hint: + settings_kwargs["language_hints"] = [language_hint] + return DograhFluxSTTService( + base_url=base_url, + api_key=user_config.stt.api_key, + correlation_id=correlation_id, + settings=DeepgramFluxSTTSettings(**settings_kwargs), + should_interrupt=False, # external turn strategies own interruption + sample_rate=audio_config.transport_in_sample_rate, + ) + return DograhSTTService( base_url=base_url, api_key=user_config.stt.api_key, @@ -679,6 +730,19 @@ def create_tts_service( ) +def _migrate_deprecated_google_model(model: str) -> str: + """Google removed the ``gemini-2.0-flash*`` models. Transparently upgrade + any stored config that still references them to the 2.5 equivalent so old + user configurations keep working instead of failing at runtime.""" + if model and model.startswith("gemini-2.0-flash"): + migrated = model.replace("gemini-2.0-", "gemini-2.5-", 1) + logger.warning( + f"Google model '{model}' is no longer supported; using '{migrated}' instead" + ) + return migrated + return model + + def create_llm_service_from_provider( provider: str, model: str, @@ -736,12 +800,13 @@ def create_llm_service_from_provider( **kwargs, ) elif provider == ServiceProviders.GOOGLE.value: - return GoogleLLMService( + model = _migrate_deprecated_google_model(model) + return DograhGoogleLLMService( api_key=api_key, settings=GoogleLLMSettings(model=model, temperature=0.1), ) elif provider == ServiceProviders.GOOGLE_VERTEX.value: - return GoogleVertexLLMService( + return DograhGoogleVertexLLMService( credentials=credentials, project_id=project_id, location=location or "us-east4", diff --git a/api/services/storage.py b/api/services/storage.py index b24310b6..81bb2014 100644 --- a/api/services/storage.py +++ b/api/services/storage.py @@ -9,8 +9,11 @@ from api.constants import ( MINIO_PUBLIC_ENDPOINT, MINIO_SECRET_KEY, MINIO_SECURE, + S3_ADDRESSING_STYLE, S3_BUCKET, + S3_ENDPOINT_URL, S3_REGION, + S3_SIGNATURE_VERSION, ) from api.enums import Environment, StorageBackend @@ -57,7 +60,13 @@ def get_storage_for_backend(backend: str) -> BaseFileSystem: logger.info( f"Initializing {backend} storage with bucket '{bucket}' in region '{region}'" ) - return S3FileSystem(bucket, region) + return S3FileSystem( + bucket_name=bucket, + region_name=region, + endpoint_url=S3_ENDPOINT_URL, + signature_version=S3_SIGNATURE_VERSION, + addressing_style=S3_ADDRESSING_STYLE, + ) # Future backend implementations can be added here: # elif backend == StorageBackend.GCS: # Code 3 diff --git a/api/services/telephony/base.py b/api/services/telephony/base.py index ada40080..e399cf2b 100644 --- a/api/services/telephony/base.py +++ b/api/services/telephony/base.py @@ -56,6 +56,15 @@ class NormalizedInboundData: raw_data: Dict[str, Any] = field(default_factory=dict) # Original webhook data +@dataclass +class AnsweringMachineDetectionResult: + """Standardized answering-machine detection result across providers.""" + + call_id: str + answered_by: str + raw_data: Dict[str, Any] = field(default_factory=dict) + + class TelephonyProvider(ABC): """ Abstract base class for telephony providers. @@ -192,6 +201,23 @@ class TelephonyProvider(ABC): """ pass + def supports_answering_machine_detection(self) -> bool: + """Return whether this provider can request answering-machine detection.""" + return False + + def apply_answering_machine_detection_call_params( + self, + data: Dict[str, Any], + ) -> Dict[str, Any]: + """Add provider-specific AMD parameters to an outbound call request.""" + return data + + def parse_answering_machine_detection_result( + self, data: Dict[str, Any] + ) -> Optional[AnsweringMachineDetectionResult]: + """Parse provider-specific callback data into a normalized AMD result.""" + return None + @abstractmethod async def handle_websocket( self, diff --git a/api/services/telephony/providers/ari/provider.py b/api/services/telephony/providers/ari/provider.py index 7c750b11..8c811f9a 100644 --- a/api/services/telephony/providers/ari/provider.py +++ b/api/services/telephony/providers/ari/provider.py @@ -14,7 +14,7 @@ from fastapi import HTTPException from loguru import logger from api.db import db_client -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( CallInitiationResult, NormalizedInboundData, @@ -205,12 +205,12 @@ class ARIProvider(TelephonyProvider): """ # Map ARI channel states to common status format state_map = { - "Up": "answered", - "Down": "completed", - "Ringing": "ringing", - "Ring": "ringing", - "Busy": "busy", - "Unavailable": "failed", + "Up": TelephonyCallStatus.ANSWERED, + "Down": TelephonyCallStatus.COMPLETED, + "Ringing": TelephonyCallStatus.RINGING, + "Ring": TelephonyCallStatus.RINGING, + "Busy": TelephonyCallStatus.BUSY, + "Unavailable": TelephonyCallStatus.FAILED, } channel_state = data.get("channel", {}).get("state", "") @@ -218,11 +218,11 @@ class ARIProvider(TelephonyProvider): # Determine status from event type if event_type == "StasisStart": - status = "answered" + status = TelephonyCallStatus.ANSWERED elif event_type == "StasisEnd": - status = "completed" + status = TelephonyCallStatus.COMPLETED elif event_type == "ChannelDestroyed": - status = "completed" + status = TelephonyCallStatus.COMPLETED else: status = state_map.get(channel_state, channel_state.lower()) diff --git a/api/services/telephony/providers/cloudonix/provider.py b/api/services/telephony/providers/cloudonix/provider.py index 5ea9c005..31b84fb6 100644 --- a/api/services/telephony/providers/cloudonix/provider.py +++ b/api/services/telephony/providers/cloudonix/provider.py @@ -11,7 +11,7 @@ from fastapi import HTTPException from loguru import logger from api.db import db_client -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( CallInitiationResult, NormalizedInboundData, @@ -348,15 +348,15 @@ class CloudonixProvider(TelephonyProvider): # Map Cloudonix status values to common format # These mappings may need adjustment based on actual Cloudonix callback format status_map = { - "initiated": "initiated", - "ringing": "ringing", - "answered": "answered", - "completed": "completed", - "failed": "failed", - "busy": "busy", - "no-answer": "no-answer", - "canceled": "canceled", - "error": "error", + "initiated": TelephonyCallStatus.INITIATED, + "ringing": TelephonyCallStatus.RINGING, + "answered": TelephonyCallStatus.ANSWERED, + "completed": TelephonyCallStatus.COMPLETED, + "failed": TelephonyCallStatus.FAILED, + "busy": TelephonyCallStatus.BUSY, + "no-answer": TelephonyCallStatus.NO_ANSWER, + "canceled": TelephonyCallStatus.CANCELED, + "error": TelephonyCallStatus.ERROR, } call_status = data.get("status", "") @@ -374,6 +374,33 @@ class CloudonixProvider(TelephonyProvider): "extra": data, # Include all original data } + @staticmethod + def parse_cdr_status_callback(data: Dict[str, Any]) -> Dict[str, Any]: + """Parse Cloudonix CDR data into generic status callback format.""" + disposition_map = { + "ANSWER": TelephonyCallStatus.COMPLETED, + "BUSY": TelephonyCallStatus.BUSY, + "CANCEL": TelephonyCallStatus.CANCELED, + "FAILED": TelephonyCallStatus.FAILED, + "CONGESTION": TelephonyCallStatus.FAILED, + "NOANSWER": TelephonyCallStatus.NO_ANSWER, + } + + disposition = data.get("disposition") or "" + session = data.get("session") + billsec = data.get("billsec") + + return { + "call_id": session.get("token") if isinstance(session, dict) else "", + "status": disposition_map.get(disposition.upper(), disposition.lower()), + "from_number": data.get("from"), + "to_number": data.get("to"), + "duration": str( + billsec if billsec is not None else (data.get("duration") or 0) + ), + "extra": data, + } + async def get_webhook_response( self, workflow_id: int, user_id: int, workflow_run_id: int ) -> str: diff --git a/api/services/telephony/providers/cloudonix/routes.py b/api/services/telephony/providers/cloudonix/routes.py index facf4bdb..80e7037a 100644 --- a/api/services/telephony/providers/cloudonix/routes.py +++ b/api/services/telephony/providers/cloudonix/routes.py @@ -12,6 +12,7 @@ from pipecat.utils.run_context import set_current_run_id from api.db import db_client from api.services.telephony.factory import get_telephony_provider_for_run +from api.services.telephony.providers.cloudonix.provider import CloudonixProvider from api.services.telephony.status_processor import ( StatusCallbackRequest, _process_status_update, @@ -120,8 +121,15 @@ async def handle_cloudonix_cdr(request: Request): set_current_run_id(workflow_run_id) logger.info(f"[run {workflow_run_id}] Processing Cloudonix CDR for call {call_id}") - # Convert CDR to status update using StatusCallbackRequest - status_update = StatusCallbackRequest.from_cloudonix_cdr(cdr_data) + parsed_data = CloudonixProvider.parse_cdr_status_callback(cdr_data) + status_update = StatusCallbackRequest( + call_id=parsed_data["call_id"], + status=parsed_data["status"], + from_number=parsed_data.get("from_number"), + to_number=parsed_data.get("to_number"), + duration=parsed_data.get("duration"), + extra=parsed_data.get("extra", {}), + ) # Process the status update await _process_status_update(workflow_run_id, status_update) diff --git a/api/services/telephony/providers/plivo/provider.py b/api/services/telephony/providers/plivo/provider.py index d6c336b5..494552bc 100644 --- a/api/services/telephony/providers/plivo/provider.py +++ b/api/services/telephony/providers/plivo/provider.py @@ -15,7 +15,7 @@ from fastapi import HTTPException from loguru import logger from api.db import db_client -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( CallInitiationResult, NormalizedInboundData, @@ -281,17 +281,17 @@ class PlivoProvider(TelephonyProvider): def parse_status_callback(self, data: Dict[str, Any]) -> Dict[str, Any]: status_map = { - "in-progress": "answered", - "ringing": "ringing", - "ring": "ringing", - "completed": "completed", - "hangup": "completed", - "stopstream": "completed", - "busy": "busy", - "no-answer": "no-answer", - "cancel": "canceled", - "cancelled": "canceled", - "timeout": "no-answer", + "in-progress": TelephonyCallStatus.ANSWERED, + "ringing": TelephonyCallStatus.RINGING, + "ring": TelephonyCallStatus.RINGING, + "completed": TelephonyCallStatus.COMPLETED, + "hangup": TelephonyCallStatus.COMPLETED, + "stopstream": TelephonyCallStatus.COMPLETED, + "busy": TelephonyCallStatus.BUSY, + "no-answer": TelephonyCallStatus.NO_ANSWER, + "cancel": TelephonyCallStatus.CANCELED, + "cancelled": TelephonyCallStatus.CANCELED, + "timeout": TelephonyCallStatus.NO_ANSWER, } call_status = (data.get("CallStatus") or data.get("Event") or "").lower() diff --git a/api/services/telephony/providers/telnyx/provider.py b/api/services/telephony/providers/telnyx/provider.py index f14e0f15..3adaef52 100644 --- a/api/services/telephony/providers/telnyx/provider.py +++ b/api/services/telephony/providers/telnyx/provider.py @@ -25,7 +25,7 @@ TELNYX_TIMESTAMP_TOLERANCE_SECONDS = 300 TELNYX_PUBLIC_KEY_BYTES = 32 TELNYX_SIGNATURE_BYTES = 64 -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( CallInitiationResult, NormalizedInboundData, @@ -305,23 +305,25 @@ class TelnyxProvider(TelephonyProvider): } @staticmethod - def _resolve_status(event_type: str, payload: Dict[str, Any]) -> str: + def _resolve_status( + event_type: str, payload: Dict[str, Any] + ) -> TelephonyCallStatus | str: """Map a Telnyx event type (and hangup cause) to a normalized status.""" EVENT_STATUS = { - "call.initiated": "initiated", - "call.answered": "in-progress", - "call.hangup": "completed", + "call.initiated": TelephonyCallStatus.INITIATED, + "call.answered": TelephonyCallStatus.IN_PROGRESS, + "call.hangup": TelephonyCallStatus.COMPLETED, "call.machine.detection.ended": "machine-detected", "streaming.started": "streaming-started", "streaming.stopped": "streaming-stopped", } HANGUP_STATUS = { - "busy": "busy", - "no_answer": "no-answer", - "timeout": "no-answer", - "call_rejected": "failed", - "unallocated_number": "failed", + "busy": TelephonyCallStatus.BUSY, + "no_answer": TelephonyCallStatus.NO_ANSWER, + "timeout": TelephonyCallStatus.NO_ANSWER, + "call_rejected": TelephonyCallStatus.FAILED, + "unallocated_number": TelephonyCallStatus.FAILED, } status = EVENT_STATUS.get(event_type, event_type) diff --git a/api/services/telephony/providers/twilio/__init__.py b/api/services/telephony/providers/twilio/__init__.py index 8a518a01..99f659eb 100644 --- a/api/services/telephony/providers/twilio/__init__.py +++ b/api/services/telephony/providers/twilio/__init__.py @@ -20,6 +20,7 @@ def _config_loader(value: Dict[str, Any]) -> Dict[str, Any]: "account_sid": value.get("account_sid"), "auth_token": value.get("auth_token"), "from_numbers": value.get("from_numbers", []), + "amd_enabled": value.get("amd_enabled", False), } @@ -47,6 +48,15 @@ _UI_METADATA = ProviderUIMetadata( type="string-array", description="E.164-formatted Twilio phone numbers used for outbound calls", ), + ProviderUIField( + name="amd_enabled", + label="Answering Machine Detection", + type="boolean", + description=( + "Detect whether outbound calls are answered by a person or " + "machine. Twilio may bill AMD as an additional per-call feature." + ), + ), ], ) diff --git a/api/services/telephony/providers/twilio/config.py b/api/services/telephony/providers/twilio/config.py index 6aa5a1d0..a6772fcc 100644 --- a/api/services/telephony/providers/twilio/config.py +++ b/api/services/telephony/providers/twilio/config.py @@ -16,6 +16,13 @@ class TwilioConfigurationRequest(BaseModel): from_numbers: List[str] = Field( default_factory=list, description="List of Twilio phone numbers" ) + amd_enabled: bool = Field( + default=False, + description=( + "Detect whether outbound calls are answered by a person or machine. " + "Twilio may bill AMD as an additional per-call feature." + ), + ) class TwilioConfigurationResponse(BaseModel): @@ -25,3 +32,4 @@ class TwilioConfigurationResponse(BaseModel): account_sid: str # Masked (e.g., "****************def0") auth_token: str # Masked (e.g., "****************abc1") from_numbers: List[str] + amd_enabled: bool = False diff --git a/api/services/telephony/providers/twilio/provider.py b/api/services/telephony/providers/twilio/provider.py index e0deee34..e9225039 100644 --- a/api/services/telephony/providers/twilio/provider.py +++ b/api/services/telephony/providers/twilio/provider.py @@ -11,8 +11,9 @@ from fastapi import HTTPException from loguru import logger from twilio.request_validator import RequestValidator -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( + AnsweringMachineDetectionResult, CallInitiationResult, NormalizedInboundData, ProviderSyncResult, @@ -47,6 +48,7 @@ class TwilioProvider(TelephonyProvider): self.account_sid = config.get("account_sid") self.auth_token = config.get("auth_token") self.from_numbers = config.get("from_numbers", []) + self.amd_enabled: bool = bool(config.get("amd_enabled", False)) # Handle both single number (string) and multiple numbers (list) if isinstance(self.from_numbers, str): @@ -96,6 +98,8 @@ class TwilioProvider(TelephonyProvider): } ) + data = self.apply_answering_machine_detection_call_params(data) + data.update(kwargs) # Make the API request @@ -230,9 +234,10 @@ class TwilioProvider(TelephonyProvider): """ Parse Twilio status callback data into generic format. """ + call_status = data.get("CallStatus", "") return { "call_id": data.get("CallSid", ""), - "status": data.get("CallStatus", ""), + "status": TelephonyCallStatus.from_raw(call_status) or call_status, "from_number": data.get("From"), "to_number": data.get("To"), "direction": data.get("Direction"), @@ -240,6 +245,31 @@ class TwilioProvider(TelephonyProvider): "extra": data, # Include all original data } + def supports_answering_machine_detection(self) -> bool: + """Twilio supports AMD through the Voice Calls API.""" + return True + + def apply_answering_machine_detection_call_params( + self, + data: Dict[str, Any], + ) -> Dict[str, Any]: + if self.amd_enabled: + data["MachineDetection"] = "Enable" + return data + + def parse_answering_machine_detection_result( + self, data: Dict[str, Any] + ) -> Optional[AnsweringMachineDetectionResult]: + answered_by = data.get("AnsweredBy") + if not answered_by: + return None + + return AnsweringMachineDetectionResult( + call_id=data.get("CallSid", ""), + answered_by=answered_by, + raw_data=data, + ) + async def handle_websocket( self, websocket: "WebSocket", diff --git a/api/services/telephony/providers/twilio/routes.py b/api/services/telephony/providers/twilio/routes.py index c779617b..eb90b015 100644 --- a/api/services/telephony/providers/twilio/routes.py +++ b/api/services/telephony/providers/twilio/routes.py @@ -12,6 +12,7 @@ from pipecat.utils.run_context import set_current_run_id from starlette.responses import HTMLResponse from api.db import db_client +from api.services.telephony.base import TelephonyProvider from api.services.telephony.factory import get_telephony_provider_for_run from api.services.telephony.status_processor import ( StatusCallbackRequest, @@ -21,6 +22,28 @@ from api.services.telephony.status_processor import ( router = APIRouter() +async def _persist_amd_result_if_present( + *, + provider: TelephonyProvider, + workflow_run_id: int, + callback_data: dict, +) -> None: + amd_result = provider.parse_answering_machine_detection_result(callback_data) + if not amd_result: + return + + try: + logger.info( + f"[run {workflow_run_id}] AMD result: AnsweredBy={amd_result.answered_by}" + ) + await db_client.update_workflow_run( + run_id=workflow_run_id, + gathered_context={"answered_by": amd_result.answered_by}, + ) + except Exception as exc: + logger.warning(f"[run {workflow_run_id}] Failed to persist AMD result: {exc}") + + @router.post("/twiml", include_in_schema=False) async def handle_twiml_webhook( workflow_id: int, @@ -49,6 +72,12 @@ async def handle_twiml_webhook( ) raise HTTPException(status_code=401, detail="Invalid webhook signature") + await _persist_amd_result_if_present( + provider=provider, + workflow_run_id=workflow_run_id, + callback_data=callback_data, + ) + response_content = await provider.get_webhook_response( workflow_id, user_id, workflow_run_id ) @@ -111,6 +140,12 @@ async def handle_twilio_status_callback( extra=parsed_data.get("extra", {}), ) + await _persist_amd_result_if_present( + provider=provider, + workflow_run_id=workflow_run_id, + callback_data=callback_data, + ) + # Process the status update await _process_status_update(workflow_run_id, status_update) diff --git a/api/services/telephony/providers/vobiz/provider.py b/api/services/telephony/providers/vobiz/provider.py index 383da3c2..0641ceb6 100644 --- a/api/services/telephony/providers/vobiz/provider.py +++ b/api/services/telephony/providers/vobiz/provider.py @@ -14,7 +14,7 @@ import aiohttp from fastapi import HTTPException from loguru import logger -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( CallInitiationResult, NormalizedInboundData, @@ -335,9 +335,10 @@ class VobizProvider(TelephonyProvider): - call_uuid (instead of CallSid) - status, from, to, duration, etc. """ + call_status = data.get("CallStatus", "") return { "call_id": data.get("CallUUID", ""), - "status": data.get("CallStatus", ""), + "status": TelephonyCallStatus.from_raw(call_status) or call_status, "from_number": data.get("From"), "to_number": data.get("To"), "direction": data.get("Direction"), diff --git a/api/services/telephony/providers/vonage/provider.py b/api/services/telephony/providers/vonage/provider.py index 880da209..325cf93a 100644 --- a/api/services/telephony/providers/vonage/provider.py +++ b/api/services/telephony/providers/vonage/provider.py @@ -12,7 +12,7 @@ import jwt from fastapi import HTTPException, Response from loguru import logger -from api.enums import WorkflowRunMode +from api.enums import TelephonyCallStatus, WorkflowRunMode from api.services.telephony.base import ( CallInitiationResult, NormalizedInboundData, @@ -291,14 +291,14 @@ class VonageProvider(TelephonyProvider): """ # Map Vonage status to common format status_map = { - "started": "initiated", - "ringing": "ringing", - "answered": "answered", - "complete": "completed", - "failed": "failed", - "busy": "busy", - "timeout": "no-answer", - "rejected": "busy", + "started": TelephonyCallStatus.INITIATED, + "ringing": TelephonyCallStatus.RINGING, + "answered": TelephonyCallStatus.ANSWERED, + "complete": TelephonyCallStatus.COMPLETED, + "failed": TelephonyCallStatus.FAILED, + "busy": TelephonyCallStatus.BUSY, + "timeout": TelephonyCallStatus.NO_ANSWER, + "rejected": TelephonyCallStatus.BUSY, } return { diff --git a/api/services/telephony/registry.py b/api/services/telephony/registry.py index 48546b1d..c6b80a30 100644 --- a/api/services/telephony/registry.py +++ b/api/services/telephony/registry.py @@ -40,7 +40,8 @@ class ProviderUIField: name: str # Must match the Pydantic field name on config_request_cls label: str - type: str # "text" | "password" | "textarea" | "string-array" | "number" + # "text" | "password" | "textarea" | "string-array" | "number" | "boolean" + type: str required: bool = True sensitive: bool = False # If true, mask when displaying stored value description: Optional[str] = None diff --git a/api/services/telephony/status_processor.py b/api/services/telephony/status_processor.py index b93a0d9e..c5d39b98 100644 --- a/api/services/telephony/status_processor.py +++ b/api/services/telephony/status_processor.py @@ -12,25 +12,96 @@ from loguru import logger from pydantic import BaseModel from api.db import db_client -from api.enums import WorkflowRunState +from api.enums import TelephonyCallStatus, WorkflowRunState from api.services.campaign.campaign_call_dispatcher import campaign_call_dispatcher from api.services.campaign.campaign_event_publisher import ( get_campaign_event_publisher, ) from api.services.campaign.circuit_breaker import circuit_breaker +from api.tasks.arq import enqueue_job +from api.tasks.function_names import FunctionNames + +TERMINAL_NOT_CONNECTED_STATUSES = frozenset( + { + TelephonyCallStatus.FAILED, + TelephonyCallStatus.BUSY, + TelephonyCallStatus.NO_ANSWER, + TelephonyCallStatus.CANCELED, + TelephonyCallStatus.ERROR, + } +) +IN_FLIGHT_STATUSES = frozenset( + { + TelephonyCallStatus.INITIATED, + TelephonyCallStatus.RINGING, + TelephonyCallStatus.IN_PROGRESS, + TelephonyCallStatus.ANSWERED, + } +) +RETRYABLE_NOT_CONNECTED_STATUSES = frozenset( + {TelephonyCallStatus.BUSY, TelephonyCallStatus.NO_ANSWER} +) +FAILURE_NOT_CONNECTED_STATUSES = frozenset( + {TelephonyCallStatus.ERROR, TelephonyCallStatus.FAILED} +) + + +def _status_value(value: object) -> str: + status = TelephonyCallStatus.from_raw(value) + if status is not None: + return status.value + + return str(value or "").lower() + + +def _duration_seconds(duration: str | None) -> int | float: + if duration in (None, ""): + return 0 + + try: + parsed = float(duration) + except (TypeError, ValueError): + return 0 + + return int(parsed) if parsed.is_integer() else parsed + + +def _append_unique_tags(existing_tags: object, new_tags: list[str]) -> list[str]: + tags = existing_tags if isinstance(existing_tags, list) else [] + merged = list(tags) + for tag in new_tags: + if tag not in merged: + merged.append(tag) + return merged + + +async def _enqueue_integrations_for_unconnected_run( + workflow_run_id: int, + status: str, +) -> None: + """Fire post-call integrations (e.g. webhooks) when a call ends before the + Pipecat pipeline ever starts. + + Enqueues integrations only -- deliberately *not* + ``PROCESS_WORKFLOW_COMPLETION`` -- so an unconnected call still triggers the + configured webhooks without incurring platform-usage billing. + """ + await enqueue_job(FunctionNames.RUN_INTEGRATIONS_POST_WORKFLOW_RUN, workflow_run_id) + logger.info( + f"[run {workflow_run_id}] Enqueued post-call integrations after terminal " + f"telephony status: {status}" + ) class StatusCallbackRequest(BaseModel): """Normalized status callback shape used across all telephony providers. - Per-provider converters live as classmethods (``from_twilio``, ``from_plivo``, - ``from_vonage``, ``from_cloudonix_cdr``) so the route handler for each - provider can map raw webhook payloads into this shape and hand off to - :func:`_process_status_update`. + Provider-specific route handlers map raw webhook payloads into this shape, + then hand it off to :func:`_process_status_update`. """ call_id: str - status: str + status: TelephonyCallStatus | str from_number: Optional[str] = None to_number: Optional[str] = None direction: Optional[str] = None @@ -38,102 +109,14 @@ class StatusCallbackRequest(BaseModel): extra: dict = {} - @classmethod - def from_twilio(cls, data: dict): - """Convert Twilio callback to generic format.""" - return cls( - call_id=data.get("CallSid", ""), - status=data.get("CallStatus", ""), - from_number=data.get("From"), - to_number=data.get("To"), - direction=data.get("Direction"), - duration=data.get("CallDuration") or data.get("Duration"), - extra=data, - ) - - @classmethod - def from_plivo(cls, data: dict): - """Convert Plivo callback to generic format.""" - status_map = { - "in-progress": "answered", - "ringing": "ringing", - "ring": "ringing", - "completed": "completed", - "hangup": "completed", - "stopstream": "completed", - "busy": "busy", - "no-answer": "no-answer", - "cancel": "canceled", - "cancelled": "canceled", - "timeout": "no-answer", - } - call_status = (data.get("CallStatus") or data.get("Event") or "").lower() - return cls( - call_id=data.get("CallUUID", "") or data.get("RequestUUID", ""), - status=status_map.get(call_status, call_status), - from_number=data.get("From"), - to_number=data.get("To"), - direction=data.get("Direction"), - duration=data.get("Duration"), - extra=data, - ) - - @classmethod - def from_vonage(cls, data: dict): - """Convert Vonage event to generic format.""" - status_map = { - "started": "initiated", - "ringing": "ringing", - "answered": "answered", - "complete": "completed", - "failed": "failed", - "busy": "busy", - "timeout": "no-answer", - "rejected": "busy", - } - - return cls( - call_id=data.get("uuid", ""), - status=status_map.get(data.get("status", ""), data.get("status", "")), - from_number=data.get("from"), - to_number=data.get("to"), - direction=data.get("direction"), - duration=data.get("duration"), - extra=data, - ) - - @classmethod - def from_cloudonix_cdr(cls, data: dict): - """Convert Cloudonix CDR to generic format.""" - disposition_map = { - "ANSWER": "completed", - "BUSY": "busy", - "CANCEL": "canceled", - "FAILED": "failed", - "CONGESTION": "failed", - "NOANSWER": "no-answer", - } - - disposition = data.get("disposition") or "" - status = disposition_map.get(disposition.upper(), disposition.lower()) - session = data.get("session") - call_id = session.get("token") if isinstance(session, dict) else "" - - return cls( - call_id=call_id or "", - status=status, - from_number=data.get("from"), - to_number=data.get("to"), - duration=str(data.get("billsec") or data.get("duration") or 0), - extra=data, - ) - async def _process_status_update(workflow_run_id: int, status: StatusCallbackRequest): """Process status updates from telephony providers. Idempotent: handles repeated callbacks (e.g. from both webhook and CDR). """ + normalized_status = TelephonyCallStatus.from_raw(status.status) + status_value = _status_value(status.status) workflow_run = await db_client.get_workflow_run_by_id(workflow_run_id) if not workflow_run: logger.warning( @@ -143,7 +126,7 @@ async def _process_status_update(workflow_run_id: int, status: StatusCallbackReq telephony_callback_logs = workflow_run.logs.get("telephony_status_callbacks", []) telephony_callback_log = { - "status": status.status, + "status": status_value, "timestamp": datetime.now(UTC).isoformat(), "call_id": status.call_id, "duration": status.duration, @@ -156,7 +139,7 @@ async def _process_status_update(workflow_run_id: int, status: StatusCallbackReq logs={"telephony_status_callbacks": telephony_callback_logs}, ) - if status.status == "completed": + if normalized_status == TelephonyCallStatus.COMPLETED: logger.info( f"[run {workflow_run_id}] Call completed with duration: {status.duration}s" ) @@ -174,26 +157,29 @@ async def _process_status_update(workflow_run_id: int, status: StatusCallbackReq state=WorkflowRunState.COMPLETED.value, ) - elif status.status in ["failed", "busy", "no-answer", "canceled", "error"]: + elif normalized_status in TERMINAL_NOT_CONNECTED_STATUSES: logger.warning( - f"[run {workflow_run_id}] Call failed with status: {status.status}" + f"[run {workflow_run_id}] Call failed with status: {normalized_status.value}" ) if workflow_run.campaign_id: await campaign_call_dispatcher.release_call_slot(workflow_run_id) - is_failure = status.status in ("error", "failed") + is_failure = normalized_status in FAILURE_NOT_CONNECTED_STATUSES await circuit_breaker.record_and_evaluate( workflow_run.campaign_id, is_failure=is_failure, workflow_run_id=workflow_run_id if is_failure else None, - reason=status.status if is_failure else None, + reason=normalized_status.value if is_failure else None, ) - if status.status in ["busy", "no-answer"] and workflow_run.campaign_id: + if ( + normalized_status in RETRYABLE_NOT_CONNECTED_STATUSES + and workflow_run.campaign_id + ): publisher = await get_campaign_event_publisher() await publisher.publish_retry_needed( workflow_run_id=workflow_run_id, - reason=status.status.replace("-", "_"), + reason=normalized_status.value.replace("-", "_"), campaign_id=workflow_run.campaign_id, queued_run_id=workflow_run.queued_run_id, ) @@ -203,15 +189,42 @@ async def _process_status_update(workflow_run_id: int, status: StatusCallbackReq if workflow_run.gathered_context else [] ) - call_tags.extend(["not_connected", f"telephony_{status.status.lower()}"]) - - await db_client.update_workflow_run( - run_id=workflow_run_id, - is_completed=True, - state=WorkflowRunState.COMPLETED.value, - gathered_context={"call_tags": call_tags}, + call_tags = _append_unique_tags( + call_tags, + ["not_connected", f"telephony_{normalized_status.value}"], ) - elif status.status in ["in-progress", "initiated", "ringing"]: + + gathered_context = { + "call_tags": call_tags, + "call_disposition": normalized_status.value, + "mapped_call_disposition": normalized_status.value, + } + if status.call_id: + gathered_context["call_id"] = status.call_id + + should_run_post_call_integrations = ( + workflow_run.state == WorkflowRunState.INITIALIZED.value + and not workflow_run.is_completed + ) + + update_kwargs = { + "run_id": workflow_run_id, + "is_completed": True, + "state": WorkflowRunState.COMPLETED.value, + "gathered_context": gathered_context, + } + if should_run_post_call_integrations: + update_kwargs["usage_info"] = { + "call_duration_seconds": _duration_seconds(status.duration) + } + + await db_client.update_workflow_run(**update_kwargs) + + if should_run_post_call_integrations: + await _enqueue_integrations_for_unconnected_run( + workflow_run_id, normalized_status.value + ) + elif normalized_status in IN_FLIGHT_STATUSES: # No-op while the call is in flight. pass else: diff --git a/api/services/workflow/disposition_mapper.py b/api/services/workflow/disposition_mapper.py deleted file mode 100644 index f26c015e..00000000 --- a/api/services/workflow/disposition_mapper.py +++ /dev/null @@ -1,46 +0,0 @@ -"""Utility module for applying disposition code mapping.""" - -from loguru import logger - -from api.db import db_client -from api.enums import OrganizationConfigurationKey - - -async def apply_disposition_mapping(value: str, organization_id: int | None) -> str: - """Apply disposition code mapping if configured. - - Args: - value: The original disposition value to map - organization_id: The organization ID - - Returns: - The mapped value if found in configuration, otherwise the original value - """ - if not organization_id or not value: - return value - - try: - disposition_mapping = await db_client.get_configuration_value( - organization_id, - OrganizationConfigurationKey.DISPOSITION_CODE_MAPPING.value, - default={}, - ) - - if not disposition_mapping: - return value - - # Return mapped value if exists, otherwise original - # DISPOSITION_CODE_MAPPING looks like {"user_idle_max_duration_exceeded": "DAIR"} etc. - mapped_value = disposition_mapping.get(value, value) - - if mapped_value != value: - logger.debug( - f"Mapped disposition code from '{value}' to '{mapped_value}' " - f"for organization {organization_id}" - ) - - return mapped_value - - except Exception as e: - logger.error(f"Error applying disposition mapping: {e}") - return value diff --git a/api/services/workflow/pipecat_engine.py b/api/services/workflow/pipecat_engine.py index a0d67947..716a2800 100644 --- a/api/services/workflow/pipecat_engine.py +++ b/api/services/workflow/pipecat_engine.py @@ -19,7 +19,6 @@ from pipecat.utils.enums import EndTaskReason from api.db import db_client from api.enums import ToolCategory from api.services.pipecat.audio_playback import play_audio -from api.services.workflow.disposition_mapper import apply_disposition_mapping from api.services.workflow.workflow_graph import Node, WorkflowGraph if TYPE_CHECKING: @@ -751,38 +750,21 @@ class PipecatEngine: CancelFrame(reason=reason) if abort_immediately else EndFrame(reason=reason) ) - # Apply disposition mapping - first try call_disposition if it is, - # extracted from the call conversation then fall back to reason - call_disposition = self._gathered_context.get("call_disposition", "") - organization_id = await self._get_organization_id() + # Record the call disposition: prefer one extracted from the conversation, + # otherwise fall back to the disconnect reason. + call_disposition = self._gathered_context.get("call_disposition", "") or reason + self._gathered_context["call_disposition"] = call_disposition + self._gathered_context["mapped_call_disposition"] = call_disposition if call_disposition: - # If call_disposition exists, map it - mapped_disposition = await apply_disposition_mapping( - call_disposition, organization_id - ) - # Store the original and mapped values - self._gathered_context["extracted_call_disposition"] = call_disposition - self._gathered_context["call_disposition"] = call_disposition - self._gathered_context["mapped_call_disposition"] = mapped_disposition - else: - # Otherwise, map the disconnect reason - mapped_disposition = await apply_disposition_mapping( - reason, organization_id - ) - # Store the mapped disconnect reason - self._gathered_context["call_disposition"] = reason - self._gathered_context["mapped_call_disposition"] = mapped_disposition - - effective_disposition = self._gathered_context.get("call_disposition", "") - if effective_disposition: call_tags = self._gathered_context.get("call_tags", []) - if effective_disposition not in call_tags: - call_tags.append(effective_disposition) + if call_disposition not in call_tags: + call_tags.append(call_disposition) self._gathered_context["call_tags"] = call_tags logger.debug( - f"Finishing run with reason: {reason}, disposition: {mapped_disposition} queueing frame {frame_to_push}" + f"Finishing run with reason: {reason}, disposition: {call_disposition} " + f"queueing frame {frame_to_push}" ) await self.task.queue_frame(frame_to_push) diff --git a/api/services/workflow/text_chat_runner.py b/api/services/workflow/text_chat_runner.py index b9fa06ab..662943e6 100644 --- a/api/services/workflow/text_chat_runner.py +++ b/api/services/workflow/text_chat_runner.py @@ -6,7 +6,7 @@ from datetime import UTC, datetime from typing import Any from fastapi.encoders import jsonable_encoder -from loguru import logger +from pipecat.bus.serializers.json import JSONMessageSerializer from pipecat.frames.frames import ( BotStoppedSpeakingFrame, CancelFrame, @@ -56,6 +56,46 @@ TEXT_CHAT_IDLE_SETTLE_SECONDS = 0.2 TEXT_CHAT_INTERNAL_CANCEL_REASON = "text_chat_turn_complete" +def _pipecat_type_tag(type_: type) -> str: + return f"{type_.__module__}.{type_.__name__}" + + +def _pipecat_json_serializer() -> JSONMessageSerializer: + return JSONMessageSerializer() + + +def _serialize_text_chat_checkpoint_messages(messages: list[Any]) -> list[Any]: + """Serialize Pipecat context messages for JSONB checkpoint storage.""" + # Pipecat's bus JSON serializer already knows how to preserve LLMContext, + # LLMSpecificMessage, and binary provider fields such as Gemini signatures. + # Keep the serializer shape dependency contained to these checkpoint helpers. + encoded_context = _pipecat_json_serializer()._serialize_value( + LLMContext(messages=list(messages)) + ) + encoded_data = ( + encoded_context.get("__data__") if isinstance(encoded_context, dict) else None + ) + encoded_messages = ( + encoded_data.get("messages") if isinstance(encoded_data, dict) else None + ) + if not isinstance(encoded_messages, list): + raise TypeError("Pipecat LLMContext serializer returned an unexpected shape") + return encoded_messages + + +def _deserialize_text_chat_checkpoint_messages(messages: list[Any]) -> list[Any]: + """Restore JSONB checkpoint messages to Pipecat context message objects.""" + restored_context = _pipecat_json_serializer()._deserialize_value( + { + "__type__": _pipecat_type_tag(LLMContext), + "__data__": {"messages": list(messages)}, + } + ) + if not isinstance(restored_context, LLMContext): + raise TypeError("Pipecat LLMContext deserializer returned an unexpected type") + return restored_context.get_messages() + + def text_chat_trace_id(workflow_run_id: int) -> str: """Deterministic Langfuse trace id for a text-chat session. @@ -391,7 +431,6 @@ async def execute_text_chat_pending_turn( if pending_turn.get("user_message") is not None else None ) - workflow_run, _ = await db_client.get_workflow_run_with_context(workflow_run_id) if not workflow_run or workflow_run.workflow_id != workflow_id: raise ValueError("Workflow run not found for text chat execution") @@ -405,7 +444,6 @@ async def execute_text_chat_pending_turn( ) if workflow is None: raise ValueError("Workflow not found for text chat execution") - # Stamp the async context so OTEL spans are tagged with this org and routed # to its Langfuse project (the voice paths do this in run_pipeline / # webrtc_signaling; the text path previously skipped it, so its spans never @@ -426,7 +464,6 @@ async def execute_text_chat_pending_turn( ) if user_config.llm is None: raise ValueError("Text chat requires an LLM configuration") - from api.services.managed_model_services import ( MPS_CORRELATION_ID_CONTEXT_KEY, ensure_mps_correlation_id, @@ -462,9 +499,10 @@ async def execute_text_chat_pending_turn( skip_instance_constraints_for={"trigger"}, ) base_checkpoint = _resolve_checkpoint_for_pending_turn(session_data, checkpoint) - context = LLMContext() - context.set_messages(base_checkpoint["messages"]) + context.set_messages( + _deserialize_text_chat_checkpoint_messages(base_checkpoint["messages"]) + ) response_window = _ResponseWindowState() capture_processor = _TextChatCaptureProcessor(response_window, context) @@ -511,7 +549,6 @@ async def execute_text_chat_pending_turn( context_compaction_enabled = (workflow.workflow_configurations or {}).get( "context_compaction_enabled", False ) - engine = PipecatEngine( llm=llm, inference_llm=inference_llm, @@ -557,7 +594,6 @@ async def execute_text_chat_pending_turn( trace_span_attributes = { "langfuse.trace.name": workflow_run.name or f"text-chat-{workflow_run_id}" } - pipeline = Pipeline( [ llm, @@ -634,20 +670,13 @@ async def execute_text_chat_pending_turn( activity_marker=generation_marker, ) finally: - if not task.has_finished(): - await task.cancel(reason=TEXT_CHAT_INTERNAL_CANCEL_REASON) try: + if not task.has_finished(): + await task.cancel(reason=TEXT_CHAT_INTERNAL_CANCEL_REASON) await runner_task - except Exception: - logger.exception( - "Transportless text chat pipeline failed while closing run {}", - workflow_run_id, - ) + finally: await engine.close_mcp_sessions() await engine.cleanup() - raise - await engine.close_mcp_sessions() - await engine.cleanup() gathered_context = await engine.get_gathered_context() assistant_text = ( @@ -658,29 +687,36 @@ async def execute_text_chat_pending_turn( assistant_created_at = datetime.now(UTC).isoformat() usage = pipeline_metrics_aggregator.get_all_usage_metrics_serialized() current_node = getattr(engine, "_current_node", None) + context_messages = context.get_messages() + encoded_messages = _serialize_text_chat_checkpoint_messages(context_messages) + encoded_gathered_context = jsonable_encoder(gathered_context) + encoded_tool_state = jsonable_encoder(base_checkpoint.get("tool_state") or {}) updated_checkpoint = { "version": TEXT_CHAT_CHECKPOINT_VERSION, "anchor_turn_id": pending_turn.get("id"), "current_node_id": current_node.id if current_node else None, - "messages": jsonable_encoder(context.get_messages()), - "gathered_context": jsonable_encoder(gathered_context), - "tool_state": jsonable_encoder(base_checkpoint.get("tool_state") or {}), + "messages": encoded_messages, + "gathered_context": encoded_gathered_context, + "tool_state": encoded_tool_state, } - encoded_gathered_context = jsonable_encoder(gathered_context) trace_url = get_trace_url(trace_id, org_id=workflow.organization_id) if trace_url: encoded_gathered_context = {**encoded_gathered_context, "trace_url": trace_url} + encoded_events = jsonable_encoder(capture_processor.events) + encoded_usage = jsonable_encoder(usage) + encoded_initial_context = jsonable_encoder(initial_context) + return TextChatTurnExecutionResult( assistant_text=assistant_text, assistant_created_at=assistant_created_at, - events=jsonable_encoder(capture_processor.events), - usage=jsonable_encoder(usage), + events=encoded_events, + usage=encoded_usage, checkpoint=updated_checkpoint, gathered_context=encoded_gathered_context, - initial_context=jsonable_encoder(initial_context), + initial_context=encoded_initial_context, state=( WorkflowRunState.COMPLETED.value if engine.is_call_disposed() diff --git a/api/services/workflow/tools/knowledge_base.py b/api/services/workflow/tools/knowledge_base.py index 7b93aea7..00a7d08c 100644 --- a/api/services/workflow/tools/knowledge_base.py +++ b/api/services/workflow/tools/knowledge_base.py @@ -13,8 +13,7 @@ from loguru import logger from opentelemetry import trace from api.db import db_client -from api.services.configuration.registry import ServiceProviders -from api.services.gen_ai import AzureOpenAIEmbeddingService, OpenAIEmbeddingService +from api.services.gen_ai import build_embedding_service from api.services.pipecat.tracing_config import ensure_tracing @@ -266,33 +265,19 @@ async def _perform_retrieval( "Model Configurations > Embedding." ) - if ( - embeddings_provider == ServiceProviders.AZURE.value - and embeddings_endpoint - ): - embedding_service = AzureOpenAIEmbeddingService( - db_client=db_client, - api_key=embeddings_api_key, - endpoint=embeddings_endpoint, - model_id=embeddings_model or "text-embedding-3-small", - api_version=embeddings_api_version or "2024-02-15-preview", - ) - else: - default_headers = None - if ( - embeddings_provider == ServiceProviders.DOGRAH.value - and correlation_id - ): - default_headers = { - "X-Dograh-Correlation-Id": correlation_id, - } - embedding_service = OpenAIEmbeddingService( - db_client=db_client, - api_key=embeddings_api_key, - model_id=embeddings_model or "text-embedding-3-small", - base_url=embeddings_base_url, - default_headers=default_headers, - ) + # Search runs inside a workflow run: reuse the run's MPS correlation + # id (present only for v2 orgs; None otherwise → sent without the + # protocol). The Dograh-managed path forwards it via request metadata. + embedding_service = await build_embedding_service( + db_client=db_client, + provider=embeddings_provider, + api_key=embeddings_api_key, + model=embeddings_model, + base_url=embeddings_base_url, + endpoint=embeddings_endpoint, + api_version=embeddings_api_version, + correlation_id=correlation_id, + ) results = await embedding_service.search_similar_chunks( query=query, diff --git a/api/tasks/knowledge_base_processing.py b/api/tasks/knowledge_base_processing.py index a6ca0d6d..deb9c5ad 100644 --- a/api/tasks/knowledge_base_processing.py +++ b/api/tasks/knowledge_base_processing.py @@ -12,12 +12,28 @@ from loguru import logger from api.db import db_client from api.db.models import KnowledgeBaseChunkModel -from api.services.configuration.registry import ServiceProviders -from api.services.gen_ai import AzureOpenAIEmbeddingService, OpenAIEmbeddingService +from api.services.gen_ai import build_embedding_service from api.services.mps_service_key_client import mps_service_key_client from api.services.storage import storage_fs MAX_FILE_SIZE_BYTES = 5 * 1024 * 1024 +EMBEDDING_BATCH_SIZE = 64 + + +async def _embed_texts_in_batches( + embedding_service, + texts: list[str], + batch_size: int = EMBEDDING_BATCH_SIZE, +) -> list[list[float]]: + """Generate embeddings in bounded batches for provider/MPS stability.""" + embeddings: list[list[float]] = [] + for start in range(0, len(texts), batch_size): + batch = texts[start : start + batch_size] + logger.info( + f"Generating embedding batch {start // batch_size + 1} ({len(batch)} texts)" + ) + embeddings.extend(await embedding_service.embed_texts(batch)) + return embeddings async def process_knowledge_base_document( @@ -121,42 +137,13 @@ async def process_knowledge_base_document( mime_type=mime_type, ) - logger.info(f"Delegating document processing to MPS (mode={retrieval_mode})") - mps_response = await mps_service_key_client.process_document( - file_path=temp_file_path, - filename=filename, - content_type=mime_type or "application/octet-stream", - retrieval_mode=retrieval_mode, - max_tokens=max_tokens, - organization_id=organization_id, - created_by=created_by_provider_id, - ) - - docling_metadata = mps_response.get("docling_metadata", {}) - - if retrieval_mode == "full_document": - full_text = mps_response.get("full_text") or "" - await db_client.update_document_full_text(document_id, full_text) - await db_client.update_document_status( - document_id, - "completed", - total_chunks=0, - docling_metadata=docling_metadata, - ) - logger.info( - f"Successfully processed full_document {document_id}. " - f"Text length: {len(full_text)} chars" - ) - return - - # Chunked mode: fetch user embedding config, embed, and persist chunks. embeddings_provider = None embeddings_api_key = None embeddings_model = None embeddings_base_url = None embeddings_endpoint = None embeddings_api_version = None - if document.created_by: + if retrieval_mode == "chunked" and document.created_by: from api.services.configuration.ai_model_configuration import ( apply_managed_embeddings_base_url, get_resolved_ai_model_configuration, @@ -188,6 +175,34 @@ async def process_knowledge_base_document( f"model={embeddings_model}" ) + logger.info(f"Delegating document processing to MPS (mode={retrieval_mode})") + mps_response = await mps_service_key_client.process_document( + file_path=temp_file_path, + filename=filename, + content_type=mime_type or "application/octet-stream", + retrieval_mode=retrieval_mode, + max_tokens=max_tokens, + organization_id=organization_id, + created_by=created_by_provider_id, + ) + + docling_metadata = mps_response.get("docling_metadata", {}) + + if retrieval_mode == "full_document": + full_text = mps_response.get("full_text") or "" + await db_client.update_document_full_text(document_id, full_text) + await db_client.update_document_status( + document_id, + "completed", + total_chunks=0, + docling_metadata=docling_metadata, + ) + logger.info( + f"Successfully processed full_document {document_id}. " + f"Text length: {len(full_text)} chars" + ) + return + if not embeddings_api_key: error_message = ( "API key not configured. Please set your API key in " @@ -199,21 +214,20 @@ async def process_knowledge_base_document( ) return - if embeddings_provider == ServiceProviders.AZURE.value and embeddings_endpoint: - embedding_service = AzureOpenAIEmbeddingService( - db_client=db_client, - api_key=embeddings_api_key, - endpoint=embeddings_endpoint, - model_id=embeddings_model or "text-embedding-3-small", - api_version=embeddings_api_version or "2024-02-15-preview", - ) - else: - embedding_service = OpenAIEmbeddingService( - db_client=db_client, - api_key=embeddings_api_key, - model_id=embeddings_model or "text-embedding-3-small", - base_url=embeddings_base_url, - ) + # Ingestion runs outside any workflow run, so resolve the MPS correlation + # id here (mint only for orgs already on v2; never create an account). + embedding_service = await build_embedding_service( + db_client=db_client, + provider=embeddings_provider, + api_key=embeddings_api_key, + model=embeddings_model, + base_url=embeddings_base_url, + endpoint=embeddings_endpoint, + api_version=embeddings_api_version, + organization_id=organization_id, + created_by=created_by_provider_id, + resolve_correlation=True, + ) mps_chunks = mps_response.get("chunks", []) if not mps_chunks: @@ -242,12 +256,21 @@ async def process_knowledge_base_document( f"Generating embeddings for {len(chunk_texts)} chunks " f"using {embedding_service.get_model_id()}" ) - embeddings = await embedding_service.embed_texts(chunk_texts) + embeddings = await _embed_texts_in_batches(embedding_service, chunk_texts) + if len(embeddings) != len(chunk_records): + raise ValueError( + "Embedding count mismatch: " + f"expected {len(chunk_records)}, got {len(embeddings)}" + ) for chunk_record, embedding in zip(chunk_records, embeddings): chunk_record.embedding = embedding logger.info("Storing chunks in database") - await db_client.create_chunks_batch(chunk_records) + await db_client.replace_chunks_for_document( + document_id=document_id, + organization_id=organization_id, + chunks=chunk_records, + ) await db_client.update_document_status( document_id, @@ -262,9 +285,8 @@ async def process_knowledge_base_document( ) except Exception as e: - logger.error( - f"Error processing knowledge base document {document_id}: {e}", - exc_info=True, + logger.exception( + "Error processing knowledge base document {}: {}", document_id, e ) await db_client.update_document_status( document_id, "failed", error_message=str(e) diff --git a/api/tasks/run_integrations.py b/api/tasks/run_integrations.py index d99eaf0e..db23bec2 100644 --- a/api/tasks/run_integrations.py +++ b/api/tasks/run_integrations.py @@ -436,6 +436,15 @@ async def _execute_webhook_node( payload = render_template(webhook_data.payload_template or {}, render_context) + # Always surface the call disposition on the outgoing payload, even when the + # template author didn't reference it. Fill only if absent so a template that + # sets it explicitly keeps its own value. + if isinstance(payload, dict): + gathered_context = render_context.get("gathered_context") or {} + payload.setdefault( + "call_disposition", gathered_context.get("call_disposition", "") + ) + method = (webhook_data.http_method or "POST").upper() logger.info(f"Executing webhook '{webhook_name}': {method}") diff --git a/api/tests/integrations/_run_pipeline_helpers.py b/api/tests/integrations/_run_pipeline_helpers.py index 58b4ffd2..6b71c110 100644 --- a/api/tests/integrations/_run_pipeline_helpers.py +++ b/api/tests/integrations/_run_pipeline_helpers.py @@ -160,14 +160,6 @@ def patch_run_pipeline_externals( NoopFeedbackObserver, ) ) - # Disposition mapper would otherwise call out to the LLM. - stack.enter_context( - patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", - ) - ) # Capture the PipelineWorker so the test can drive it from outside. stack.enter_context( patch( diff --git a/api/tests/telephony/cloudonix/test_routes.py b/api/tests/telephony/cloudonix/test_routes.py index e22b0672..31cf220a 100644 --- a/api/tests/telephony/cloudonix/test_routes.py +++ b/api/tests/telephony/cloudonix/test_routes.py @@ -11,8 +11,9 @@ from unittest.mock import AsyncMock, patch import pytest from starlette.requests import Request +from api.enums import TelephonyCallStatus +from api.services.telephony.providers.cloudonix.provider import CloudonixProvider from api.services.telephony.providers.cloudonix.routes import handle_cloudonix_cdr -from api.services.telephony.status_processor import StatusCallbackRequest def _json_request(body: bytes) -> Request: @@ -79,33 +80,33 @@ async def test_cdr_route_handles_string_session(): assert result == {"status": "error", "message": "Missing call_id field"} -def test_from_cloudonix_cdr_tolerates_missing_session_and_disposition(): - """``from_cloudonix_cdr`` must not crash on a partial CDR payload.""" +def test_parse_cloudonix_cdr_tolerates_missing_session_and_disposition(): + """Cloudonix CDR parsing must not crash on a partial payload.""" # Missing both session and disposition. - req = StatusCallbackRequest.from_cloudonix_cdr({"domain": "acme.cloudonix.io"}) - assert req.call_id == "" - assert req.status == "" + req = CloudonixProvider.parse_cdr_status_callback({"domain": "acme.cloudonix.io"}) + assert req["call_id"] == "" + assert req["status"] == "" # Explicit null values. - req = StatusCallbackRequest.from_cloudonix_cdr( + req = CloudonixProvider.parse_cdr_status_callback( {"session": None, "disposition": None} ) - assert req.call_id == "" - assert req.status == "" + assert req["call_id"] == "" + assert req["status"] == "" -def test_from_cloudonix_cdr_tolerates_string_session(): - """``from_cloudonix_cdr`` treats a non-object session as missing call_id.""" - req = StatusCallbackRequest.from_cloudonix_cdr( +def test_parse_cloudonix_cdr_tolerates_string_session(): + """Cloudonix CDR parsing treats a non-object session as missing call_id.""" + req = CloudonixProvider.parse_cdr_status_callback( {"session": "abc", "disposition": "ANSWER"} ) - assert req.call_id == "" - assert req.status == "completed" + assert req["call_id"] == "" + assert req["status"] == TelephonyCallStatus.COMPLETED -def test_from_cloudonix_cdr_maps_disposition_and_session_token(): +def test_parse_cloudonix_cdr_maps_disposition_and_session_token(): """Normal, well-formed CDR payloads still map correctly.""" - req = StatusCallbackRequest.from_cloudonix_cdr( + req = CloudonixProvider.parse_cdr_status_callback( { "session": {"token": "abc123"}, "disposition": "BUSY", @@ -114,6 +115,20 @@ def test_from_cloudonix_cdr_maps_disposition_and_session_token(): "billsec": 12, } ) - assert req.call_id == "abc123" - assert req.status == "busy" - assert req.duration == "12" + assert req["call_id"] == "abc123" + assert req["status"] == TelephonyCallStatus.BUSY + assert req["duration"] == "12" + + +def test_parse_cloudonix_cdr_preserves_zero_billsec(): + """A zero billed duration must not fall back to total call duration.""" + req = CloudonixProvider.parse_cdr_status_callback( + { + "session": {"token": "abc123"}, + "disposition": "ANSWER", + "billsec": 0, + "duration": 42, + } + ) + + assert req["duration"] == "0" diff --git a/api/tests/telephony/test_status_processor.py b/api/tests/telephony/test_status_processor.py new file mode 100644 index 00000000..e0bbfd4a --- /dev/null +++ b/api/tests/telephony/test_status_processor.py @@ -0,0 +1,98 @@ +from types import SimpleNamespace +from unittest.mock import AsyncMock, patch + +import pytest + +from api.enums import TelephonyCallStatus, WorkflowRunState +from api.services.telephony.status_processor import ( + StatusCallbackRequest, + _process_status_update, +) +from api.tasks.function_names import FunctionNames + + +@pytest.mark.asyncio +async def test_initialized_no_answer_enqueues_workflow_completion(): + workflow_run = SimpleNamespace( + id=123, + campaign_id=None, + queued_run_id=None, + state=WorkflowRunState.INITIALIZED.value, + is_completed=False, + logs={"telephony_status_callbacks": []}, + gathered_context={"call_tags": ["existing"]}, + ) + status = StatusCallbackRequest( + call_id="call-123", + status="No-Answer", + ) + + with ( + patch("api.services.telephony.status_processor.db_client") as mock_db, + patch( + "api.services.telephony.status_processor.enqueue_job", + new_callable=AsyncMock, + ) as mock_enqueue, + ): + mock_db.get_workflow_run_by_id = AsyncMock(return_value=workflow_run) + mock_db.update_workflow_run = AsyncMock() + + await _process_status_update(123, status) + + log_update = mock_db.update_workflow_run.await_args_list[0].kwargs + callback_log = log_update["logs"]["telephony_status_callbacks"][0] + assert callback_log["status"] == "no-answer" + assert callback_log["call_id"] == "call-123" + + completion_update = mock_db.update_workflow_run.await_args_list[1].kwargs + assert completion_update["run_id"] == 123 + assert completion_update["is_completed"] is True + assert completion_update["state"] == WorkflowRunState.COMPLETED.value + assert completion_update["usage_info"] == {"call_duration_seconds": 0} + assert completion_update["gathered_context"] == { + "call_tags": ["existing", "not_connected", "telephony_no-answer"], + "call_disposition": "no-answer", + "mapped_call_disposition": "no-answer", + "call_id": "call-123", + } + mock_enqueue.assert_awaited_once_with( + FunctionNames.RUN_INTEGRATIONS_POST_WORKFLOW_RUN, 123 + ) + + +@pytest.mark.asyncio +async def test_running_terminal_status_does_not_enqueue_workflow_completion(): + workflow_run = SimpleNamespace( + id=456, + campaign_id=None, + queued_run_id=None, + state=WorkflowRunState.RUNNING.value, + is_completed=False, + logs={"telephony_status_callbacks": []}, + gathered_context={"call_tags": ["not_connected"]}, + ) + status = StatusCallbackRequest( + call_id="call-456", + status=TelephonyCallStatus.FAILED, + duration="7", + ) + + with ( + patch("api.services.telephony.status_processor.db_client") as mock_db, + patch( + "api.services.telephony.status_processor.enqueue_job", + new_callable=AsyncMock, + ) as mock_enqueue, + ): + mock_db.get_workflow_run_by_id = AsyncMock(return_value=workflow_run) + mock_db.update_workflow_run = AsyncMock() + + await _process_status_update(456, status) + + completion_update = mock_db.update_workflow_run.await_args_list[1].kwargs + assert "usage_info" not in completion_update + assert completion_update["gathered_context"]["call_tags"] == [ + "not_connected", + "telephony_failed", + ] + mock_enqueue.assert_not_awaited() diff --git a/api/tests/telephony/twilio/test_routes.py b/api/tests/telephony/twilio/test_routes.py index 6748d94b..acbb9df9 100644 --- a/api/tests/telephony/twilio/test_routes.py +++ b/api/tests/telephony/twilio/test_routes.py @@ -76,6 +76,34 @@ def _signature( return validator.compute_signature(url, form_data) +def test_twilio_provider_applies_answering_machine_detection_params(): + provider = TwilioProvider( + { + "account_sid": "AC123", + "auth_token": "twilio-auth-token", + "from_numbers": ["+15551230002"], + "amd_enabled": True, + } + ) + + data = provider.apply_answering_machine_detection_call_params({"To": "+1555"}) + + assert provider.supports_answering_machine_detection() is True + assert data["MachineDetection"] == "Enable" + + +def test_twilio_provider_parses_answering_machine_detection_result(): + provider = _provider() + + result = provider.parse_answering_machine_detection_result( + {"CallSid": "CA123", "AnsweredBy": "machine_start"} + ) + + assert result is not None + assert result.call_id == "CA123" + assert result.answered_by == "machine_start" + + @pytest.mark.asyncio async def test_twiml_route_accepts_valid_signature_with_extra_query_param(): provider = _provider() @@ -251,3 +279,106 @@ async def test_twilio_status_callback_accepts_valid_signature(): assert result == {"status": "success"} process_status.assert_awaited_once() + + +@pytest.mark.asyncio +async def test_twilio_status_callback_persists_answering_machine_detection_result(): + provider = _provider() + form_data = { + "CallSid": "CA123", + "CallStatus": "completed", + "AnsweredBy": "machine_start", + } + request = _request( + path="/api/v1/telephony/twilio/status-callback/123", + query={}, + form_data=form_data, + headers={ + "x-twilio-signature": _signature( + provider, + path="/api/v1/telephony/twilio/status-callback/123", + query={}, + form_data=form_data, + ) + }, + ) + + with ( + patch("api.services.telephony.providers.twilio.routes.db_client") as db_client, + patch( + "api.services.telephony.providers.twilio.routes.get_telephony_provider_for_run", + new_callable=AsyncMock, + return_value=provider, + ), + patch( + "api.services.telephony.providers.twilio.routes._process_status_update", + new_callable=AsyncMock, + ), + ): + db_client.get_workflow_run_by_id = AsyncMock( + return_value=SimpleNamespace(workflow_id=7) + ) + db_client.get_workflow_by_id = AsyncMock( + return_value=SimpleNamespace(organization_id=11) + ) + db_client.update_workflow_run = AsyncMock() + + result = await handle_twilio_status_callback( + workflow_run_id=123, request=request + ) + + assert result == {"status": "success"} + db_client.update_workflow_run.assert_awaited_once_with( + run_id=123, + gathered_context={"answered_by": "machine_start"}, + ) + + +@pytest.mark.asyncio +async def test_twilio_status_callback_continues_when_amd_persistence_fails(): + provider = _provider() + form_data = { + "CallSid": "CA123", + "CallStatus": "completed", + "AnsweredBy": "machine_start", + } + request = _request( + path="/api/v1/telephony/twilio/status-callback/123", + query={}, + form_data=form_data, + headers={ + "x-twilio-signature": _signature( + provider, + path="/api/v1/telephony/twilio/status-callback/123", + query={}, + form_data=form_data, + ) + }, + ) + + with ( + patch("api.services.telephony.providers.twilio.routes.db_client") as db_client, + patch( + "api.services.telephony.providers.twilio.routes.get_telephony_provider_for_run", + new_callable=AsyncMock, + return_value=provider, + ), + patch( + "api.services.telephony.providers.twilio.routes._process_status_update", + new_callable=AsyncMock, + ) as process_status, + ): + db_client.get_workflow_run_by_id = AsyncMock( + return_value=SimpleNamespace(workflow_id=7) + ) + db_client.get_workflow_by_id = AsyncMock( + return_value=SimpleNamespace(organization_id=11) + ) + db_client.update_workflow_run = AsyncMock(side_effect=RuntimeError("db down")) + + result = await handle_twilio_status_callback( + workflow_run_id=123, request=request + ) + + assert result == {"status": "success"} + process_status.assert_awaited_once() diff --git a/api/tests/test_ai_model_configuration_v2.py b/api/tests/test_ai_model_configuration_v2.py index 86faa549..296872fa 100644 --- a/api/tests/test_ai_model_configuration_v2.py +++ b/api/tests/test_ai_model_configuration_v2.py @@ -55,7 +55,7 @@ def test_dograh_v2_compiles_to_effective_managed_pipeline_with_embeddings(): assert effective.stt.provider == "dograh" assert effective.stt.language == "multi" assert effective.embeddings.provider == "dograh" - assert effective.embeddings.model == "default" + assert effective.embeddings.model == "dograh_embedding_v1" assert effective.managed_service_version == 2 @@ -132,7 +132,7 @@ async def test_byok_realtime_validator_does_not_require_stt_or_tts(): "llm": { "provider": "google", "api_key": "google-llm-key", - "model": "gemini-2.0-flash", + "model": "gemini-2.5-flash", }, }, }, @@ -154,7 +154,7 @@ async def test_pipeline_validator_requires_stt_and_tts_when_not_realtime(): llm=GoogleLLMService( provider="google", api_key="google-llm-key", - model="gemini-2.0-flash", + model="gemini-2.5-flash", ), realtime=GoogleRealtimeLLMConfiguration( provider="google_realtime", diff --git a/api/tests/test_dograh_embedding_service.py b/api/tests/test_dograh_embedding_service.py new file mode 100644 index 00000000..45af7738 --- /dev/null +++ b/api/tests/test_dograh_embedding_service.py @@ -0,0 +1,162 @@ +"""Tests for the Dograh-managed embedding service and its correlation resolver.""" + +from types import SimpleNamespace +from unittest.mock import AsyncMock + +import pytest + +from api.services.gen_ai.embedding.dograh_service import DograhEmbeddingService +from api.services.gen_ai.embedding.factory import resolve_embedding_correlation_id + + +def _service_with_fake_client(correlation_id): + service = DograhEmbeddingService( + db_client=None, + api_key="sk-test", + model_id="text-embedding-3-small", + base_url=None, + correlation_id=correlation_id, + ) + create = AsyncMock( + return_value=SimpleNamespace(data=[SimpleNamespace(embedding=[0.1, 0.2])]) + ) + service.client = SimpleNamespace(embeddings=SimpleNamespace(create=create)) + return service, create + + +@pytest.mark.asyncio +async def test_dograh_embedding_forwards_v2_protocol_when_correlation_present(): + service, create = _service_with_fake_client("corr-123") + + await service.embed_texts(["hello"]) + + create.assert_awaited_once() + kwargs = create.await_args.kwargs + assert kwargs["input"] == ["hello"] + assert kwargs["model"] == "text-embedding-3-small" + assert kwargs["extra_body"] == { + "metadata": { + "correlation_id": "corr-123", + "mps_billing_version": "2", + } + } + + +@pytest.mark.asyncio +async def test_dograh_embedding_sends_plain_without_correlation(): + service, create = _service_with_fake_client(None) + + await service.embed_texts(["hello"]) + + create.assert_awaited_once() + # No correlation id (e.g. a v1 org) → no MPS metadata; MPS accepts plain calls. + assert "extra_body" not in create.await_args.kwargs + + +def _fake_mps_client(*, status_return=None, minted="minted"): + return SimpleNamespace( + get_billing_account_status=AsyncMock(return_value=status_return), + create_correlation_id=AsyncMock(return_value={"correlation_id": minted}), + ) + + +@pytest.mark.asyncio +async def test_resolve_correlation_oss_mints_directly(monkeypatch): + fake = _fake_mps_client() + monkeypatch.setattr( + "api.services.mps_service_key_client.mps_service_key_client", fake + ) + monkeypatch.setattr("api.constants.DEPLOYMENT_MODE", "oss") + + result = await resolve_embedding_correlation_id( + organization_id=None, service_key="sk-mps" + ) + + assert result == "minted" + fake.create_correlation_id.assert_awaited_once_with(service_key="sk-mps") + fake.get_billing_account_status.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_resolve_correlation_hosted_v2_mints(monkeypatch): + fake = _fake_mps_client(status_return={"billing_mode": "v2"}) + monkeypatch.setattr( + "api.services.mps_service_key_client.mps_service_key_client", fake + ) + monkeypatch.setattr("api.constants.DEPLOYMENT_MODE", "hosted") + + result = await resolve_embedding_correlation_id( + organization_id=42, service_key="sk-mps", created_by="user-1" + ) + + assert result == "minted" + fake.get_billing_account_status.assert_awaited_once_with(42, created_by="user-1") + fake.create_correlation_id.assert_awaited_once_with(service_key="sk-mps") + + +@pytest.mark.asyncio +async def test_resolve_correlation_hosted_v1_returns_none_without_minting(monkeypatch): + fake = _fake_mps_client(status_return={"billing_mode": "v1"}) + monkeypatch.setattr( + "api.services.mps_service_key_client.mps_service_key_client", fake + ) + monkeypatch.setattr("api.constants.DEPLOYMENT_MODE", "hosted") + + result = await resolve_embedding_correlation_id( + organization_id=42, service_key="sk-mps" + ) + + assert result is None + fake.create_correlation_id.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_resolve_correlation_hosted_no_account_returns_none(monkeypatch): + fake = _fake_mps_client(status_return=None) + monkeypatch.setattr( + "api.services.mps_service_key_client.mps_service_key_client", fake + ) + monkeypatch.setattr("api.constants.DEPLOYMENT_MODE", "hosted") + + result = await resolve_embedding_correlation_id( + organization_id=42, service_key="sk-mps" + ) + + assert result is None + fake.create_correlation_id.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_resolve_correlation_no_service_key_returns_none(monkeypatch): + fake = _fake_mps_client(status_return={"billing_mode": "v2"}) + monkeypatch.setattr( + "api.services.mps_service_key_client.mps_service_key_client", fake + ) + monkeypatch.setattr("api.constants.DEPLOYMENT_MODE", "hosted") + + result = await resolve_embedding_correlation_id( + organization_id=42, service_key=None + ) + + assert result is None + fake.get_billing_account_status.assert_not_awaited() + fake.create_correlation_id.assert_not_awaited() + + +@pytest.mark.asyncio +async def test_resolve_correlation_swallows_errors(monkeypatch): + fake = SimpleNamespace( + get_billing_account_status=AsyncMock(side_effect=RuntimeError("mps down")), + create_correlation_id=AsyncMock(), + ) + monkeypatch.setattr( + "api.services.mps_service_key_client.mps_service_key_client", fake + ) + monkeypatch.setattr("api.constants.DEPLOYMENT_MODE", "hosted") + + # A transient MPS failure must not break embeddings — fall back to no protocol. + result = await resolve_embedding_correlation_id( + organization_id=42, service_key="sk-mps" + ) + + assert result is None diff --git a/api/tests/test_dograh_stt_service_factory.py b/api/tests/test_dograh_stt_service_factory.py new file mode 100644 index 00000000..ca33ad8a --- /dev/null +++ b/api/tests/test_dograh_stt_service_factory.py @@ -0,0 +1,107 @@ +from types import SimpleNamespace +from unittest.mock import patch + +from pipecat.services.settings import NOT_GIVEN +from pipecat.transcriptions.language import Language + +from api.services.configuration.registry import ServiceProviders +from api.services.pipecat.audio_config import AudioConfig +from api.services.pipecat.service_factory import ( + create_stt_service, + dograh_stt_uses_flux_language, + stt_uses_flux_turns, +) + + +def _audio_config() -> AudioConfig: + return AudioConfig( + transport_in_sample_rate=16000, + transport_out_sample_rate=16000, + ) + + +def _dograh_config(language: str | None) -> SimpleNamespace: + return SimpleNamespace( + stt=SimpleNamespace( + provider=ServiceProviders.DOGRAH.value, + api_key="mps-key", + model="default", + language=language, + ) + ) + + +def test_dograh_flux_language_predicate_matches_multilingual_support(): + assert dograh_stt_uses_flux_language(None) + assert dograh_stt_uses_flux_language("multi") + assert dograh_stt_uses_flux_language("es") + assert not dograh_stt_uses_flux_language("ar") + + +def test_stt_uses_flux_turns_only_for_dograh_flux_supported_languages(): + assert stt_uses_flux_turns(_dograh_config("multi")) + assert stt_uses_flux_turns(_dograh_config("es")) + assert not stt_uses_flux_turns(_dograh_config("ar")) + + +def test_create_dograh_multi_uses_flux_service_without_language_hint(): + user_config = _dograh_config("multi") + + with ( + patch( + "api.services.pipecat.service_factory.DograhFluxSTTService" + ) as flux_service, + patch("api.services.pipecat.service_factory.DograhSTTService") as stt_service, + ): + create_stt_service(user_config, _audio_config(), correlation_id="corr-123") + + flux_service.assert_called_once() + stt_service.assert_not_called() + kwargs = flux_service.call_args.kwargs + assert kwargs["correlation_id"] == "corr-123" + assert kwargs["settings"].model == "flux-general-multi" + assert kwargs["settings"].language_hints is NOT_GIVEN + + +def test_create_dograh_supported_language_uses_flux_service_with_hint(): + user_config = _dograh_config("es") + + with ( + patch( + "api.services.pipecat.service_factory.DograhFluxSTTService" + ) as flux_service, + patch("api.services.pipecat.service_factory.DograhSTTService") as stt_service, + ): + create_stt_service(user_config, _audio_config(), keyterms=["Dograh"]) + + flux_service.assert_called_once() + stt_service.assert_not_called() + kwargs = flux_service.call_args.kwargs + assert kwargs["settings"].model == "flux-general-multi" + assert kwargs["settings"].language_hints == [Language.ES] + assert kwargs["settings"].keyterm == ["Dograh"] + + +def test_create_dograh_unsupported_language_falls_back_to_standard_stt_service(): + user_config = _dograh_config("ar") + + with ( + patch( + "api.services.pipecat.service_factory.DograhFluxSTTService" + ) as flux_service, + patch("api.services.pipecat.service_factory.DograhSTTService") as stt_service, + ): + create_stt_service( + user_config, + _audio_config(), + keyterms=["Dograh"], + correlation_id="corr-123", + ) + + flux_service.assert_not_called() + stt_service.assert_called_once() + kwargs = stt_service.call_args.kwargs + assert kwargs["correlation_id"] == "corr-123" + assert kwargs["settings"].model == "default" + assert kwargs["settings"].language == "ar" + assert kwargs["keyterms"] == ["Dograh"] diff --git a/api/tests/test_gemini_json_schema_adapter.py b/api/tests/test_gemini_json_schema_adapter.py new file mode 100644 index 00000000..4a9eb353 --- /dev/null +++ b/api/tests/test_gemini_json_schema_adapter.py @@ -0,0 +1,160 @@ +from unittest.mock import patch + +from google.genai.types import GenerateContentConfig, LiveConnectConfig +from pipecat.adapters.schemas.function_schema import FunctionSchema +from pipecat.adapters.schemas.tools_schema import ToolsSchema + +from api.services.configuration.registry import ServiceProviders +from api.services.pipecat.gemini_json_schema_adapter import ( + DograhGeminiJSONSchemaAdapter, +) +from api.services.pipecat.realtime.gemini_live import DograhGeminiLiveLLMService +from api.services.pipecat.realtime.gemini_live_vertex import ( + DograhGeminiLiveVertexLLMService, +) +from api.services.pipecat.service_factory import ( + DograhGoogleLLMService, + DograhGoogleVertexLLMService, + create_llm_service_from_provider, +) + + +def test_gemini_tools_use_json_schema_parameters_for_external_schemas(): + function_schema = FunctionSchema( + name="customer_lookup", + description="Look up a customer by email.", + properties={ + "customerEmail": { + "description": "Customer email address", + "anyOf": [ + {"anyOf": [{"not": {}}]}, + {"const": ""}, + ], + }, + "metadata": { + "type": "object", + "additionalProperties": {"type": "string"}, + }, + }, + required=["customerEmail"], + ) + + tools = DograhGeminiJSONSchemaAdapter().to_provider_tools_format( + ToolsSchema(standard_tools=[function_schema]) + ) + + declaration = tools[0]["function_declarations"][0] + assert "parameters" not in declaration + assert ( + declaration["parameters_json_schema"]["properties"]["customerEmail"]["anyOf"][ + 0 + ]["anyOf"][0]["not"] + == {} + ) + assert ( + declaration["parameters_json_schema"]["properties"]["customerEmail"]["anyOf"][ + 1 + ]["const"] + == "" + ) + assert declaration["parameters_json_schema"]["properties"]["metadata"][ + "additionalProperties" + ] == {"type": "string"} + + GenerateContentConfig(tools=tools) + + +def test_gemini_tools_use_json_schema_parameters_for_no_argument_tools(): + function_schema = FunctionSchema( + name="refresh_context", + description="Refresh the current context.", + properties={}, + required=[], + ) + + tools = DograhGeminiJSONSchemaAdapter().to_provider_tools_format( + ToolsSchema(standard_tools=[function_schema]) + ) + + declaration = tools[0]["function_declarations"][0] + assert "parameters" not in declaration + assert declaration["parameters_json_schema"] == { + "type": "object", + "properties": {}, + "required": [], + } + + GenerateContentConfig(tools=tools) + + +def test_google_service_classes_use_dograh_gemini_adapter_class(): + assert DograhGoogleLLMService.adapter_class is DograhGeminiJSONSchemaAdapter + assert DograhGoogleVertexLLMService.adapter_class is DograhGeminiJSONSchemaAdapter + + +def test_google_llm_service_factory_uses_dograh_service_class(): + with patch( + "api.services.pipecat.service_factory.DograhGoogleLLMService", + ) as mock_service: + result = create_llm_service_from_provider( + provider=ServiceProviders.GOOGLE.value, + model="gemini-2.5-flash", + api_key="test-api-key", + ) + + assert result is mock_service.return_value + assert mock_service.call_args.kwargs["api_key"] == "test-api-key" + assert mock_service.call_args.kwargs["settings"].model == "gemini-2.5-flash" + + +def test_google_vertex_llm_service_factory_uses_dograh_service_class(): + with patch( + "api.services.pipecat.service_factory.DograhGoogleVertexLLMService", + ) as mock_service: + result = create_llm_service_from_provider( + provider=ServiceProviders.GOOGLE_VERTEX.value, + model="gemini-2.5-pro", + api_key=None, + project_id="demo-project", + location="us-central1", + credentials='{"type":"service_account"}', + ) + + assert result is mock_service.return_value + assert mock_service.call_args.kwargs["project_id"] == "demo-project" + assert mock_service.call_args.kwargs["location"] == "us-central1" + assert mock_service.call_args.kwargs["settings"].model == "gemini-2.5-pro" + + +def test_gemini_live_service_classes_use_dograh_gemini_adapter_class(): + assert DograhGeminiLiveLLMService.adapter_class is DograhGeminiJSONSchemaAdapter + # Vertex Live inherits adapter_class from DograhGeminiLiveLLMService via MRO. + assert ( + DograhGeminiLiveVertexLLMService.adapter_class is DograhGeminiJSONSchemaAdapter + ) + + +def test_gemini_live_config_accepts_json_schema_tools(): + function_schema = FunctionSchema( + name="customer_lookup", + description="Look up a customer by email.", + properties={ + "customerEmail": { + "description": "Customer email address", + "anyOf": [{"not": {}}, {"const": ""}], + }, + }, + required=["customerEmail"], + ) + + tools = DograhGeminiJSONSchemaAdapter().to_provider_tools_format( + ToolsSchema(standard_tools=[function_schema]) + ) + + declaration = tools[0]["function_declarations"][0] + assert "parameters" not in declaration + assert "parameters_json_schema" in declaration + + # Gemini Live validates tools through LiveConnectConfig rather than + # GenerateContentConfig; it must also accept the raw JSON Schema payload. + LiveConnectConfig(tools=tools) diff --git a/api/tests/test_google_vertex_llm_service_factory.py b/api/tests/test_google_vertex_llm_service_factory.py index 966d6573..cc02e464 100644 --- a/api/tests/test_google_vertex_llm_service_factory.py +++ b/api/tests/test_google_vertex_llm_service_factory.py @@ -34,7 +34,7 @@ class TestGoogleVertexLLMConfiguration: class TestGoogleVertexLLMServiceFactory: def test_create_llm_service_from_provider_uses_vertex_service(self): with patch( - "api.services.pipecat.service_factory.GoogleVertexLLMService" + "api.services.pipecat.service_factory.DograhGoogleVertexLLMService" ) as mock_service: create_llm_service_from_provider( provider=ServiceProviders.GOOGLE_VERTEX.value, @@ -65,7 +65,7 @@ class TestGoogleVertexLLMServiceFactory: ) with patch( - "api.services.pipecat.service_factory.GoogleVertexLLMService" + "api.services.pipecat.service_factory.DograhGoogleVertexLLMService" ) as mock_service: create_llm_service(user_config) diff --git a/api/tests/test_knowledge_base_processing_embeddings.py b/api/tests/test_knowledge_base_processing_embeddings.py new file mode 100644 index 00000000..5279f169 --- /dev/null +++ b/api/tests/test_knowledge_base_processing_embeddings.py @@ -0,0 +1,26 @@ +import pytest + +from api.tasks.knowledge_base_processing import _embed_texts_in_batches + + +class FakeEmbeddingService: + def __init__(self): + self.calls = [] + + async def embed_texts(self, texts): + self.calls.append(list(texts)) + return [[float(len(text))] for text in texts] + + +@pytest.mark.asyncio +async def test_embed_texts_in_batches_preserves_order(): + service = FakeEmbeddingService() + + embeddings = await _embed_texts_in_batches( + service, + ["a", "bb", "ccc", "dddd", "eeeee"], + batch_size=2, + ) + + assert service.calls == [["a", "bb"], ["ccc", "dddd"], ["eeeee"]] + assert embeddings == [[1.0], [2.0], [3.0], [4.0], [5.0]] diff --git a/api/tests/test_masked_key_rejection.py b/api/tests/test_masked_key_rejection.py index 45782335..437d1cc9 100644 --- a/api/tests/test_masked_key_rejection.py +++ b/api/tests/test_masked_key_rejection.py @@ -66,7 +66,7 @@ class TestMaskedKeyRejection: "llm": { "provider": "google", "api_key": MASKED_KEY, - "model": "gemini-2.0-flash", + "model": "gemini-2.5-flash", } }, ) @@ -97,7 +97,7 @@ class TestMaskedKeyRejection: "llm": { "provider": "google", "api_key": ["AIzaSyRealKey123456", MASKED_KEY], - "model": "gemini-2.0-flash", + "model": "gemini-2.5-flash", } }, ) @@ -115,7 +115,7 @@ class TestMaskedKeyRejection: llm=GoogleLLMService( provider="google", api_key=new_key, - model="gemini-2.0-flash", + model="gemini-2.5-flash", ) ) @@ -135,7 +135,7 @@ class TestMaskedKeyRejection: "llm": { "provider": "google", "api_key": new_key, - "model": "gemini-2.0-flash", + "model": "gemini-2.5-flash", } }, ) diff --git a/api/tests/test_pipecat_engine_context_update.py b/api/tests/test_pipecat_engine_context_update.py index b73c65ba..63afbbb9 100644 --- a/api/tests/test_pipecat_engine_context_update.py +++ b/api/tests/test_pipecat_engine_context_update.py @@ -126,22 +126,17 @@ async def run_pipeline_and_capture_context( new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) return llm, context diff --git a/api/tests/test_pipecat_engine_end_call.py b/api/tests/test_pipecat_engine_end_call.py index bc4fea8e..b927369b 100644 --- a/api/tests/test_pipecat_engine_end_call.py +++ b/api/tests/test_pipecat_engine_end_call.py @@ -268,28 +268,23 @@ class TestEndCallViaNodeTransition: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={"user_intent": "end call"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end call"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # Verify end_call_with_reason was called assert len(test_helper.end_call_reasons) >= 1, ( @@ -371,28 +366,23 @@ class TestEndCallViaNodeTransition: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={"greeting_type": "formal", "user_name": "John"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"greeting_type": "formal", "user_name": "John"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # Should have 3 LLM generations assert llm.get_current_step() == 3 @@ -469,28 +459,23 @@ class TestEndCallViaCustomTool: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="end_call_tool", + return_value={"user_intent": "end"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # Verify end_call_with_reason was called with END_CALL_TOOL_REASON assert len(test_helper.end_call_reasons) >= 1, ( @@ -560,28 +545,23 @@ class TestEndCallViaCustomTool: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="end_call_tool", + return_value={"user_intent": "end"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # Verify end_call_with_reason was called assert len(test_helper.end_call_reasons) >= 1, ( @@ -637,37 +617,32 @@ class TestEndCallViaClientDisconnect: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="user_hangup", + return_value={"user_intent": "disconnected"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "disconnected"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_disconnect(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_and_disconnect(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for initial generation to complete - await asyncio.sleep(0.1) + # Wait for initial generation to complete + await asyncio.sleep(0.1) - # Simulate client disconnect by calling end_call_with_reason directly - # This is what on_client_disconnected does - await engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, abort_immediately=True - ) + # Simulate client disconnect by calling end_call_with_reason directly + # This is what on_client_disconnected does + await engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, abort_immediately=True + ) - await asyncio.gather(run_pipeline(), initialize_and_disconnect()) + await asyncio.gather(run_pipeline(), initialize_and_disconnect()) # Verify end_call_with_reason was called with USER_HANGUP assert EndTaskReason.USER_HANGUP.value in test_helper.end_call_reasons, ( @@ -727,46 +702,41 @@ class TestEndCallRaceConditions: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="first_reason", + return_value={"user_intent": "end"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_race(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_and_race(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for initial generation - await asyncio.sleep(0.1) + # Wait for initial generation + await asyncio.sleep(0.1) - # Try to end call multiple times concurrently - await asyncio.gather( - engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, abort_immediately=True - ), - engine.end_call_with_reason( - EndTaskReason.END_CALL_TOOL_REASON.value, - abort_immediately=True, - ), - engine.end_call_with_reason( - EndTaskReason.USER_QUALIFIED.value, - abort_immediately=False, - ), - ) + # Try to end call multiple times concurrently + await asyncio.gather( + engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, abort_immediately=True + ), + engine.end_call_with_reason( + EndTaskReason.END_CALL_TOOL_REASON.value, + abort_immediately=True, + ), + engine.end_call_with_reason( + EndTaskReason.USER_QUALIFIED.value, + abort_immediately=False, + ), + ) - await asyncio.gather(run_pipeline(), initialize_and_race()) + await asyncio.gather(run_pipeline(), initialize_and_race()) # Due to the _call_disposed guard, only one end_call should fully execute # The tracked end_call_reasons will show all attempted calls @@ -838,41 +808,34 @@ class TestEndCallRaceConditions: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="end_reason", + return_value={"user_intent": "end"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_race_disconnect(): - nonlocal disconnect_called - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_and_race_disconnect(): + nonlocal disconnect_called + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for the end_call tool to be called - await asyncio.sleep(0.15) + # Wait for the end_call tool to be called + await asyncio.sleep(0.15) - # Simulate client disconnect racing with end_call tool - disconnect_called = True - await engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, abort_immediately=True - ) - - await asyncio.gather( - run_pipeline(), initialize_and_race_disconnect() + # Simulate client disconnect racing with end_call tool + disconnect_called = True + await engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, abort_immediately=True ) + await asyncio.gather(run_pipeline(), initialize_and_race_disconnect()) + # Verify disconnect was attempted assert disconnect_called, "Disconnect should have been called" @@ -933,40 +896,35 @@ class TestEndCallExtractionBehavior: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", + with patch.object( + VariableExtractionManager, + "_perform_extraction", + side_effect=mock_extraction, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - side_effect=mock_extraction, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_end(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_and_end(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for initial generation - await asyncio.sleep(0.1) + # Wait for initial generation + await asyncio.sleep(0.1) - # End the call - await engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, abort_immediately=True - ) + # End the call + await engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, abort_immediately=True + ) - # Verify extraction was awaited (synchronous) - assert extraction_completed.is_set(), ( - "Extraction should have completed before end_call returned" - ) + # Verify extraction was awaited (synchronous) + assert extraction_completed.is_set(), ( + "Extraction should have completed before end_call returned" + ) - await asyncio.gather(run_pipeline(), initialize_and_end()) + await asyncio.gather(run_pipeline(), initialize_and_end()) # Verify synchronous extraction was used sync_extractions = [ @@ -1058,35 +1016,30 @@ class TestEndCallExtractionBehavior: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", + with patch.object( + VariableExtractionManager, + "_perform_extraction", + extraction_mock, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - extraction_mock, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_end(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_and_end(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for initial generation - await asyncio.sleep(0.1) + # Wait for initial generation + await asyncio.sleep(0.1) - # End the call - await engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, abort_immediately=True - ) + # End the call + await engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, abort_immediately=True + ) - await asyncio.gather(run_pipeline(), initialize_and_end()) + await asyncio.gather(run_pipeline(), initialize_and_end()) # Extraction should have been called but the inner _perform_extraction # should not have been called because extraction_enabled=False diff --git a/api/tests/test_pipecat_engine_node_switch_with_user_speech.py b/api/tests/test_pipecat_engine_node_switch_with_user_speech.py index d815a694..aeebfe76 100644 --- a/api/tests/test_pipecat_engine_node_switch_with_user_speech.py +++ b/api/tests/test_pipecat_engine_node_switch_with_user_speech.py @@ -281,24 +281,19 @@ class TestNodeSwitchWithUserSpeech: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - # Start the LLM generation - user speech will be injected - # automatically when FunctionCallResultFrame #1 is seen - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + # Start the LLM generation - user speech will be injected + # automatically when FunctionCallResultFrame #1 is seen + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # Total 4 generations out of which 1 was cancelled due to interruption assert llm.get_current_step() == 4 diff --git a/api/tests/test_pipecat_engine_tool_calls.py b/api/tests/test_pipecat_engine_tool_calls.py index 5c71c09d..92d3c54d 100644 --- a/api/tests/test_pipecat_engine_tool_calls.py +++ b/api/tests/test_pipecat_engine_tool_calls.py @@ -117,24 +117,19 @@ async def run_pipeline_with_tool_calls( new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - # Small delay to let runner start - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + # Small delay to let runner start + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Run both concurrently - await asyncio.gather(run_pipeline(), initialize_engine()) + # Run both concurrently + await asyncio.gather(run_pipeline(), initialize_engine()) return llm, context diff --git a/api/tests/test_pipecat_engine_transition_mute.py b/api/tests/test_pipecat_engine_transition_mute.py index 1bb37774..9a6636f3 100644 --- a/api/tests/test_pipecat_engine_transition_mute.py +++ b/api/tests/test_pipecat_engine_transition_mute.py @@ -171,31 +171,26 @@ class TestTransitionFunctionMutesUser: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={"user_intent": "end call"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end call"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.wait_for( - asyncio.gather(run_pipeline(), initialize_engine()), - timeout=10.0, - ) + await asyncio.wait_for( + asyncio.gather(run_pipeline(), initialize_engine()), + timeout=10.0, + ) assert len(captured_states) == 1, ( f"Expected the transition function to be invoked exactly once, " @@ -245,31 +240,26 @@ class TestTransitionFunctionMutesUser: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={"user_intent": "end call"}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_intent": "end call"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.wait_for( - asyncio.gather(run_pipeline(), initialize_engine()), - timeout=10.0, - ) + await asyncio.wait_for( + asyncio.gather(run_pipeline(), initialize_engine()), + timeout=10.0, + ) assert function_call_mute_strategy._function_call_in_progress == set(), ( "FunctionCallUserMuteStrategy should have cleared its in-progress " diff --git a/api/tests/test_pipecat_engine_variable_extraction.py b/api/tests/test_pipecat_engine_variable_extraction.py index 9adfd867..12887a4b 100644 --- a/api/tests/test_pipecat_engine_variable_extraction.py +++ b/api/tests/test_pipecat_engine_variable_extraction.py @@ -156,29 +156,24 @@ class TestVariableExtractionDuringTransitions: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + # Mock the actual extraction to avoid needing a real LLM + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={"user_name": "John Doe"}, ): - # Mock the actual extraction to avoid needing a real LLM - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={"user_name": "John Doe"}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # Should have 3 LLM generations assert llm.get_current_step() == 3 diff --git a/api/tests/test_run_integrations_webhook.py b/api/tests/test_run_integrations_webhook.py new file mode 100644 index 00000000..326e6905 --- /dev/null +++ b/api/tests/test_run_integrations_webhook.py @@ -0,0 +1,88 @@ +from unittest.mock import AsyncMock, MagicMock, patch + +import pytest + +from api.services.workflow.dto import WebhookNodeData +from api.tasks.run_integrations import _execute_webhook_node + + +def _mock_httpx_client(captured: dict): + """Build a patch target for httpx.AsyncClient that records the request kwargs.""" + response = MagicMock() + response.status_code = 200 + response.raise_for_status = MagicMock() + + async def _request(**kwargs): + captured.update(kwargs) + return response + + client = MagicMock() + client.request = AsyncMock(side_effect=_request) + + ctx = MagicMock() + ctx.__aenter__ = AsyncMock(return_value=client) + ctx.__aexit__ = AsyncMock(return_value=False) + return MagicMock(return_value=ctx) + + +@pytest.mark.asyncio +async def test_webhook_injects_disposition_when_absent(): + """call_disposition is added to the payload when the template omits it.""" + webhook = WebhookNodeData( + name="Test Webhook", + enabled=True, + endpoint_url="https://example.com/hook", + payload_template={"event": "call_done"}, + ) + render_context = {"gathered_context": {"call_disposition": "no-answer"}} + + captured: dict = {} + with patch( + "api.tasks.run_integrations.httpx.AsyncClient", _mock_httpx_client(captured) + ): + ok = await _execute_webhook_node(webhook, render_context, organization_id=1) + + assert ok is True + assert captured["json"] == { + "event": "call_done", + "call_disposition": "no-answer", + } + + +@pytest.mark.asyncio +async def test_webhook_preserves_template_disposition(): + """A disposition key set explicitly in the template is not overwritten.""" + webhook = WebhookNodeData( + name="Test Webhook", + enabled=True, + endpoint_url="https://example.com/hook", + payload_template={"call_disposition": "custom-from-template"}, + ) + render_context = {"gathered_context": {"call_disposition": "no-answer"}} + + captured: dict = {} + with patch( + "api.tasks.run_integrations.httpx.AsyncClient", _mock_httpx_client(captured) + ): + await _execute_webhook_node(webhook, render_context, organization_id=1) + + assert captured["json"]["call_disposition"] == "custom-from-template" + + +@pytest.mark.asyncio +async def test_webhook_injects_empty_disposition_when_context_missing(): + """Missing gathered_context values fall back to an empty string, not omission.""" + webhook = WebhookNodeData( + name="Test Webhook", + enabled=True, + endpoint_url="https://example.com/hook", + payload_template={}, + ) + + captured: dict = {} + with patch( + "api.tasks.run_integrations.httpx.AsyncClient", _mock_httpx_client(captured) + ): + await _execute_webhook_node(webhook, {}, organization_id=1) + + assert captured["json"] == {"call_disposition": ""} diff --git a/api/tests/test_text_and_audio_playback.py b/api/tests/test_text_and_audio_playback.py index b46dc215..03897417 100644 --- a/api/tests/test_text_and_audio_playback.py +++ b/api/tests/test_text_and_audio_playback.py @@ -241,11 +241,6 @@ async def run_pipeline_and_capture_frames( new_callable=AsyncMock, return_value=1, ), - patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", - ), ): async def run(): diff --git a/api/tests/test_tts_endframe_with_audio_write_failure.py b/api/tests/test_tts_endframe_with_audio_write_failure.py index cc34a797..f7cd78e2 100644 --- a/api/tests/test_tts_endframe_with_audio_write_failure.py +++ b/api/tests/test_tts_endframe_with_audio_write_failure.py @@ -208,63 +208,58 @@ class TestTTSPauseWithAudioWriteFailure: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_end_call(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) + async def initialize_and_end_call(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) - # Start LLM generation - this will trigger TTS - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + # Start LLM generation - this will trigger TTS + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Sleep so that processing is paused in TTS Service - await asyncio.sleep(0.1) + # Sleep so that processing is paused in TTS Service + await asyncio.sleep(0.1) - await engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, - abort_immediately=False, - ) - - # Create tasks explicitly for better control - pipeline_task = asyncio.create_task(run_pipeline()) - end_call_task = asyncio.create_task(initialize_and_end_call()) - - # Wait with timeout - done, pending = await asyncio.wait( - [pipeline_task, end_call_task], - timeout=3.0, - return_when=asyncio.ALL_COMPLETED, + await engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, + abort_immediately=False, ) - # If there are pending tasks, we timed out - if pending: - test_timed_out = True - # Cancel all pending tasks - for t in pending: - t.cancel() + # Create tasks explicitly for better control + pipeline_task = asyncio.create_task(run_pipeline()) + end_call_task = asyncio.create_task(initialize_and_end_call()) - # Give limited time for cleanup - try: - await asyncio.wait_for( - asyncio.gather(*pending, return_exceptions=True), - timeout=1.0, - ) - except asyncio.TimeoutError: - pass # Cleanup took too long, continue anyway + # Wait with timeout + done, pending = await asyncio.wait( + [pipeline_task, end_call_task], + timeout=3.0, + return_when=asyncio.ALL_COMPLETED, + ) + + # If there are pending tasks, we timed out + if pending: + test_timed_out = True + # Cancel all pending tasks + for t in pending: + t.cancel() + + # Give limited time for cleanup + try: + await asyncio.wait_for( + asyncio.gather(*pending, return_exceptions=True), + timeout=1.0, + ) + except asyncio.TimeoutError: + pass # Cleanup took too long, continue anyway # Verify audio write was attempted but failed output_transport = transport._output @@ -327,62 +322,57 @@ class TestTTSPauseWithAudioWriteFailure: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_and_observe(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) + async def initialize_and_observe(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Sleep so that processing is paused in TTS Service - await asyncio.sleep(0.1) + # Sleep so that processing is paused in TTS Service + await asyncio.sleep(0.1) - await engine.end_call_with_reason( - EndTaskReason.USER_HANGUP.value, - abort_immediately=False, - ) - - # Create tasks explicitly for better control - pipeline_task = asyncio.create_task(run_pipeline()) - end_call_task = asyncio.create_task(initialize_and_observe()) - - # Wait with timeout - done, pending = await asyncio.wait( - [pipeline_task, end_call_task], - timeout=3.0, - return_when=asyncio.ALL_COMPLETED, + await engine.end_call_with_reason( + EndTaskReason.USER_HANGUP.value, + abort_immediately=False, ) - # If there are pending tasks, we timed out - if pending: - test_timed_out = True - # Cancel all pending tasks - for t in pending: - t.cancel() + # Create tasks explicitly for better control + pipeline_task = asyncio.create_task(run_pipeline()) + end_call_task = asyncio.create_task(initialize_and_observe()) - # Give limited time for cleanup - try: - await asyncio.wait_for( - asyncio.gather(*pending, return_exceptions=True), - timeout=1.0, - ) - except asyncio.TimeoutError: - pass # Cleanup took too long, continue anyway + # Wait with timeout + done, pending = await asyncio.wait( + [pipeline_task, end_call_task], + timeout=3.0, + return_when=asyncio.ALL_COMPLETED, + ) + + # If there are pending tasks, we timed out + if pending: + test_timed_out = True + # Cancel all pending tasks + for t in pending: + t.cancel() + + # Give limited time for cleanup + try: + await asyncio.wait_for( + asyncio.gather(*pending, return_exceptions=True), + timeout=1.0, + ) + except asyncio.TimeoutError: + pass # Cleanup took too long, continue anyway # Verify some frames were written successfully before failure output_transport = transport._output diff --git a/api/tests/test_user_idle_handler.py b/api/tests/test_user_idle_handler.py index 5e3b622a..34c6448e 100644 --- a/api/tests/test_user_idle_handler.py +++ b/api/tests/test_user_idle_handler.py @@ -261,22 +261,17 @@ class TestUserIdleHandler: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", - new_callable=AsyncMock, - return_value="completed", - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def initialize_engine(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + async def initialize_engine(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - await asyncio.gather(run_pipeline(), initialize_engine()) + await asyncio.gather(run_pipeline(), initialize_engine()) # All 5 LLM steps should have been consumed assert llm.get_current_step() == 5 diff --git a/api/tests/test_user_muting_during_bot_speech.py b/api/tests/test_user_muting_during_bot_speech.py index 6a6acf65..add3c024 100644 --- a/api/tests/test_user_muting_during_bot_speech.py +++ b/api/tests/test_user_muting_during_bot_speech.py @@ -247,50 +247,45 @@ class TestUserMutingDuringBotSpeech: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def run_test(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) + async def run_test(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) - # Trigger first LLM completion - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + # Trigger first LLM completion + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for first bot started - await asyncio.wait_for( - observer.first_bot_started.wait(), timeout=5.0 - ) - - # Queue user speaking frames so that second generation starts - await queue_user_speaking_and_transcript_frames(task) - - # Wait for first bot stopped - await asyncio.wait_for( - observer.first_bot_stopped.wait(), timeout=5.0 - ) - - await task.cancel() - - await asyncio.gather( - run_pipeline(), - run_test(), - return_exceptions=True, + # Wait for first bot started + await asyncio.wait_for( + observer.first_bot_started.wait(), timeout=5.0 ) + # Queue user speaking frames so that second generation starts + await queue_user_speaking_and_transcript_frames(task) + + # Wait for first bot stopped + await asyncio.wait_for( + observer.first_bot_stopped.wait(), timeout=5.0 + ) + + await task.cancel() + + await asyncio.gather( + run_pipeline(), + run_test(), + return_exceptions=True, + ) + # VERIFY: Muted at first BotStartedSpeaking assert len(observer.mute_status_on_bot_started) >= 1 assert observer.mute_status_on_bot_started[0] is True, ( @@ -337,55 +332,50 @@ class TestUserMutingDuringBotSpeech: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def run_test(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) + async def run_test(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) - # Trigger first LLM completion - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + # Trigger first LLM completion + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for first bot stopped (first response complete) - await asyncio.wait_for( - observer.first_bot_stopped.wait(), timeout=5.0 - ) - - # Queue user speaking frames for second generation - await queue_user_speaking_and_transcript_frames(task) - - # Wait for second bot started - await asyncio.wait_for( - observer.second_bot_started.wait(), timeout=5.0 - ) - - # Wait for second bot stopped - await asyncio.wait_for( - observer.second_bot_stopped.wait(), timeout=5.0 - ) - - await task.cancel() - - await asyncio.gather( - run_pipeline(), - run_test(), - return_exceptions=True, + # Wait for first bot stopped (first response complete) + await asyncio.wait_for( + observer.first_bot_stopped.wait(), timeout=5.0 ) + # Queue user speaking frames for second generation + await queue_user_speaking_and_transcript_frames(task) + + # Wait for second bot started + await asyncio.wait_for( + observer.second_bot_started.wait(), timeout=5.0 + ) + + # Wait for second bot stopped + await asyncio.wait_for( + observer.second_bot_stopped.wait(), timeout=5.0 + ) + + await task.cancel() + + await asyncio.gather( + run_pipeline(), + run_test(), + return_exceptions=True, + ) + # VERIFY: First bot started - should be muted (MuteUntilFirstBotComplete) assert len(observer.mute_status_on_bot_started) >= 2 assert observer.mute_status_on_bot_started[0] is True, ( @@ -432,55 +422,50 @@ class TestUserMutingDuringBotSpeech: new_callable=AsyncMock, return_value=1, ): - with patch( - "api.services.workflow.pipecat_engine.apply_disposition_mapping", + with patch.object( + VariableExtractionManager, + "_perform_extraction", new_callable=AsyncMock, - return_value="completed", + return_value={}, ): - with patch.object( - VariableExtractionManager, - "_perform_extraction", - new_callable=AsyncMock, - return_value={}, - ): - async def run_pipeline(): - await run_pipeline_worker(task) + async def run_pipeline(): + await run_pipeline_worker(task) - async def run_test(): - await asyncio.sleep(0.01) - await engine.initialize() - await engine.set_node(engine.workflow.start_node_id) + async def run_test(): + await asyncio.sleep(0.01) + await engine.initialize() + await engine.set_node(engine.workflow.start_node_id) - # Trigger first LLM completion - await engine.llm.queue_frame(LLMContextFrame(engine.context)) + # Trigger first LLM completion + await engine.llm.queue_frame(LLMContextFrame(engine.context)) - # Wait for first bot stopped (first response complete) - await asyncio.wait_for( - observer.first_bot_stopped.wait(), timeout=5.0 - ) - - # Queue user speaking frames for second llm generation - await queue_user_speaking_and_transcript_frames(task) - - # Wait for second bot started - await asyncio.wait_for( - observer.second_bot_started.wait(), timeout=5.0 - ) - - # Wait for second bot stopped - await asyncio.wait_for( - observer.second_bot_stopped.wait(), timeout=5.0 - ) - - await task.cancel() - - await asyncio.gather( - run_pipeline(), - run_test(), - return_exceptions=True, + # Wait for first bot stopped (first response complete) + await asyncio.wait_for( + observer.first_bot_stopped.wait(), timeout=5.0 ) + # Queue user speaking frames for second llm generation + await queue_user_speaking_and_transcript_frames(task) + + # Wait for second bot started + await asyncio.wait_for( + observer.second_bot_started.wait(), timeout=5.0 + ) + + # Wait for second bot stopped + await asyncio.wait_for( + observer.second_bot_stopped.wait(), timeout=5.0 + ) + + await task.cancel() + + await asyncio.gather( + run_pipeline(), + run_test(), + return_exceptions=True, + ) + # VERIFY: First bot started - should be muted (MuteUntilFirstBotComplete) assert len(observer.mute_status_on_bot_started) >= 2 assert observer.mute_status_on_bot_started[0] is True, ( diff --git a/api/tests/test_workflow_text_chat.py b/api/tests/test_workflow_text_chat.py index 40afdcfb..972661bc 100644 --- a/api/tests/test_workflow_text_chat.py +++ b/api/tests/test_workflow_text_chat.py @@ -1,10 +1,16 @@ +import json from types import SimpleNamespace from unittest.mock import AsyncMock, patch import pytest +from pipecat.processors.aggregators.llm_context import LLMSpecificMessage from api.db.models import OrganizationModel, UserModel from api.schemas.ai_model_configuration import EffectiveAIModelConfiguration +from api.services.workflow.text_chat_runner import ( + _deserialize_text_chat_checkpoint_messages, + _serialize_text_chat_checkpoint_messages, +) from api.tests.integrations._run_pipeline_helpers import USER_CONFIGURATION from pipecat.tests import MockLLMService @@ -18,6 +24,49 @@ def _log_texts(logs: dict | None, event_type: str) -> list[str]: ] +def test_text_chat_checkpoint_messages_round_trip_google_thought_signature(): + signature = bytes.fromhex("12340a32010c39d6c7f38fd8b8eb6ab0") + messages = [ + {"role": "assistant", "content": "Hello."}, + { + "role": "user", + "content": "Hi", + }, + LLMSpecificMessage( + llm="google", + message={ + "type": "thought_signature", + "signature": signature, + "bookmark": {"text": "Hello."}, + }, + ), + ] + + encoded = _serialize_text_chat_checkpoint_messages(messages) + + json.dumps(encoded) + assert encoded[-1] == { + "__specific__": True, + "llm": "google", + "message": { + "type": "thought_signature", + "signature": { + "__type__": "bytes", + "__data__": "EjQKMgEMOdbH84/YuOtqsA==", + }, + "bookmark": {"text": "Hello."}, + }, + } + + restored = _deserialize_text_chat_checkpoint_messages(encoded) + + assert restored[:2] == messages[:2] + assert isinstance(restored[-1], LLMSpecificMessage) + assert restored[-1].llm == "google" + assert restored[-1].message["signature"] == signature + assert restored[-1].message["bookmark"] == {"text": "Hello."} + + async def _create_user_and_workflow( db_session, async_session, diff --git a/docker-compose.yaml b/docker-compose.yaml index 134de93d..352c4356 100644 --- a/docker-compose.yaml +++ b/docker-compose.yaml @@ -145,8 +145,27 @@ services: # Redis configuration (using containerized redis) REDIS_URL: "redis://:${REDIS_PASSWORD:-redissecret}@redis:6379" - # Storage configuration - using local MinIO - ENABLE_AWS_S3: "false" + # Storage configuration - bundled MinIO by default. Set ENABLE_AWS_S3=true + # in .env to make the API use AWS S3 or another S3-compatible server. + ENABLE_AWS_S3: "${ENABLE_AWS_S3:-false}" + + # S3 backend configuration. Compose's .env file is used for interpolation, + # but those values are not automatically injected into containers, so pass + # the S3 settings through explicitly. + AWS_ACCESS_KEY_ID: "${AWS_ACCESS_KEY_ID:-}" + AWS_SECRET_ACCESS_KEY: "${AWS_SECRET_ACCESS_KEY:-}" + AWS_SESSION_TOKEN: "${AWS_SESSION_TOKEN:-}" + S3_BUCKET: "${S3_BUCKET:-}" + S3_REGION: "${S3_REGION:-us-east-1}" + + # For a non-AWS S3-compatible server, also set these in Compose's .env + # S3_ENDPOINT_URL e.g. https://s3.example.com + # S3_SIGNATURE_VERSION set "s3v4" if the server requires SigV4 (e.g. rustfs) + # S3_ADDRESSING_STYLE set "path" if the server / TLS cert requires path-style + # The S3 backend issues real presigned URLs, so the bucket can stay private. + S3_ENDPOINT_URL: "${S3_ENDPOINT_URL:-}" + S3_SIGNATURE_VERSION: "${S3_SIGNATURE_VERSION:-}" + S3_ADDRESSING_STYLE: "${S3_ADDRESSING_STYLE:-}" # MinIO MINIO_ENDPOINT: "minio:9000" diff --git a/docs/api-reference/openapi.json b/docs/api-reference/openapi.json index b428005e..457def3a 100644 --- a/docs/api-reference/openapi.json +++ b/docs/api-reference/openapi.json @@ -1 +1 @@ -{"openapi":"3.1.0","info":{"title":"Dograh API","description":"API for the Dograh app","version":"1.0.0"},"servers":[{"url":"https://app.dograh.com","description":"Production"},{"url":"http://localhost:8000","description":"Local development"}],"paths":{"/api/v1/telephony/initiate-call":{"post":{"tags":["main"],"summary":"Initiate Call","description":"Initiate a call using the configured telephony provider from web browser. This is\nsupposed to be a test call method for the draft version of the agent.","operationId":"initiate_call_api_v1_telephony_initiate_call_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/InitiateCallRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"test_phone_call","x-sdk-description":"Place a test call from a workflow to a phone number."}},"/api/v1/telephony/inbound/run":{"post":{"tags":["main"],"summary":"Handle Inbound Run","description":"Workflow-agnostic inbound dispatcher.\n\nAll providers can point a single webhook at this endpoint instead of one\nURL per workflow. The dispatcher resolves the org from the webhook's\naccount_id and the workflow from the called number's\n``inbound_workflow_id``. This is what ``configure_inbound`` writes into\neach provider's resource so per-workflow webhook bookkeeping disappears.\n\nProvider-specific signature/timestamp headers are not enumerated here \u2014\neach provider's ``verify_inbound_signature`` reads its own headers from\nthe dict, so adding a new provider doesn't require changes to this route.","operationId":"handle_inbound_run_api_v1_telephony_inbound_run_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"}}}},"/api/v1/telephony/inbound/fallback":{"post":{"tags":["main"],"summary":"Handle Inbound Fallback","description":"Fallback endpoint that returns audio message when calls cannot be processed.","operationId":"handle_inbound_fallback_api_v1_telephony_inbound_fallback_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"}}}},"/api/v1/telephony/inbound/{workflow_id}":{"post":{"tags":["main"],"summary":"Handle Inbound Telephony","description":"[LEGACY] Per-workflow inbound webhook.\n\nSuperseded by ``POST /inbound/run``, which resolves the workflow from\nthe called number's ``inbound_workflow_id`` and lets a single webhook\nURL serve every workflow in the org. New integrations should point\ntheir provider at ``/inbound/run``; this route is kept only for\nexisting provider configurations that still encode ``workflow_id``\nin the URL.","operationId":"handle_inbound_telephony_api_v1_telephony_inbound__workflow_id__post","deprecated":true,"parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/transfer-result/{transfer_id}":{"post":{"tags":["main"],"summary":"Complete Transfer Function Call","description":"Webhook endpoint to complete the function call with transfer result.\n\nCalled by Twilio's StatusCallback when the transfer call status changes.","operationId":"complete_transfer_function_call_api_v1_telephony_transfer_result__transfer_id__post","parameters":[{"name":"transfer_id","in":"path","required":true,"schema":{"type":"string","title":"Transfer Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/cloudonix/status-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Cloudonix Status Callback","description":"Handle Cloudonix-specific status callbacks.\n\nCloudonix sends call status updates to the callback URL specified during call initiation.","operationId":"handle_cloudonix_status_callback_api_v1_telephony_cloudonix_status_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/cloudonix/cdr":{"post":{"tags":["main"],"summary":"Handle Cloudonix Cdr","description":"Handle Cloudonix CDR (Call Detail Record) webhooks.\n\nCloudonix sends CDR records when calls complete. The CDR contains:\n- domain: Used to identify the organization\n- call_id: Used to find the workflow run\n- disposition: Call termination status (ANSWER, BUSY, CANCEL, FAILED, CONGESTION, NOANSWER)\n- duration/billsec: Call duration information","operationId":"handle_cloudonix_cdr_api_v1_telephony_cloudonix_cdr_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"}}}},"/api/v1/telephony/plivo/hangup-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Plivo Hangup Callback","description":"Handle Plivo hangup callbacks.","operationId":"handle_plivo_hangup_callback_api_v1_telephony_plivo_hangup_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/plivo/ring-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Plivo Ring Callback","description":"Handle Plivo ring callbacks.","operationId":"handle_plivo_ring_callback_api_v1_telephony_plivo_ring_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/telnyx/events/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Telnyx Events","description":"Handle Telnyx Call Control webhook events.\n\nTelnyx sends all call lifecycle events (call.initiated, call.answered,\ncall.hangup, streaming.started, streaming.stopped) as JSON POST requests.","operationId":"handle_telnyx_events_api_v1_telephony_telnyx_events__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/telnyx/transfer-result/{transfer_id}":{"post":{"tags":["main"],"summary":"Handle Telnyx Transfer Result","description":"Handle Telnyx Call Control events for the transfer destination leg.\n\nThe destination leg is dialed by :meth:`TelnyxProvider.transfer_call` with\nthis URL as ``webhook_url``. Telnyx sends every event for that leg here.\nOutcomes:\n\n- ``call.answered``: seed a conference with the destination's live\n ``call_control_id``, stamp ``conference_id`` onto the TransferContext,\n and publish ``DESTINATION_ANSWERED`` so ``transfer_call_handler`` can\n end the pipeline. ``TelnyxConferenceStrategy`` then joins the caller\n into this conference at pipeline teardown.\n- ``call.hangup`` pre-answer (no ``conference_id`` on the context):\n publish ``TRANSFER_FAILED`` so the LLM can recover.\n- ``call.hangup`` post-answer (``conference_id`` set): the destination\n left a bridged conference; hang up the caller's leg to tear down the\n empty bridge (Telnyx's create_conference doesn't accept\n ``end_conference_on_exit`` on the seed leg).\n\nEvent references:\n - call.answered: https://developers.telnyx.com/api-reference/callbacks/call-answered\n - call.hangup: https://developers.telnyx.com/api-reference/callbacks/call-hangup","operationId":"handle_telnyx_transfer_result_api_v1_telephony_telnyx_transfer_result__transfer_id__post","parameters":[{"name":"transfer_id","in":"path","required":true,"schema":{"type":"string","title":"Transfer Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/twilio/status-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Twilio Status Callback","description":"Handle Twilio-specific status callbacks.","operationId":"handle_twilio_status_callback_api_v1_telephony_twilio_status_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vobiz/hangup-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Vobiz Hangup Callback","description":"Handle Vobiz hangup callback (sent when call ends).\n\nVobiz sends callbacks to hangup_url when the call terminates.\nThis includes call duration, status, and billing information.","operationId":"handle_vobiz_hangup_callback_api_v1_telephony_vobiz_hangup_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vobiz/ring-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Vobiz Ring Callback","description":"Handle Vobiz ring callback (sent when call starts ringing).\n\nVobiz can send callbacks to ring_url when the call starts ringing.\nThis is optional and used for tracking ringing status.","operationId":"handle_vobiz_ring_callback_api_v1_telephony_vobiz_ring_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vobiz/hangup-callback/workflow/{workflow_id}":{"post":{"tags":["main"],"summary":"Handle Vobiz Hangup Callback By Workflow","description":"Handle Vobiz hangup callback with workflow_id - finds workflow run by call_id.","operationId":"handle_vobiz_hangup_callback_by_workflow_api_v1_telephony_vobiz_hangup_callback_workflow__workflow_id__post","parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vonage/events/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Vonage Events","description":"Handle Vonage-specific event webhooks.\n\nVonage sends all call events to a single endpoint.\nEvents include: started, ringing, answered, complete, failed, etc.","operationId":"handle_vonage_events_api_v1_telephony_vonage_events__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/superuser/impersonate":{"post":{"tags":["main","superuser"],"summary":"Impersonate","description":"Impersonate a user as a super-admin.\nInternally, Stack Auth requires the **provider user ID** (a UUID-ish string)\nto create an impersonation session.","operationId":"impersonate_api_v1_superuser_impersonate_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ImpersonateRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ImpersonateResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/superuser/workflow-runs":{"get":{"tags":["main","superuser"],"summary":"Get Workflow Runs","description":"Get paginated list of all workflow runs with organization information.\nRequires superuser privileges.\n\nFilters should be provided as a JSON-encoded array of filter criteria.\nExample: [{\"field\": \"id\", \"type\": \"number\", \"value\": {\"value\": 680}}]","operationId":"get_workflow_runs_api_v1_superuser_workflow_runs_get","parameters":[{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"description":"Page number (starts from 1)","default":1,"title":"Page"},"description":"Page number (starts from 1)"},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"description":"Number of items per page","default":50,"title":"Limit"},"description":"Number of items per page"},{"name":"filters","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"JSON-encoded filter criteria","title":"Filters"},"description":"JSON-encoded filter criteria"},{"name":"sort_by","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Field to sort by (e.g., 'duration', 'created_at')","title":"Sort By"},"description":"Field to sort by (e.g., 'duration', 'created_at')"},{"name":"sort_order","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Sort order ('asc' or 'desc')","default":"desc","title":"Sort Order"},"description":"Sort order ('asc' or 'desc')"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/SuperuserWorkflowRunsListResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/{workflow_id}/validate":{"post":{"tags":["main"],"summary":"Validate Workflow","description":"Validate all nodes in a workflow to ensure they have required fields.\n\nArgs:\n workflow_id: The ID of the workflow to validate\n user: The authenticated user\n\nReturns:\n Object indicating if workflow is valid and any invalid nodes/edges","operationId":"validate_workflow_api_v1_workflow__workflow_id__validate_post","parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ValidateWorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/create/definition":{"post":{"tags":["main"],"summary":"Create Workflow","description":"Create a new workflow from the client\n\nArgs:\n request: The create workflow request\n user: The user to create the workflow for","operationId":"create_workflow_api_v1_workflow_create_definition_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateWorkflowRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"create_workflow","x-sdk-description":"Create a new workflow from a workflow definition."}},"/api/v1/workflow/create/template":{"post":{"tags":["main"],"summary":"Create Workflow From Template","description":"Create a new workflow from a natural language template request.\n\nThis endpoint:\n1. Uses mps_service_key_client to call MPS workflow API\n2. Passes organization ID (authenticated mode) or created_by (OSS mode)\n3. Creates the workflow in the database\n\nArgs:\n request: The template creation request with call_type, use_case, and activity_description\n user: The authenticated user\n\nReturns:\n The created workflow\n\nRaises:\n HTTPException: If MPS API call fails","operationId":"create_workflow_from_template_api_v1_workflow_create_template_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateWorkflowTemplateRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/count":{"get":{"tags":["main"],"summary":"Get Workflow Count","description":"Get workflow counts for the authenticated user's organization.\n\nThis is a lightweight endpoint for checking if the user has workflows,\nuseful for redirect logic without fetching full workflow data.","operationId":"get_workflow_count_api_v1_workflow_count_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowCountResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/fetch":{"get":{"tags":["main"],"summary":"Get Workflows","description":"Get all workflows for the authenticated user's organization.\n\nReturns a lightweight response with only essential fields for listing.\nUse GET /workflow/fetch/{workflow_id} to get full workflow details.","operationId":"get_workflows_api_v1_workflow_fetch_get","parameters":[{"name":"status","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by status - can be single value (active/archived) or comma-separated (active,archived)","title":"Status"},"description":"Filter by status - can be single value (active/archived) or comma-separated (active,archived)"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/WorkflowListResponse"},"title":"Response Get Workflows Api V1 Workflow Fetch Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"list_workflows","x-sdk-description":"List all workflows in the authenticated organization."}},"/api/v1/workflow/fetch/{workflow_id}":{"get":{"tags":["main"],"summary":"Get Workflow","description":"Get a single workflow by ID.\n\nIf a draft version exists, returns the draft content for editing.\nOtherwise returns the published version's content.","operationId":"get_workflow_api_v1_workflow_fetch__workflow_id__get","parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"get_workflow","x-sdk-description":"Get a single workflow by ID (returns draft if one exists, else published)."}},"/api/v1/workflow/{workflow_id}/versions":{"get":{"tags":["main"],"summary":"Get Workflow Versions","description":"List versions for a workflow, newest first.\n\nPass `limit`/`offset` to page through long histories. 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file stored on S3 / MinIO.\n\nAccess Control:\n* Known org-scoped keys (for example ``campaigns/{org_id}/...`` and\n ``knowledge_base/{org_id}/...``) are authorized by matching the org_id\n against the requesting user's organization.\n* Legacy keys (``recordings/{run_id}.wav``, ``transcripts/{run_id}.txt``)\n are authorized via the workflow run they belong to.\n* Superusers can request any key.","operationId":"get_signed_url_api_v1_s3_signed_url_get","parameters":[{"name":"key","in":"query","required":true,"schema":{"type":"string","description":"S3 object key","title":"Key"},"description":"S3 object key"},{"name":"expires_in","in":"query","required":false,"schema":{"type":"integer","default":3600,"title":"Expires In"}},{"name":"inline","in":"query","required":false,"schema":{"type":"boolean","default":false,"title":"Inline"}},{"name":"storage_backend","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Storage backend to use (e.g. 'minio', 's3'). When omitted the backend is inferred from the resource.","title":"Storage Backend"},"description":"Storage backend to use (e.g. 'minio', 's3'). When omitted the backend is inferred from the resource."},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/S3SignedUrlResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/s3/file-metadata":{"get":{"tags":["main","s3"],"summary":"Get file metadata for debugging","description":"Get file metadata including creation timestamp for debugging.\n\nAccess Control:\n* Superusers can request any key.\n* Regular users can only request resources belonging to **their** workflow runs.","operationId":"get_file_metadata_api_v1_s3_file_metadata_get","parameters":[{"name":"key","in":"query","required":true,"schema":{"type":"string","description":"S3 object key","title":"Key"},"description":"S3 object key"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/FileMetadataResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/s3/presigned-upload-url":{"post":{"tags":["main","s3"],"summary":"Generate a presigned URL for direct CSV upload","description":"Generate a presigned PUT URL for direct CSV file upload to S3/MinIO.\n\nThis endpoint enables browser-to-storage uploads without passing through the backend\n\nAccess Control:\n* All authenticated users can upload CSV files scoped to their organization.\n* Files are stored with organization-scoped keys for multi-tenancy.\n\nReturns:\n* upload_url: Presigned URL (valid for 15 minutes) for PUT request\n* file_key: Unique storage key to use as source_id in campaign creation\n* expires_in: URL expiration time in seconds","operationId":"get_presigned_upload_url_api_v1_s3_presigned_upload_url_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/PresignedUploadUrlRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/PresignedUploadUrlResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/user/service-keys":{"get":{"tags":["main"],"summary":"Get Service Keys","description":"Get all service keys for the user's organization.","operationId":"get_service_keys_api_v1_user_service_keys_get","parameters":[{"name":"include_archived","in":"query","required":false,"schema":{"type":"boolean","default":false,"title":"Include Archived"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/ServiceKeyResponse"},"title":"Response Get Service Keys Api V1 User Service Keys Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"post":{"tags":["main"],"summary":"Create Service Key","description":"Create a new service key for the user's organization.","operationId":"create_service_key_api_v1_user_service_keys_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateServiceKeyRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateServiceKeyResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/user/service-keys/{service_key_id}":{"delete":{"tags":["main"],"summary":"Archive Service Key","description":"Archive a service key.","operationId":"archive_service_key_api_v1_user_service_keys__service_key_id__delete","parameters":[{"name":"service_key_id","in":"path","required":true,"schema":{"type":"string","title":"Service Key Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/user/service-keys/{service_key_id}/reactivate":{"put":{"tags":["main"],"summary":"Reactivate Service Key","description":"Reactivate an archived service key.\n\nNote: This endpoint is provided for API compatibility but service key\nreactivation is not supported by MPS. Once archived, a service key\ncannot be reactivated and a new key must be created instead.","operationId":"reactivate_service_key_api_v1_user_service_keys__service_key_id__reactivate_put","parameters":[{"name":"service_key_id","in":"path","required":true,"schema":{"type":"string","title":"Service Key Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/current-period":{"get":{"tags":["main"],"summary":"Get Current Period Usage","description":"Get current reporting-period usage for the user's organization.","operationId":"get_current_period_usage_api_v1_organizations_usage_current_period_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/CurrentUsageResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/mps-credits":{"get":{"tags":["main"],"summary":"Get Mps Credits","description":"Get aggregated usage and quota from MPS.\n\nOSS users: queries by provider_id (created_by).\nHosted users: queries by organization_id.","operationId":"get_mps_credits_api_v1_organizations_usage_mps_credits_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/MPSCreditsResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/billing/credits":{"get":{"tags":["main"],"summary":"Get Billing Credits","description":"Return legacy MPS credits or paginated v2 billing ledger details for the org.","operationId":"get_billing_credits_api_v1_organizations_billing_credits_get","parameters":[{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"default":1,"title":"Page"}},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"default":50,"title":"Limit"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/MPSBillingCreditsResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/mps-credits/purchase-url":{"post":{"tags":["main"],"summary":"Create Mps Credit Purchase Url","description":"Create a checkout URL for organizations using Dograh-managed MPS v2.","operationId":"create_mps_credit_purchase_url_api_v1_organizations_usage_mps_credits_purchase_url_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/MPSCreditPurchaseUrlResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/runs":{"get":{"tags":["main"],"summary":"Get Usage History","description":"Get paginated workflow runs with usage for the organization.","operationId":"get_usage_history_api_v1_organizations_usage_runs_get","parameters":[{"name":"start_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`.","examples":["2026-04-01T00:00:00Z"],"title":"Start Date"},"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`."},{"name":"end_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`.","examples":["2026-05-01T00:00:00Z"],"title":"End Date"},"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`."},{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"default":1,"title":"Page"}},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"default":50,"title":"Limit"}},{"name":"filters","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n","examples":["[{\"attribute\":\"callerNumber\",\"type\":\"text\",\"value\":{\"value\":\"415555\"}}]","[{\"attribute\":\"campaignId\",\"type\":\"number\",\"value\":{\"value\":7}},{\"attribute\":\"duration\",\"type\":\"numberRange\",\"value\":{\"min\":60,\"max\":300}}]","[{\"attribute\":\"dispositionCode\",\"type\":\"multiSelect\",\"value\":{\"codes\":[\"XFER\",\"DNC\"]}}]"],"title":"Filters"},"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/UsageHistoryResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/runs/report":{"get":{"tags":["main"],"summary":"Download Usage Runs Report","description":"Download a CSV of runs matching the same filters as `/usage/runs`.","operationId":"download_usage_runs_report_api_v1_organizations_usage_runs_report_get","parameters":[{"name":"start_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`.","title":"Start Date"},"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`."},{"name":"end_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`.","title":"End Date"},"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`."},{"name":"filters","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n","title":"Filters"},"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/daily-breakdown":{"get":{"tags":["main"],"summary":"Get Daily Usage Breakdown","description":"Get daily usage breakdown for the last N days. Only available for organizations with pricing.","operationId":"get_daily_usage_breakdown_api_v1_organizations_usage_daily_breakdown_get","parameters":[{"name":"days","in":"query","required":false,"schema":{"type":"integer","maximum":30,"minimum":1,"description":"Number of days to include","default":7,"title":"Days"},"description":"Number of days to include"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DailyUsageBreakdownResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/reports/daily":{"get":{"tags":["main"],"summary":"Get Daily Report","description":"Get daily report for the specified date and timezone.\nIf workflow_id is provided, filters results to that specific workflow.\nIf workflow_id is None, includes all workflows for the organization.","operationId":"get_daily_report_api_v1_organizations_reports_daily_get","parameters":[{"name":"date","in":"query","required":true,"schema":{"type":"string","description":"Date in YYYY-MM-DD format","title":"Date"},"description":"Date in YYYY-MM-DD format"},{"name":"timezone","in":"query","required":true,"schema":{"type":"string","description":"IANA timezone (e.g., 'America/New_York')","title":"Timezone"},"description":"IANA timezone (e.g., 'America/New_York')"},{"name":"workflow_id","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"Optional workflow ID to filter by","title":"Workflow Id"},"description":"Optional workflow ID to filter by"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DailyReportResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/reports/workflows":{"get":{"tags":["main"],"summary":"Get Workflow Options","description":"Get all workflows for the user's organization.\nUsed to populate the workflow selector dropdown in the reports page.","operationId":"get_workflow_options_api_v1_organizations_reports_workflows_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/WorkflowOption"},"title":"Response Get Workflow Options Api V1 Organizations Reports Workflows Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/reports/daily/runs":{"get":{"tags":["main"],"summary":"Get Daily Runs Detail","description":"Get detailed workflow runs for the specified date.\nUsed for CSV export functionality.","operationId":"get_daily_runs_detail_api_v1_organizations_reports_daily_runs_get","parameters":[{"name":"date","in":"query","required":true,"schema":{"type":"string","description":"Date in YYYY-MM-DD format","title":"Date"},"description":"Date in YYYY-MM-DD format"},{"name":"timezone","in":"query","required":true,"schema":{"type":"string","description":"IANA timezone (e.g., 'America/New_York')","title":"Timezone"},"description":"IANA timezone (e.g., 'America/New_York')"},{"name":"workflow_id","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"Optional workflow ID to filter by","title":"Workflow Id"},"description":"Optional workflow ID to filter by"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/WorkflowRunDetail"},"title":"Response Get Daily Runs Detail Api V1 Organizations Reports Daily Runs Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/turn/credentials":{"get":{"tags":["main","turn"],"summary":"Get Turn Credentials","description":"Get time-limited TURN credentials for WebRTC connections.\n\nThis endpoint generates ephemeral TURN credentials that are:\n- Valid for the configured TTL (default: 24 hours)\n- Cryptographically bound to the user via HMAC\n- Compatible with coturn's use-auth-secret mode\n\nReturns:\n TurnCredentialsResponse with username, password, ttl, and TURN URIs","operationId":"get_turn_credentials_api_v1_turn_credentials_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TurnCredentialsResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/public/embed/init":{"post":{"tags":["main"],"summary":"Initialize Embed Session","description":"Initialize an embed session with token validation and domain 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Validates the embed token\n2. Checks domain whitelist\n3. Creates a workflow run\n4. Generates a temporary session token\n5. 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Validates the public access token\n2. Looks up the corresponding workflow run\n3. Generates a signed URL for the requested artifact\n4. 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Generates a unique document UUID for organizing the S3 key\n2. Generates a presigned S3/MinIO URL for uploading the file\n3. 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Create a document record in the database with the specified UUID\n2. 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organization.","operationId":"search_chunks_api_v1_knowledge_base_search_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ChunkSearchRequestSchema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ChunkSearchResponseSchema"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow-recordings/upload-url":{"post":{"tags":["main","workflow-recordings"],"summary":"Get presigned URLs for recording uploads","description":"Generate presigned PUT URLs 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New integrations should point\ntheir provider at ``/inbound/run``; this route is kept only for\nexisting provider configurations that still encode ``workflow_id``\nin the URL.","operationId":"handle_inbound_telephony_api_v1_telephony_inbound__workflow_id__post","deprecated":true,"parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/transfer-result/{transfer_id}":{"post":{"tags":["main"],"summary":"Complete Transfer Function Call","description":"Webhook endpoint to complete the function call with transfer result.\n\nCalled by Twilio's StatusCallback when the transfer call status changes.","operationId":"complete_transfer_function_call_api_v1_telephony_transfer_result__transfer_id__post","parameters":[{"name":"transfer_id","in":"path","required":true,"schema":{"type":"string","title":"Transfer Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/cloudonix/status-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Cloudonix Status Callback","description":"Handle Cloudonix-specific status callbacks.\n\nCloudonix sends call status updates to the callback URL specified during call initiation.","operationId":"handle_cloudonix_status_callback_api_v1_telephony_cloudonix_status_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/cloudonix/cdr":{"post":{"tags":["main"],"summary":"Handle Cloudonix Cdr","description":"Handle Cloudonix CDR (Call Detail Record) webhooks.\n\nCloudonix sends CDR records when calls complete. The CDR contains:\n- domain: Used to identify the organization\n- call_id: Used to find the workflow run\n- disposition: Call termination status (ANSWER, BUSY, CANCEL, FAILED, CONGESTION, NOANSWER)\n- duration/billsec: Call duration information","operationId":"handle_cloudonix_cdr_api_v1_telephony_cloudonix_cdr_post","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"}}}},"/api/v1/telephony/plivo/hangup-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Plivo Hangup Callback","description":"Handle Plivo hangup callbacks.","operationId":"handle_plivo_hangup_callback_api_v1_telephony_plivo_hangup_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/plivo/ring-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Plivo Ring Callback","description":"Handle Plivo ring callbacks.","operationId":"handle_plivo_ring_callback_api_v1_telephony_plivo_ring_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/telnyx/events/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Telnyx Events","description":"Handle Telnyx Call Control webhook events.\n\nTelnyx sends all call lifecycle events (call.initiated, call.answered,\ncall.hangup, streaming.started, streaming.stopped) as JSON POST requests.","operationId":"handle_telnyx_events_api_v1_telephony_telnyx_events__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/telnyx/transfer-result/{transfer_id}":{"post":{"tags":["main"],"summary":"Handle Telnyx Transfer Result","description":"Handle Telnyx Call Control events for the transfer destination leg.\n\nThe destination leg is dialed by :meth:`TelnyxProvider.transfer_call` with\nthis URL as ``webhook_url``. Telnyx sends every event for that leg here.\nOutcomes:\n\n- ``call.answered``: seed a conference with the destination's live\n ``call_control_id``, stamp ``conference_id`` onto the TransferContext,\n and publish ``DESTINATION_ANSWERED`` so ``transfer_call_handler`` can\n end the pipeline. ``TelnyxConferenceStrategy`` then joins the caller\n into this conference at pipeline teardown.\n- ``call.hangup`` pre-answer (no ``conference_id`` on the context):\n publish ``TRANSFER_FAILED`` so the LLM can recover.\n- ``call.hangup`` post-answer (``conference_id`` set): the destination\n left a bridged conference; hang up the caller's leg to tear down the\n empty bridge (Telnyx's create_conference doesn't accept\n ``end_conference_on_exit`` on the seed leg).\n\nEvent references:\n - call.answered: https://developers.telnyx.com/api-reference/callbacks/call-answered\n - call.hangup: https://developers.telnyx.com/api-reference/callbacks/call-hangup","operationId":"handle_telnyx_transfer_result_api_v1_telephony_telnyx_transfer_result__transfer_id__post","parameters":[{"name":"transfer_id","in":"path","required":true,"schema":{"type":"string","title":"Transfer Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/twilio/status-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Twilio Status Callback","description":"Handle Twilio-specific status callbacks.","operationId":"handle_twilio_status_callback_api_v1_telephony_twilio_status_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vobiz/hangup-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Vobiz Hangup Callback","description":"Handle Vobiz hangup callback (sent when call ends).\n\nVobiz sends callbacks to hangup_url when the call terminates.\nThis includes call duration, status, and billing information.","operationId":"handle_vobiz_hangup_callback_api_v1_telephony_vobiz_hangup_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vobiz/ring-callback/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Vobiz Ring Callback","description":"Handle Vobiz ring callback (sent when call starts ringing).\n\nVobiz can send callbacks to ring_url when the call starts ringing.\nThis is optional and used for tracking ringing status.","operationId":"handle_vobiz_ring_callback_api_v1_telephony_vobiz_ring_callback__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vobiz/hangup-callback/workflow/{workflow_id}":{"post":{"tags":["main"],"summary":"Handle Vobiz Hangup Callback By Workflow","description":"Handle Vobiz hangup callback with workflow_id - finds workflow run by call_id.","operationId":"handle_vobiz_hangup_callback_by_workflow_api_v1_telephony_vobiz_hangup_callback_workflow__workflow_id__post","parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/telephony/vonage/events/{workflow_run_id}":{"post":{"tags":["main"],"summary":"Handle Vonage Events","description":"Handle Vonage-specific event webhooks.\n\nVonage sends all call events to a single endpoint.\nEvents include: started, ringing, answered, complete, failed, etc.","operationId":"handle_vonage_events_api_v1_telephony_vonage_events__workflow_run_id__post","parameters":[{"name":"workflow_run_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Run Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/superuser/impersonate":{"post":{"tags":["main","superuser"],"summary":"Impersonate","description":"Impersonate a user as a super-admin.\nInternally, Stack Auth requires the **provider user ID** (a UUID-ish string)\nto create an impersonation session.","operationId":"impersonate_api_v1_superuser_impersonate_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ImpersonateRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ImpersonateResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/superuser/workflow-runs":{"get":{"tags":["main","superuser"],"summary":"Get Workflow Runs","description":"Get paginated list of all workflow runs with organization information.\nRequires superuser privileges.\n\nFilters should be provided as a JSON-encoded array of filter criteria.\nExample: [{\"field\": \"id\", \"type\": \"number\", \"value\": {\"value\": 680}}]","operationId":"get_workflow_runs_api_v1_superuser_workflow_runs_get","parameters":[{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"description":"Page number (starts from 1)","default":1,"title":"Page"},"description":"Page number (starts from 1)"},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"description":"Number of items per page","default":50,"title":"Limit"},"description":"Number of items per page"},{"name":"filters","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"JSON-encoded filter criteria","title":"Filters"},"description":"JSON-encoded filter criteria"},{"name":"sort_by","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Field to sort by (e.g., 'duration', 'created_at')","title":"Sort By"},"description":"Field to sort by (e.g., 'duration', 'created_at')"},{"name":"sort_order","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Sort order ('asc' or 'desc')","default":"desc","title":"Sort Order"},"description":"Sort order ('asc' or 'desc')"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/SuperuserWorkflowRunsListResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/{workflow_id}/validate":{"post":{"tags":["main"],"summary":"Validate Workflow","description":"Validate all nodes in a workflow to ensure they have required fields.\n\nArgs:\n workflow_id: The ID of the workflow to validate\n user: The authenticated user\n\nReturns:\n Object indicating if workflow is valid and any invalid nodes/edges","operationId":"validate_workflow_api_v1_workflow__workflow_id__validate_post","parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ValidateWorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/create/definition":{"post":{"tags":["main"],"summary":"Create Workflow","description":"Create a new workflow from the client\n\nArgs:\n request: The create workflow request\n user: The user to create the workflow for","operationId":"create_workflow_api_v1_workflow_create_definition_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateWorkflowRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"create_workflow","x-sdk-description":"Create a new workflow from a workflow definition."}},"/api/v1/workflow/create/template":{"post":{"tags":["main"],"summary":"Create Workflow From Template","description":"Create a new workflow from a natural language template request.\n\nThis endpoint:\n1. Uses mps_service_key_client to call MPS workflow API\n2. Passes organization ID (authenticated mode) or created_by (OSS mode)\n3. Creates the workflow in the database\n\nArgs:\n request: The template creation request with call_type, use_case, and activity_description\n user: The authenticated user\n\nReturns:\n The created workflow\n\nRaises:\n HTTPException: If MPS API call fails","operationId":"create_workflow_from_template_api_v1_workflow_create_template_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateWorkflowTemplateRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/count":{"get":{"tags":["main"],"summary":"Get Workflow Count","description":"Get workflow counts for the authenticated user's organization.\n\nThis is a lightweight endpoint for checking if the user has workflows,\nuseful for redirect logic without fetching full workflow data.","operationId":"get_workflow_count_api_v1_workflow_count_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowCountResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow/fetch":{"get":{"tags":["main"],"summary":"Get Workflows","description":"Get all workflows for the authenticated user's organization.\n\nReturns a lightweight response with only essential fields for listing.\nUse GET /workflow/fetch/{workflow_id} to get full workflow details.","operationId":"get_workflows_api_v1_workflow_fetch_get","parameters":[{"name":"status","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by status - can be single value (active/archived) or comma-separated (active,archived)","title":"Status"},"description":"Filter by status - can be single value (active/archived) or comma-separated (active,archived)"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/WorkflowListResponse"},"title":"Response Get Workflows Api V1 Workflow Fetch Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"list_workflows","x-sdk-description":"List all workflows in the authenticated organization."}},"/api/v1/workflow/fetch/{workflow_id}":{"get":{"tags":["main"],"summary":"Get Workflow","description":"Get a single workflow by ID.\n\nIf a draft version exists, returns the draft content for editing.\nOtherwise returns the published version's content.","operationId":"get_workflow_api_v1_workflow_fetch__workflow_id__get","parameters":[{"name":"workflow_id","in":"path","required":true,"schema":{"type":"integer","title":"Workflow Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/WorkflowResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"x-sdk-method":"get_workflow","x-sdk-description":"Get a single workflow by ID (returns draft if one exists, else published)."}},"/api/v1/workflow/{workflow_id}/versions":{"get":{"tags":["main"],"summary":"Get Workflow Versions","description":"List versions for a workflow, newest first.\n\nPass `limit`/`offset` to page through long histories. 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file stored on S3 / MinIO.\n\nAccess Control:\n* Known org-scoped keys (for example ``campaigns/{org_id}/...`` and\n ``knowledge_base/{org_id}/...``) are authorized by matching the org_id\n against the requesting user's organization.\n* Legacy keys (``recordings/{run_id}.wav``, ``transcripts/{run_id}.txt``)\n are authorized via the workflow run they belong to.\n* Superusers can request any key.","operationId":"get_signed_url_api_v1_s3_signed_url_get","parameters":[{"name":"key","in":"query","required":true,"schema":{"type":"string","description":"S3 object key","title":"Key"},"description":"S3 object key"},{"name":"expires_in","in":"query","required":false,"schema":{"type":"integer","default":3600,"title":"Expires In"}},{"name":"inline","in":"query","required":false,"schema":{"type":"boolean","default":false,"title":"Inline"}},{"name":"storage_backend","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Storage backend to use (e.g. 'minio', 's3'). When omitted the backend is inferred from the resource.","title":"Storage Backend"},"description":"Storage backend to use (e.g. 'minio', 's3'). When omitted the backend is inferred from the resource."},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/S3SignedUrlResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/s3/file-metadata":{"get":{"tags":["main","s3"],"summary":"Get file metadata for debugging","description":"Get file metadata including creation timestamp for debugging.\n\nAccess Control:\n* Superusers can request any key.\n* Regular users can only request resources belonging to **their** workflow runs.","operationId":"get_file_metadata_api_v1_s3_file_metadata_get","parameters":[{"name":"key","in":"query","required":true,"schema":{"type":"string","description":"S3 object key","title":"Key"},"description":"S3 object key"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/FileMetadataResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/s3/presigned-upload-url":{"post":{"tags":["main","s3"],"summary":"Generate a presigned URL for direct CSV upload","description":"Generate a presigned PUT URL for direct CSV file upload to S3/MinIO.\n\nThis endpoint enables browser-to-storage uploads without passing through the backend\n\nAccess Control:\n* All authenticated users can upload CSV files scoped to their organization.\n* Files are stored with organization-scoped keys for multi-tenancy.\n\nReturns:\n* upload_url: Presigned URL (valid for 15 minutes) for PUT request\n* file_key: Unique storage key to use as source_id in campaign creation\n* expires_in: URL expiration time in seconds","operationId":"get_presigned_upload_url_api_v1_s3_presigned_upload_url_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/PresignedUploadUrlRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/PresignedUploadUrlResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/user/service-keys":{"get":{"tags":["main"],"summary":"Get Service Keys","description":"Get all service keys for the user's organization.","operationId":"get_service_keys_api_v1_user_service_keys_get","parameters":[{"name":"include_archived","in":"query","required":false,"schema":{"type":"boolean","default":false,"title":"Include Archived"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/ServiceKeyResponse"},"title":"Response Get Service Keys Api V1 User Service Keys Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"post":{"tags":["main"],"summary":"Create Service Key","description":"Create a new service key for the user's organization.","operationId":"create_service_key_api_v1_user_service_keys_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateServiceKeyRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateServiceKeyResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/user/service-keys/{service_key_id}":{"delete":{"tags":["main"],"summary":"Archive Service Key","description":"Archive a service key.","operationId":"archive_service_key_api_v1_user_service_keys__service_key_id__delete","parameters":[{"name":"service_key_id","in":"path","required":true,"schema":{"type":"string","title":"Service Key Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/user/service-keys/{service_key_id}/reactivate":{"put":{"tags":["main"],"summary":"Reactivate Service Key","description":"Reactivate an archived service key.\n\nNote: This endpoint is provided for API compatibility but service key\nreactivation is not supported by MPS. Once archived, a service key\ncannot be reactivated and a new key must be created instead.","operationId":"reactivate_service_key_api_v1_user_service_keys__service_key_id__reactivate_put","parameters":[{"name":"service_key_id","in":"path","required":true,"schema":{"type":"string","title":"Service Key Id"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/current-period":{"get":{"tags":["main"],"summary":"Get Current Period Usage","description":"Get current reporting-period usage for the user's organization.","operationId":"get_current_period_usage_api_v1_organizations_usage_current_period_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/CurrentUsageResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/mps-credits":{"get":{"tags":["main"],"summary":"Get Mps Credits","description":"Get aggregated usage and quota from MPS.\n\nOSS users: queries by provider_id (created_by).\nHosted users: queries by organization_id.","operationId":"get_mps_credits_api_v1_organizations_usage_mps_credits_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/MPSCreditsResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/billing/credits":{"get":{"tags":["main"],"summary":"Get Billing Credits","description":"Return legacy MPS credits or paginated v2 billing ledger details for the org.","operationId":"get_billing_credits_api_v1_organizations_billing_credits_get","parameters":[{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"default":1,"title":"Page"}},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"default":50,"title":"Limit"}},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/MPSBillingCreditsResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/mps-credits/purchase-url":{"post":{"tags":["main"],"summary":"Create Mps Credit Purchase Url","description":"Create a checkout URL for organizations using Dograh-managed MPS v2.","operationId":"create_mps_credit_purchase_url_api_v1_organizations_usage_mps_credits_purchase_url_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/MPSCreditPurchaseUrlResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/runs":{"get":{"tags":["main"],"summary":"Get Usage History","description":"Get paginated workflow runs with usage for the organization.","operationId":"get_usage_history_api_v1_organizations_usage_runs_get","parameters":[{"name":"start_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`.","examples":["2026-04-01T00:00:00Z"],"title":"Start Date"},"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`."},{"name":"end_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`.","examples":["2026-05-01T00:00:00Z"],"title":"End Date"},"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`."},{"name":"page","in":"query","required":false,"schema":{"type":"integer","minimum":1,"default":1,"title":"Page"}},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"default":50,"title":"Limit"}},{"name":"filters","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n","examples":["[{\"attribute\":\"callerNumber\",\"type\":\"text\",\"value\":{\"value\":\"415555\"}}]","[{\"attribute\":\"campaignId\",\"type\":\"number\",\"value\":{\"value\":7}},{\"attribute\":\"duration\",\"type\":\"numberRange\",\"value\":{\"min\":60,\"max\":300}}]","[{\"attribute\":\"dispositionCode\",\"type\":\"multiSelect\",\"value\":{\"codes\":[\"XFER\",\"DNC\"]}}]"],"title":"Filters"},"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/UsageHistoryResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/runs/report":{"get":{"tags":["main"],"summary":"Download Usage Runs Report","description":"Download a CSV of runs matching the same filters as `/usage/runs`.","operationId":"download_usage_runs_report_api_v1_organizations_usage_runs_report_get","parameters":[{"name":"start_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`.","title":"Start Date"},"description":"ISO 8601 date-time string (UTC). Lower bound (inclusive) on `created_at`."},{"name":"end_date","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`.","title":"End Date"},"description":"ISO 8601 date-time string (UTC). Upper bound (inclusive) on `created_at`."},{"name":"filters","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n","title":"Filters"},"description":"JSON-encoded array of filter objects. Each object has the shape:\n\n```json\n{ \"attribute\": \"\", \"type\": \"\", \"value\": }\n```\n\nSupported `attribute` / `type` / `value` combinations:\n\n| attribute | type | value shape | matches |\n|-----------------|---------------|----------------------------------------------|------------------------------------------------------|\n| `runId` | `number` | `{ \"value\": 12345 }` | exact run id |\n| `workflowId` | `number` | `{ \"value\": 42 }` | exact agent (workflow) id |\n| `campaignId` | `number` | `{ \"value\": 7 }` | exact campaign id |\n| `callerNumber` | `text` | `{ \"value\": \"415555\" }` | substring match on `initial_context.caller_number` |\n| `calledNumber` | `text` | `{ \"value\": \"9911848\" }` | substring match on `initial_context.called_number` |\n| `dispositionCode` | `multiSelect` | `{ \"codes\": [\"XFER\", \"DNC\"] }` | any of the codes in `gathered_context.mapped_call_disposition` |\n| `duration` | `numberRange` | `{ \"min\": 60, \"max\": 300 }` | call duration (seconds), inclusive bounds |\n\nUnknown attributes and unsupported `type` values are silently ignored.\n\nDate filtering on this endpoint is done via the dedicated `start_date` / `end_date` query params, not via a `dateRange` filter object.\n"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/usage/daily-breakdown":{"get":{"tags":["main"],"summary":"Get Daily Usage Breakdown","description":"Get daily usage breakdown for the last N days. Only available for organizations with pricing.","operationId":"get_daily_usage_breakdown_api_v1_organizations_usage_daily_breakdown_get","parameters":[{"name":"days","in":"query","required":false,"schema":{"type":"integer","maximum":30,"minimum":1,"description":"Number of days to include","default":7,"title":"Days"},"description":"Number of days to include"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DailyUsageBreakdownResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/reports/daily":{"get":{"tags":["main"],"summary":"Get Daily Report","description":"Get daily report for the specified date and timezone.\nIf workflow_id is provided, filters results to that specific workflow.\nIf workflow_id is None, includes all workflows for the organization.","operationId":"get_daily_report_api_v1_organizations_reports_daily_get","parameters":[{"name":"date","in":"query","required":true,"schema":{"type":"string","description":"Date in YYYY-MM-DD format","title":"Date"},"description":"Date in YYYY-MM-DD format"},{"name":"timezone","in":"query","required":true,"schema":{"type":"string","description":"IANA timezone (e.g., 'America/New_York')","title":"Timezone"},"description":"IANA timezone (e.g., 'America/New_York')"},{"name":"workflow_id","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"Optional workflow ID to filter by","title":"Workflow Id"},"description":"Optional workflow ID to filter by"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DailyReportResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/reports/workflows":{"get":{"tags":["main"],"summary":"Get Workflow Options","description":"Get all workflows for the user's organization.\nUsed to populate the workflow selector dropdown in the reports page.","operationId":"get_workflow_options_api_v1_organizations_reports_workflows_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/WorkflowOption"},"title":"Response Get Workflow Options Api V1 Organizations Reports Workflows Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/organizations/reports/daily/runs":{"get":{"tags":["main"],"summary":"Get Daily Runs Detail","description":"Get detailed workflow runs for the specified date.\nUsed for CSV export functionality.","operationId":"get_daily_runs_detail_api_v1_organizations_reports_daily_runs_get","parameters":[{"name":"date","in":"query","required":true,"schema":{"type":"string","description":"Date in YYYY-MM-DD format","title":"Date"},"description":"Date in YYYY-MM-DD format"},{"name":"timezone","in":"query","required":true,"schema":{"type":"string","description":"IANA timezone (e.g., 'America/New_York')","title":"Timezone"},"description":"IANA timezone (e.g., 'America/New_York')"},{"name":"workflow_id","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"Optional workflow ID to filter by","title":"Workflow Id"},"description":"Optional workflow ID to filter by"},{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"array","items":{"$ref":"#/components/schemas/WorkflowRunDetail"},"title":"Response Get Daily Runs Detail Api V1 Organizations Reports Daily Runs Get"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/turn/credentials":{"get":{"tags":["main","turn"],"summary":"Get Turn Credentials","description":"Get time-limited TURN credentials for WebRTC connections.\n\nThis endpoint generates ephemeral TURN credentials that are:\n- Valid for the configured TTL (default: 24 hours)\n- Cryptographically bound to the user via HMAC\n- Compatible with coturn's use-auth-secret mode\n\nReturns:\n TurnCredentialsResponse with username, password, ttl, and TURN URIs","operationId":"get_turn_credentials_api_v1_turn_credentials_get","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TurnCredentialsResponse"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/public/embed/init":{"post":{"tags":["main"],"summary":"Initialize Embed Session","description":"Initialize an embed session with token validation and domain 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Validates the embed token\n2. Checks domain whitelist\n3. Creates a workflow run\n4. Generates a temporary session token\n5. 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Validates the public access token\n2. Looks up the corresponding workflow run\n3. Generates a signed URL for the requested artifact\n4. 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Generates a unique document UUID for organizing the S3 key\n2. Generates a presigned S3/MinIO URL for uploading the file\n3. 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Create a document record in the database with the specified UUID\n2. 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organization.","operationId":"search_chunks_api_v1_knowledge_base_search_post","parameters":[{"name":"authorization","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Authorization"}},{"name":"X-API-Key","in":"header","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"X-Api-Key"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ChunkSearchRequestSchema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ChunkSearchResponseSchema"}}}},"404":{"description":"Not found"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/api/v1/workflow-recordings/upload-url":{"post":{"tags":["main","workflow-recordings"],"summary":"Get presigned URLs for recording uploads","description":"Generate presigned PUT URLs 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There are some models provided by default for you to choose from the drop down. +Dograh platform supports OpenAI, Google AI Studio, Google Vertex AI, Azure OpenAI, AWS Bedrock, Groq, OpenRouter, Hugging Face, MiniMax, Sarvam, and Dograh-managed LLMs. There are some models provided by default for you to choose from the drop down. + +For locally deployed or self-hosted LLMs, Dograh also supports OpenAI-compatible endpoints such as Ollama and vLLM. ![Select Models from DropDown](../images/models_dropdown.png) If you don't find a model in the drop down, you can always add a model manually. -![Select Models from DropDown](../images/add_model_manually.png) \ No newline at end of file +![Select Models from DropDown](../images/add_model_manually.png) diff --git a/docs/configurations/transcriber.mdx b/docs/configurations/transcriber.mdx index 874cf415..5b9081ea 100644 --- a/docs/configurations/transcriber.mdx +++ b/docs/configurations/transcriber.mdx @@ -3,6 +3,8 @@ title: "Transcriber" description: "Voice Agents use STT (Speech to Text), to transcribe what the user speaks. This transcribed speech as text goes into an LLM to generate the response that gets played out to the user." --- -Dograh platform ships with Deepgram, Cartesia, OpenAI and Dograh transcribers by default. You can take a look at the providers documentation of which language to select for your language requirements. +Dograh platform supports Deepgram, OpenAI, Google, Azure Speech, AssemblyAI, Speechmatics, Cartesia, Gladia, Sarvam, Smallest AI, Hugging Face, and Dograh transcribers. You can take a look at the providers documentation of which language to select for your language requirements. -Example: Deepgram has their language support documentation at https://developers.deepgram.com/docs/models-languages-overview#nova-3 \ No newline at end of file +For locally deployed or self-hosted STT models, Dograh also supports Speaches, an OpenAI API-compatible server for streaming transcription. + +Example: Deepgram has their language support documentation at https://developers.deepgram.com/docs/models-languages-overview#nova-3 diff --git a/docs/configurations/voice.mdx b/docs/configurations/voice.mdx index 011f8e78..070e81de 100644 --- a/docs/configurations/voice.mdx +++ b/docs/configurations/voice.mdx @@ -3,8 +3,10 @@ title: "Voice" description: "Voice Agents use TTS (Text to Speech), which generates audio that LLMs generate during the course of a conversation. This is the audio that the end user having the conversation listens to." --- -Dograh platform ships with Elevenlabs, Deepgram, OpenAI and Dograh TTS engines by default. There are some voices from the providers that we ship by default. You can refer to the providers API documentation to select a voice ID thats most relevant for your language requirement. +Dograh platform supports ElevenLabs, OpenAI, Google, Azure Speech, Deepgram, Cartesia, Smallest AI, MiniMax, Sarvam, Rime, Inworld, Camb.ai, and Dograh TTS engines. There are some voices from the providers that we ship by default. You can refer to the providers API documentation to select a voice ID that's most relevant for your language requirement. -If you dont find your favourite voice, you can always add the voice ID manually. +For locally deployed or self-hosted TTS models, Dograh also supports Speaches, an OpenAI API-compatible server for speech generation. -![Add Voice Manually](../images/add_tts_manually.png) \ No newline at end of file +If you don't find your favourite voice, you can always add the voice ID manually. + +![Add Voice Manually](../images/add_tts_manually.png) diff --git a/docs/developer/environment-variables.mdx b/docs/developer/environment-variables.mdx index 559bc30b..2bd6db04 100644 --- a/docs/developer/environment-variables.mdx +++ b/docs/developer/environment-variables.mdx @@ -95,6 +95,32 @@ Dograh uses **MinIO by default**, which is bundled with the self-hosted deployme | `ENABLE_AWS_S3` | `false` | Set to `true` to use AWS S3 instead of MinIO | | `S3_BUCKET` | `null` | S3 bucket name | | `S3_REGION` | `us-east-1` | AWS region | +| `S3_ENDPOINT_URL` | `null` | Custom S3 endpoint for S3-compatible servers (e.g. `https://s3.example.com`). Leave unset for AWS. | +| `S3_SIGNATURE_VERSION` | `null` | Signing version. Unset uses botocore's default; set `s3v4` for servers that require SigV4. | +| `S3_ADDRESSING_STYLE` | `null` | `auto` (default), `path`, or `virtual`. Many S3-compatible servers and TLS setups require `path`. | + +Credentials come from the standard `AWS_ACCESS_KEY_ID` / `AWS_SECRET_ACCESS_KEY` environment variables. + +#### S3-compatible servers (MinIO, rustfs, Ceph, ...) + +The S3 backend can target any S3-compatible server, not just AWS. Prefer it over the MinIO backend when you need **presigned URLs against a private bucket**: the MinIO backend returns plain unsigned object URLs and relies on the bucket being anonymously public-readable, whereas the S3 backend issues real presigned URLs so the bucket can stay private. + +To use it, set `ENABLE_AWS_S3=true` and point it at your server with the `S3_*` overrides above. For example, against [rustfs](https://github.com/rustfs/rustfs): + +```bash +ENABLE_AWS_S3=true +S3_BUCKET=voice-audio +S3_REGION=us-east-1 +S3_ENDPOINT_URL=https://s3.example.com +S3_SIGNATURE_VERSION=s3v4 # rustfs rejects SigV2 with SignatureDoesNotMatch +S3_ADDRESSING_STYLE=path # rustfs and most non-AWS TLS certs require path-style +AWS_ACCESS_KEY_ID=... +AWS_SECRET_ACCESS_KEY=... +``` + + +Presigned URLs point at `S3_ENDPOINT_URL`, so that host must be reachable from the browser. Because browsers fetch transcripts cross-origin, the bucket also needs a CORS rule allowing your app's origin for `GET`/`HEAD` — configure this on the storage server (e.g. via `PutBucketCors`), not in Dograh. + --- diff --git a/pipecat b/pipecat index 85a48a37..afe5b6b6 160000 --- a/pipecat +++ b/pipecat @@ -1 +1 @@ -Subproject commit 85a48a37bf51e5b8854a85a2ff6319c67937b6fa +Subproject commit afe5b6b6c90ad04557ad93b69f7f6ba662c2072e diff --git a/sdk/python/src/dograh_sdk/_generated_models.py b/sdk/python/src/dograh_sdk/_generated_models.py index 788b0634..53787461 100644 --- a/sdk/python/src/dograh_sdk/_generated_models.py +++ b/sdk/python/src/dograh_sdk/_generated_models.py @@ -1,6 +1,6 @@ # generated by datamodel-codegen: -# filename: dograh-openapi-XXXXXX.json.6F33jkClt9 -# timestamp: 2026-06-19T12:41:10+00:00 +# filename: dograh-openapi-XXXXXX.json.FJTeRc3I3o +# timestamp: 2026-06-25T16:50:38+00:00 from __future__ import annotations diff --git a/ui/package-lock.json b/ui/package-lock.json index ffbc2882..2fec31ef 100644 --- a/ui/package-lock.json +++ b/ui/package-lock.json @@ -716,7 +716,6 @@ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.0.tgz", "integrity": "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==", "license": "MIT", - "peer": true, "dependencies": { "@babel/code-frame": "^7.29.0", "@babel/generator": "^7.29.0", @@ -918,6 +917,7 @@ "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.27.0.tgz", "integrity": "sha512-VtPOkrdPHZsKc/clNqyi9WUA8TINkZ4cGk63UUE3u4pmB2k+ZMQRDuIOagv8UVd6j7k0T3+RRIb7beKTebNbcw==", "license": "MIT", + "peer": true, "dependencies": { "regenerator-runtime": "^0.14.0" }, @@ -1032,6 +1032,7 @@ "resolved": "https://registry.npmjs.org/@emotion/babel-plugin/-/babel-plugin-11.13.5.tgz", "integrity": "sha512-pxHCpT2ex+0q+HH91/zsdHkw/lXd468DIN2zvfvLtPKLLMo6gQj7oLObq8PhkrxOZb/gGCq03S3Z7PDhS8pduQ==", "license": "MIT", + "peer": true, "dependencies": 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"engines": { "node": ">=0.10.0" } @@ -16979,7 +17024,6 @@ "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.60.1.tgz", "integrity": "sha512-VmtB2rFU/GroZ4oL8+ZqXgSA38O6GR8KSIvWmEFv63pQ0G6KaBH9s07PO8XTXP4vI+3UJUEypOfjkGfmSBBR0w==", "license": "MIT", - "peer": true, "dependencies": { "@types/estree": "1.0.8" }, @@ -17151,6 +17195,7 @@ "resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-4.3.3.tgz", "integrity": "sha512-eflK8wEtyOE6+hsaRVPxvUKYCpRgzLqDTb8krvAsRIwOGlHoSgYLgBXoubGgLd2fT41/OUYdb48v4k4WWHQurA==", "license": "MIT", + "peer": true, "dependencies": { "@types/json-schema": "^7.0.9", "ajv": "^8.9.0", @@ -17187,6 +17232,7 @@ "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-5.1.0.tgz", "integrity": "sha512-YCS/JNFAUyr5vAuhk1DWm1CBxRHW9LbJ2ozWeemrIqpbsqKjHVxYPyi5GC0rjZIT5JxJ3virVTS8wk4i/Z+krw==", "license": "MIT", + "peer": true, "dependencies": { "fast-deep-equal": "^3.1.3" }, @@ -17198,7 +17244,8 @@ "version": "1.0.0", "resolved": 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-17824,6 +17871,7 @@ "resolved": "https://registry.npmjs.org/terser/-/terser-5.46.1.tgz", "integrity": "sha512-vzCjQO/rgUuK9sf8VJZvjqiqiHFaZLnOiimmUuOKODxWL8mm/xua7viT7aqX7dgPY60otQjUotzFMmCB4VdmqQ==", "license": "BSD-2-Clause", + "peer": true, "dependencies": { "@jridgewell/source-map": "^0.3.3", "acorn": "^8.15.0", @@ -17842,6 +17890,7 @@ "resolved": "https://registry.npmjs.org/terser-webpack-plugin/-/terser-webpack-plugin-5.4.0.tgz", "integrity": "sha512-Bn5vxm48flOIfkdl5CaD2+1CiUVbonWQ3KQPyP7/EuIl9Gbzq/gQFOzaMFUEgVjB1396tcK0SG8XcNJ/2kDH8g==", "license": "MIT", + "peer": true, "dependencies": { "@jridgewell/trace-mapping": "^0.3.25", "jest-worker": "^27.4.5", @@ -17874,7 +17923,8 @@ "version": "2.20.3", "resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz", "integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==", - "license": "MIT" + "license": "MIT", + "peer": true }, "node_modules/thread-stream": { "version": "3.1.0", @@ -17951,7 +18001,6 @@ "integrity": "sha512-QP88BAKvMam/3NxH6vj2o21R6MjxZUAd6nlwAS/pnGvN9IVLocLHxGYIzFhg6fUQ+5th6P4dv4eW9jX3DSIj7A==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": ">=12" }, @@ -18140,7 +18189,6 @@ "integrity": "sha512-aJn6wq13/afZp/jT9QZmwEjDqqvSGp1VT5GVg+f/t6/oVyrgXM6BY1h9BRh/O5p3PlUPAe+WuiEZOmb/49RqoQ==", "dev": true, "license": "Apache-2.0", - "peer": true, "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" @@ -18327,6 +18375,7 @@ "resolved": "https://registry.npmjs.org/use-isomorphic-layout-effect/-/use-isomorphic-layout-effect-1.2.1.tgz", "integrity": "sha512-tpZZ+EX0gaghDAiFR37hj5MgY6ZN55kLiPkJsKxBMZ6GZdOSPJXiOzPM984oPYZ5AnehYx5WQp1+ME8I/P/pRA==", "license": "MIT", + "peer": true, "peerDependencies": { "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0" }, @@ -18413,6 +18462,7 @@ "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.5.1.tgz", "integrity": "sha512-Zn5uXdcFNIA1+1Ei5McRd+iRzfhENPCe7LeABkJtNulSxjma+l7ltNx55BWZkRlwRnpOgHqxnjyaDgJnNXnqzg==", "license": "MIT", + "peer": true, "dependencies": { "glob-to-regexp": "^0.4.1", "graceful-fs": "^4.1.2" @@ -18438,6 +18488,7 @@ "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.105.4.tgz", "integrity": "sha512-jTywjboN9aHxFlToqb0K0Zs9SbBoW4zRUlGzI2tYNxVYcEi/IPpn+Xi4ye5jTLvX2YeLuic/IvxNot+Q1jMoOw==", "license": "MIT", + "peer": true, "dependencies": { "@types/eslint-scope": "^3.7.7", "@types/estree": "^1.0.8", @@ -18501,6 +18552,7 @@ "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz", "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==", "license": "BSD-2-Clause", + "peer": true, "dependencies": { "esrecurse": "^4.3.0", "estraverse": "^4.1.1" @@ -18514,6 +18566,7 @@ "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz", "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==", "license": "BSD-2-Clause", + "peer": true, "engines": { "node": ">=4.0" } @@ -18691,6 +18744,7 @@ "resolved": "https://registry.npmjs.org/yaml/-/yaml-1.10.3.tgz", "integrity": "sha512-vIYeF1u3CjlhAFekPPAk2h/Kv4T3mAkMox5OymRiJQB0spDP10LHvt+K7G9Ny6NuuMAb25/6n1qyUjAcGNf/AA==", "license": "ISC", + "peer": true, "engines": { "node": ">= 6" } @@ -18799,7 +18853,6 @@ "resolved": "https://registry.npmjs.org/yup/-/yup-1.7.1.tgz", "integrity": "sha512-GKHFX2nXul2/4Dtfxhozv701jLQHdf6J34YDh2cEkpqoo8le5Mg6/LrdseVLrFarmFygZTlfIhHx/QKfb/QWXw==", "license": "MIT", - "peer": true, "dependencies": { "property-expr": "^2.0.5", "tiny-case": "^1.0.3", @@ -18842,7 +18895,6 @@ "resolved": "https://registry.npmjs.org/zustand/-/zustand-5.0.8.tgz", "integrity": "sha512-gyPKpIaxY9XcO2vSMrLbiER7QMAMGOQZVRdJ6Zi782jkbzZygq5GI9nG8g+sMgitRtndwaBSl7uiqC49o1SSiw==", "license": "MIT", - "peer": true, "engines": { "node": ">=12.20.0" }, diff --git a/ui/package.json b/ui/package.json index 71742dfc..ae5960ab 100644 --- a/ui/package.json +++ b/ui/package.json @@ -1,6 +1,6 @@ { "name": "ui", - "version": "1.37.0", + "version": "1.38.0", "private": true, "scripts": { "dev": "cross-env NODE_OPTIONS=--enable-source-maps next dev --turbopack", diff --git a/ui/src/client/index.ts b/ui/src/client/index.ts index 9e06b3cd..4c96d056 100644 --- a/ui/src/client/index.ts +++ b/ui/src/client/index.ts @@ -1,4 +1,4 @@ // This file is auto-generated by @hey-api/openapi-ts export { appendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPost, archiveApiKeyApiV1UserApiKeysApiKeyIdDelete, archiveServiceKeyApiV1UserServiceKeysServiceKeyIdDelete, completeTransferFunctionCallApiV1TelephonyTransferResultTransferIdPost, createApiKeyApiV1UserApiKeysPost, createCampaignApiV1CampaignCreatePost, createCredentialApiV1CredentialsPost, createFolderApiV1FolderPost, createMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPost, createOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPost, createPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPost, createRecordingsApiV1WorkflowRecordingsPost, createServiceKeyApiV1UserServiceKeysPost, createTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPost, createTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPost, createToolApiV1ToolsPost, createWorkflowApiV1WorkflowCreateDefinitionPost, createWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPost, createWorkflowFromTemplateApiV1WorkflowCreateTemplatePost, createWorkflowRunApiV1WorkflowWorkflowIdRunsPost, deactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDelete, deleteCredentialApiV1CredentialsCredentialUuidDelete, deleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDelete, deleteFolderApiV1FolderFolderIdDelete, deleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDelete, deletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDelete, deleteRecordingApiV1WorkflowRecordingsRecordingIdDelete, deleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDelete, deleteToolApiV1ToolsToolUuidDelete, downloadCampaignReportApiV1CampaignCampaignIdReportGet, downloadUsageRunsReportApiV1OrganizationsUsageRunsReportGet, downloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGet, downloadWorkflowReportApiV1WorkflowWorkflowIdReportGet, duplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePost, duplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePost, getAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPost, getApiKeysApiV1UserApiKeysGet, getAuthUserApiV1UserAuthUserGet, getBillingCreditsApiV1OrganizationsBillingCreditsGet, getCampaignApiV1CampaignCampaignIdGet, getCampaignDefaultsApiV1OrganizationsCampaignDefaultsGet, getCampaignProgressApiV1CampaignCampaignIdProgressGet, getCampaignRunsApiV1CampaignCampaignIdRunsGet, getCampaignsApiV1CampaignGet, getCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGet, getCredentialApiV1CredentialsCredentialUuidGet, getCurrentOrganizationContextApiV1OrganizationsContextGet, getCurrentPeriodUsageApiV1OrganizationsUsageCurrentPeriodGet, getCurrentUserApiV1AuthMeGet, getDailyReportApiV1OrganizationsReportsDailyGet, getDailyRunsDetailApiV1OrganizationsReportsDailyRunsGet, getDailyUsageBreakdownApiV1OrganizationsUsageDailyBreakdownGet, getDefaultConfigurationsApiV1UserConfigurationsDefaultsGet, getDocumentApiV1KnowledgeBaseDocumentsDocumentUuidGet, getEmbedConfigApiV1PublicEmbedConfigTokenGet, getEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenGet, getFileMetadataApiV1S3FileMetadataGet, getLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsGet, getModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2Get, getModelConfigurationV2DefaultsApiV1OrganizationsModelConfigurationsV2DefaultsGet, getMpsCreditsApiV1OrganizationsUsageMpsCreditsGet, getNodeTypeApiV1NodeTypesNameGet, getPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdGet, getPreferencesApiV1OrganizationsPreferencesGet, getPresignedUploadUrlApiV1S3PresignedUploadUrlPost, getPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGet, getServiceKeysApiV1UserServiceKeysGet, getSignedUrlApiV1S3SignedUrlGet, getTelephonyConfigurationApiV1OrganizationsTelephonyConfigGet, getTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGet, getTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGet, getTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGet, getTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGet, getToolApiV1ToolsToolUuidGet, getTurnCredentialsApiV1TurnCredentialsGet, getUploadUrlApiV1KnowledgeBaseUploadUrlPost, getUploadUrlsApiV1WorkflowRecordingsUploadUrlPost, getUsageHistoryApiV1OrganizationsUsageRunsGet, getUserConfigurationsApiV1UserConfigurationsUserGet, getUserOnboardingStateApiV1UserOnboardingStateGet, getVoicesApiV1UserConfigurationsVoicesProviderGet, getWorkflowApiV1WorkflowFetchWorkflowIdGet, getWorkflowCountApiV1WorkflowCountGet, getWorkflowOptionsApiV1OrganizationsReportsWorkflowsGet, getWorkflowRunApiV1WorkflowWorkflowIdRunsRunIdGet, getWorkflowRunsApiV1SuperuserWorkflowRunsGet, getWorkflowRunsApiV1WorkflowWorkflowIdRunsGet, getWorkflowsApiV1WorkflowFetchGet, getWorkflowsSummaryApiV1WorkflowSummaryGet, getWorkflowTemplatesApiV1WorkflowTemplatesGet, getWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGet, handleCloudonixCdrApiV1TelephonyCloudonixCdrPost, handleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPost, handleInboundFallbackApiV1TelephonyInboundFallbackPost, handleInboundRunApiV1TelephonyInboundRunPost, handleInboundTelephonyApiV1TelephonyInboundWorkflowIdPost, handlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPost, handlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPost, handleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPost, handleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPost, handleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPost, handleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPost, handleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPost, handleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPost, handleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPost, healthApiV1HealthGet, impersonateApiV1SuperuserImpersonatePost, initializeEmbedSessionApiV1PublicEmbedInitPost, initiateCallApiV1PublicAgentUuidPost, initiateCallApiV1TelephonyInitiateCallPost, initiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPost, initiateCallTestApiV1PublicAgentTestUuidPost, initiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPost, listCredentialsApiV1CredentialsGet, listDocumentsApiV1KnowledgeBaseDocumentsGet, listFoldersApiV1FolderGet, listNodeTypesApiV1NodeTypesGet, listPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGet, listRecordingsApiV1WorkflowRecordingsGet, listTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGet, listToolsApiV1ToolsGet, loginApiV1AuthLoginPost, migrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePost, moveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPut, type Options, optionsEmbedConfigApiV1PublicEmbedConfigTokenOptions, optionsInitApiV1PublicEmbedInitOptions, optionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptions, pauseCampaignApiV1CampaignCampaignIdPausePost, previewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGet, processDocumentApiV1KnowledgeBaseProcessDocumentPost, publishWorkflowApiV1WorkflowWorkflowIdPublishPost, reactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePut, reactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePut, redialCampaignApiV1CampaignCampaignIdRedialPost, refreshMcpToolsApiV1ToolsToolUuidMcpRefreshPost, renameFolderApiV1FolderFolderIdPut, resumeCampaignApiV1CampaignCampaignIdResumePost, rewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPost, saveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPost, saveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2Put, savePreferencesApiV1OrganizationsPreferencesPut, saveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPost, searchChunksApiV1KnowledgeBaseSearchPost, setDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPost, setDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPost, signupApiV1AuthSignupPost, startCampaignApiV1CampaignCampaignIdStartPost, transcribeAudioApiV1WorkflowRecordingsTranscribePost, unarchiveToolApiV1ToolsToolUuidUnarchivePost, updateCampaignApiV1CampaignCampaignIdPatch, updateCredentialApiV1CredentialsCredentialUuidPut, updatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPut, updateRecordingApiV1WorkflowRecordingsIdPatch, updateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPut, updateToolApiV1ToolsToolUuidPut, updateUserConfigurationsApiV1UserConfigurationsUserPut, updateUserOnboardingStateApiV1UserOnboardingStatePut, updateWorkflowApiV1WorkflowWorkflowIdPut, updateWorkflowStatusApiV1WorkflowWorkflowIdStatusPut, validateUserConfigurationsApiV1UserConfigurationsUserValidateGet, validateWorkflowApiV1WorkflowWorkflowIdValidatePost } from './sdk.gen'; -export type { AmbientNoiseUploadRequest, AmbientNoiseUploadResponse, ApiKeyResponse, ApiKeyStatus, ApiKeyStatusResponse, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostData, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostError, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostErrors, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostResponse, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostResponses, AppendTextChatMessageRequest, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteData, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteError, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteErrors, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteResponse, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteResponses, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteData, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteError, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteErrors, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteResponses, AriConfigurationRequest, AriConfigurationResponse, AssemblyAisttConfiguration, AuthResponse, AuthUserResponse, AwsBedrockLlmConfiguration, AzureLlmService, AzureOpenAiEmbeddingsConfiguration, AzureRealtimeLlmConfiguration, AzureSpeechSttConfiguration, AzureSpeechTtsConfiguration, BatchRecordingCreateRequestSchema, BatchRecordingCreateResponseSchema, BatchRecordingUploadRequestSchema, BatchRecordingUploadResponseSchema, BodyTranscribeAudioApiV1WorkflowRecordingsTranscribePost, ByokaiModelConfiguration, ByokPipelineAiModelConfiguration, ByokRealtimeAiModelConfiguration, CalculatorToolDefinition, CallDispositionCodes, CallType, CambTtsConfiguration, CampaignDefaultsResponse, CampaignLogEntryResponse, CampaignProgressResponse, CampaignResponse, CampaignRunsResponse, CampaignSourceDownloadResponse, CampaignsResponse, CartesiaSttConfiguration, CartesiaTtsConfiguration, ChunkResponseSchema, ChunkSearchRequestSchema, ChunkSearchResponseSchema, CircuitBreakerConfigRequest, CircuitBreakerConfigResponse, ClientOptions, CloudonixConfigurationRequest, CloudonixConfigurationResponse, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostData, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostError, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostErrors, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostResponses, CreateApiKeyApiV1UserApiKeysPostData, CreateApiKeyApiV1UserApiKeysPostError, CreateApiKeyApiV1UserApiKeysPostErrors, CreateApiKeyApiV1UserApiKeysPostResponse, CreateApiKeyApiV1UserApiKeysPostResponses, CreateApiKeyRequest, CreateApiKeyResponse, CreateCampaignApiV1CampaignCreatePostData, CreateCampaignApiV1CampaignCreatePostError, CreateCampaignApiV1CampaignCreatePostErrors, CreateCampaignApiV1CampaignCreatePostResponse, CreateCampaignApiV1CampaignCreatePostResponses, CreateCampaignRequest, CreateCredentialApiV1CredentialsPostData, CreateCredentialApiV1CredentialsPostError, CreateCredentialApiV1CredentialsPostErrors, CreateCredentialApiV1CredentialsPostResponse, CreateCredentialApiV1CredentialsPostResponses, CreateCredentialRequest, CreatedByResponse, CreateFolderApiV1FolderPostData, CreateFolderApiV1FolderPostError, CreateFolderApiV1FolderPostErrors, CreateFolderApiV1FolderPostResponse, CreateFolderApiV1FolderPostResponses, CreateFolderRequest, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostData, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostError, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostErrors, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostResponse, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostResponses, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostData, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostError, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostErrors, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostResponse, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostResponses, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostData, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostError, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostErrors, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostResponse, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostResponses, CreateRecordingsApiV1WorkflowRecordingsPostData, CreateRecordingsApiV1WorkflowRecordingsPostError, CreateRecordingsApiV1WorkflowRecordingsPostErrors, CreateRecordingsApiV1WorkflowRecordingsPostResponse, CreateRecordingsApiV1WorkflowRecordingsPostResponses, CreateServiceKeyApiV1UserServiceKeysPostData, CreateServiceKeyApiV1UserServiceKeysPostError, CreateServiceKeyApiV1UserServiceKeysPostErrors, CreateServiceKeyApiV1UserServiceKeysPostResponse, CreateServiceKeyApiV1UserServiceKeysPostResponses, CreateServiceKeyRequest, CreateServiceKeyResponse, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostData, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostError, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostErrors, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostResponse, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostResponses, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostData, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostError, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostErrors, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostResponse, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostResponses, CreateTextChatSessionRequest, CreateToolApiV1ToolsPostData, CreateToolApiV1ToolsPostError, CreateToolApiV1ToolsPostErrors, CreateToolApiV1ToolsPostResponse, CreateToolApiV1ToolsPostResponses, CreateToolRequest, CreateWorkflowApiV1WorkflowCreateDefinitionPostData, CreateWorkflowApiV1WorkflowCreateDefinitionPostError, CreateWorkflowApiV1WorkflowCreateDefinitionPostErrors, CreateWorkflowApiV1WorkflowCreateDefinitionPostResponse, CreateWorkflowApiV1WorkflowCreateDefinitionPostResponses, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostData, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostError, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostErrors, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostResponse, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostResponses, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostData, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostError, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostErrors, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostResponse, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostResponses, CreateWorkflowRequest, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostData, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostError, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostErrors, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostResponse, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostResponses, CreateWorkflowRunRequest, CreateWorkflowRunResponse, CreateWorkflowTemplateRequest, CredentialResponse, CurrentUsageResponse, DailyReportResponse, DailyUsageBreakdownResponse, DailyUsageItem, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteData, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteError, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteErrors, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteResponse, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteResponses, DeepgramSttConfiguration, DeepgramTtsConfiguration, DefaultConfigurationsResponse, DeleteCredentialApiV1CredentialsCredentialUuidDeleteData, DeleteCredentialApiV1CredentialsCredentialUuidDeleteError, DeleteCredentialApiV1CredentialsCredentialUuidDeleteErrors, DeleteCredentialApiV1CredentialsCredentialUuidDeleteResponse, DeleteCredentialApiV1CredentialsCredentialUuidDeleteResponses, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteData, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteError, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteErrors, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteResponses, DeleteFolderApiV1FolderFolderIdDeleteData, DeleteFolderApiV1FolderFolderIdDeleteError, DeleteFolderApiV1FolderFolderIdDeleteErrors, DeleteFolderApiV1FolderFolderIdDeleteResponse, DeleteFolderApiV1FolderFolderIdDeleteResponses, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteData, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteError, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteErrors, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteResponses, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteData, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteError, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteErrors, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteResponses, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteData, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteError, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteErrors, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteResponses, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteData, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteError, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteErrors, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteResponses, DeleteToolApiV1ToolsToolUuidDeleteData, DeleteToolApiV1ToolsToolUuidDeleteError, DeleteToolApiV1ToolsToolUuidDeleteErrors, DeleteToolApiV1ToolsToolUuidDeleteResponse, DeleteToolApiV1ToolsToolUuidDeleteResponses, DisplayOptions, DocumentListResponseSchema, DocumentResponseSchema, DocumentUploadRequestSchema, DocumentUploadResponseSchema, DograhEmbeddingsConfiguration, DograhLlmService, DograhManagedAiModelConfiguration, DograhSttService, DograhTtsService, DownloadCampaignReportApiV1CampaignCampaignIdReportGetData, DownloadCampaignReportApiV1CampaignCampaignIdReportGetError, DownloadCampaignReportApiV1CampaignCampaignIdReportGetErrors, DownloadCampaignReportApiV1CampaignCampaignIdReportGetResponses, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetData, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetError, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetErrors, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetResponses, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetData, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetError, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetErrors, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetResponses, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetData, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetError, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetErrors, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetResponses, DuplicateTemplateRequest, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostData, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostError, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostErrors, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostResponse, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostResponses, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostData, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostError, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostErrors, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostResponse, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostResponses, ElevenlabsTtsConfiguration, EmbedConfigResponse, EmbedTokenRequest, EmbedTokenResponse, EndCallConfig, EndCallToolDefinition, FileDescriptor, FileMetadataResponse, FolderResponse, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostData, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostError, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostErrors, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostResponse, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostResponses, GetApiKeysApiV1UserApiKeysGetData, GetApiKeysApiV1UserApiKeysGetError, GetApiKeysApiV1UserApiKeysGetErrors, GetApiKeysApiV1UserApiKeysGetResponse, GetApiKeysApiV1UserApiKeysGetResponses, GetAuthUserApiV1UserAuthUserGetData, GetAuthUserApiV1UserAuthUserGetError, GetAuthUserApiV1UserAuthUserGetErrors, GetAuthUserApiV1UserAuthUserGetResponse, GetAuthUserApiV1UserAuthUserGetResponses, GetBillingCreditsApiV1OrganizationsBillingCreditsGetData, GetBillingCreditsApiV1OrganizationsBillingCreditsGetError, GetBillingCreditsApiV1OrganizationsBillingCreditsGetErrors, GetBillingCreditsApiV1OrganizationsBillingCreditsGetResponse, GetBillingCreditsApiV1OrganizationsBillingCreditsGetResponses, GetCampaignApiV1CampaignCampaignIdGetData, GetCampaignApiV1CampaignCampaignIdGetError, GetCampaignApiV1CampaignCampaignIdGetErrors, GetCampaignApiV1CampaignCampaignIdGetResponse, GetCampaignApiV1CampaignCampaignIdGetResponses, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetData, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetError, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetErrors, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetResponse, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetResponses, GetCampaignProgressApiV1CampaignCampaignIdProgressGetData, GetCampaignProgressApiV1CampaignCampaignIdProgressGetError, GetCampaignProgressApiV1CampaignCampaignIdProgressGetErrors, GetCampaignProgressApiV1CampaignCampaignIdProgressGetResponse, GetCampaignProgressApiV1CampaignCampaignIdProgressGetResponses, GetCampaignRunsApiV1CampaignCampaignIdRunsGetData, GetCampaignRunsApiV1CampaignCampaignIdRunsGetError, GetCampaignRunsApiV1CampaignCampaignIdRunsGetErrors, GetCampaignRunsApiV1CampaignCampaignIdRunsGetResponse, GetCampaignRunsApiV1CampaignCampaignIdRunsGetResponses, GetCampaignsApiV1CampaignGetData, GetCampaignsApiV1CampaignGetError, GetCampaignsApiV1CampaignGetErrors, GetCampaignsApiV1CampaignGetResponse, GetCampaignsApiV1CampaignGetResponses, GetCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGetData, GetCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGetError, GetCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGetErrors, GetCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGetResponse, GetCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGetResponses, GetCredentialApiV1CredentialsCredentialUuidGetData, GetCredentialApiV1CredentialsCredentialUuidGetError, GetCredentialApiV1CredentialsCredentialUuidGetErrors, GetCredentialApiV1CredentialsCredentialUuidGetResponse, GetCredentialApiV1CredentialsCredentialUuidGetResponses, GetCurrentOrganizationContextApiV1OrganizationsContextGetData, GetCurrentOrganizationContextApiV1OrganizationsContextGetError, GetCurrentOrganizationContextApiV1OrganizationsContextGetErrors, GetCurrentOrganizationContextApiV1OrganizationsContextGetResponse, GetCurrentOrganizationContextApiV1OrganizationsContextGetResponses, GetCurrentPeriodUsageApiV1OrganizationsUsageCurrentPeriodGetData, GetCurrentPeriodUsageApiV1OrganizationsUsageCurrentPeriodGetError, GetCurrentPeriodUsageApiV1OrganizationsUsageCurrentPeriodGetErrors, GetCurrentPeriodUsageApiV1OrganizationsUsageCurrentPeriodGetResponse, GetCurrentPeriodUsageApiV1OrganizationsUsageCurrentPeriodGetResponses, GetCurrentUserApiV1AuthMeGetData, GetCurrentUserApiV1AuthMeGetError, GetCurrentUserApiV1AuthMeGetErrors, GetCurrentUserApiV1AuthMeGetResponse, GetCurrentUserApiV1AuthMeGetResponses, GetDailyReportApiV1OrganizationsReportsDailyGetData, GetDailyReportApiV1OrganizationsReportsDailyGetError, GetDailyReportApiV1OrganizationsReportsDailyGetErrors, GetDailyReportApiV1OrganizationsReportsDailyGetResponse, GetDailyReportApiV1OrganizationsReportsDailyGetResponses, GetDailyRunsDetailApiV1OrganizationsReportsDailyRunsGetData, GetDailyRunsDetailApiV1OrganizationsReportsDailyRunsGetError, GetDailyRunsDetailApiV1OrganizationsReportsDailyRunsGetErrors, GetDailyRunsDetailApiV1OrganizationsReportsDailyRunsGetResponse, GetDailyRunsDetailApiV1OrganizationsReportsDailyRunsGetResponses, GetDailyUsageBreakdownApiV1OrganizationsUsageDailyBreakdownGetData, GetDailyUsageBreakdownApiV1OrganizationsUsageDailyBreakdownGetError, GetDailyUsageBreakdownApiV1OrganizationsUsageDailyBreakdownGetErrors, GetDailyUsageBreakdownApiV1OrganizationsUsageDailyBreakdownGetResponse, GetDailyUsageBreakdownApiV1OrganizationsUsageDailyBreakdownGetResponses, GetDefaultConfigurationsApiV1UserConfigurationsDefaultsGetData, GetDefaultConfigurationsApiV1UserConfigurationsDefaultsGetErrors, GetDefaultConfigurationsApiV1UserConfigurationsDefaultsGetResponse, GetDefaultConfigurationsApiV1UserConfigurationsDefaultsGetResponses, GetDocumentApiV1KnowledgeBaseDocumentsDocumentUuidGetData, GetDocumentApiV1KnowledgeBaseDocumentsDocumentUuidGetError, GetDocumentApiV1KnowledgeBaseDocumentsDocumentUuidGetErrors, GetDocumentApiV1KnowledgeBaseDocumentsDocumentUuidGetResponse, GetDocumentApiV1KnowledgeBaseDocumentsDocumentUuidGetResponses, GetEmbedConfigApiV1PublicEmbedConfigTokenGetData, GetEmbedConfigApiV1PublicEmbedConfigTokenGetError, GetEmbedConfigApiV1PublicEmbedConfigTokenGetErrors, GetEmbedConfigApiV1PublicEmbedConfigTokenGetResponse, GetEmbedConfigApiV1PublicEmbedConfigTokenGetResponses, GetEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenGetData, GetEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenGetError, GetEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenGetErrors, GetEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenGetResponse, GetEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenGetResponses, GetFileMetadataApiV1S3FileMetadataGetData, GetFileMetadataApiV1S3FileMetadataGetError, GetFileMetadataApiV1S3FileMetadataGetErrors, GetFileMetadataApiV1S3FileMetadataGetResponse, GetFileMetadataApiV1S3FileMetadataGetResponses, GetLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsGetData, GetLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsGetError, GetLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsGetErrors, GetLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsGetResponse, GetLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsGetResponses, GetModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2GetData, GetModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2GetError, GetModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2GetErrors, GetModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2GetResponse, GetModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2GetResponses, GetModelConfigurationV2DefaultsApiV1OrganizationsModelConfigurationsV2DefaultsGetData, GetModelConfigurationV2DefaultsApiV1OrganizationsModelConfigurationsV2DefaultsGetError, GetModelConfigurationV2DefaultsApiV1OrganizationsModelConfigurationsV2DefaultsGetErrors, GetModelConfigurationV2DefaultsApiV1OrganizationsModelConfigurationsV2DefaultsGetResponses, GetMpsCreditsApiV1OrganizationsUsageMpsCreditsGetData, GetMpsCreditsApiV1OrganizationsUsageMpsCreditsGetError, GetMpsCreditsApiV1OrganizationsUsageMpsCreditsGetErrors, GetMpsCreditsApiV1OrganizationsUsageMpsCreditsGetResponse, GetMpsCreditsApiV1OrganizationsUsageMpsCreditsGetResponses, GetNodeTypeApiV1NodeTypesNameGetData, GetNodeTypeApiV1NodeTypesNameGetError, GetNodeTypeApiV1NodeTypesNameGetErrors, GetNodeTypeApiV1NodeTypesNameGetResponse, GetNodeTypeApiV1NodeTypesNameGetResponses, GetPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdGetData, GetPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdGetError, GetPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdGetErrors, GetPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdGetResponse, GetPhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdGetResponses, GetPreferencesApiV1OrganizationsPreferencesGetData, GetPreferencesApiV1OrganizationsPreferencesGetError, GetPreferencesApiV1OrganizationsPreferencesGetErrors, GetPreferencesApiV1OrganizationsPreferencesGetResponse, GetPreferencesApiV1OrganizationsPreferencesGetResponses, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostData, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostError, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostErrors, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostResponse, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostResponses, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetData, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetError, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetErrors, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetResponse, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetResponses, GetServiceKeysApiV1UserServiceKeysGetData, GetServiceKeysApiV1UserServiceKeysGetError, GetServiceKeysApiV1UserServiceKeysGetErrors, GetServiceKeysApiV1UserServiceKeysGetResponse, GetServiceKeysApiV1UserServiceKeysGetResponses, GetSignedUrlApiV1S3SignedUrlGetData, GetSignedUrlApiV1S3SignedUrlGetError, GetSignedUrlApiV1S3SignedUrlGetErrors, GetSignedUrlApiV1S3SignedUrlGetResponse, GetSignedUrlApiV1S3SignedUrlGetResponses, GetTelephonyConfigurationApiV1OrganizationsTelephonyConfigGetData, GetTelephonyConfigurationApiV1OrganizationsTelephonyConfigGetError, GetTelephonyConfigurationApiV1OrganizationsTelephonyConfigGetErrors, GetTelephonyConfigurationApiV1OrganizationsTelephonyConfigGetResponse, GetTelephonyConfigurationApiV1OrganizationsTelephonyConfigGetResponses, GetTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGetData, GetTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGetError, GetTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGetErrors, GetTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGetResponse, GetTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGetResponses, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetData, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetError, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetErrors, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetResponse, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetResponses, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetData, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetError, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetErrors, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetResponse, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetResponses, GetTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGetData, GetTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGetError, GetTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGetErrors, GetTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGetResponse, GetTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGetResponses, GetToolApiV1ToolsToolUuidGetData, GetToolApiV1ToolsToolUuidGetError, GetToolApiV1ToolsToolUuidGetErrors, GetToolApiV1ToolsToolUuidGetResponse, GetToolApiV1ToolsToolUuidGetResponses, GetTurnCredentialsApiV1TurnCredentialsGetData, GetTurnCredentialsApiV1TurnCredentialsGetError, GetTurnCredentialsApiV1TurnCredentialsGetErrors, GetTurnCredentialsApiV1TurnCredentialsGetResponse, GetTurnCredentialsApiV1TurnCredentialsGetResponses, GetUploadUrlApiV1KnowledgeBaseUploadUrlPostData, GetUploadUrlApiV1KnowledgeBaseUploadUrlPostError, GetUploadUrlApiV1KnowledgeBaseUploadUrlPostErrors, GetUploadUrlApiV1KnowledgeBaseUploadUrlPostResponse, GetUploadUrlApiV1KnowledgeBaseUploadUrlPostResponses, GetUploadUrlsApiV1WorkflowRecordingsUploadUrlPostData, GetUploadUrlsApiV1WorkflowRecordingsUploadUrlPostError, GetUploadUrlsApiV1WorkflowRecordingsUploadUrlPostErrors, GetUploadUrlsApiV1WorkflowRecordingsUploadUrlPostResponse, GetUploadUrlsApiV1WorkflowRecordingsUploadUrlPostResponses, GetUsageHistoryApiV1OrganizationsUsageRunsGetData, GetUsageHistoryApiV1OrganizationsUsageRunsGetError, GetUsageHistoryApiV1OrganizationsUsageRunsGetErrors, GetUsageHistoryApiV1OrganizationsUsageRunsGetResponse, GetUsageHistoryApiV1OrganizationsUsageRunsGetResponses, GetUserConfigurationsApiV1UserConfigurationsUserGetData, GetUserConfigurationsApiV1UserConfigurationsUserGetError, GetUserConfigurationsApiV1UserConfigurationsUserGetErrors, GetUserConfigurationsApiV1UserConfigurationsUserGetResponse, GetUserConfigurationsApiV1UserConfigurationsUserGetResponses, GetUserOnboardingStateApiV1UserOnboardingStateGetData, GetUserOnboardingStateApiV1UserOnboardingStateGetError, GetUserOnboardingStateApiV1UserOnboardingStateGetErrors, GetUserOnboardingStateApiV1UserOnboardingStateGetResponse, GetUserOnboardingStateApiV1UserOnboardingStateGetResponses, GetVoicesApiV1UserConfigurationsVoicesProviderGetData, GetVoicesApiV1UserConfigurationsVoicesProviderGetError, GetVoicesApiV1UserConfigurationsVoicesProviderGetErrors, GetVoicesApiV1UserConfigurationsVoicesProviderGetResponse, GetVoicesApiV1UserConfigurationsVoicesProviderGetResponses, GetWorkflowApiV1WorkflowFetchWorkflowIdGetData, GetWorkflowApiV1WorkflowFetchWorkflowIdGetError, GetWorkflowApiV1WorkflowFetchWorkflowIdGetErrors, GetWorkflowApiV1WorkflowFetchWorkflowIdGetResponse, GetWorkflowApiV1WorkflowFetchWorkflowIdGetResponses, GetWorkflowCountApiV1WorkflowCountGetData, GetWorkflowCountApiV1WorkflowCountGetError, GetWorkflowCountApiV1WorkflowCountGetErrors, GetWorkflowCountApiV1WorkflowCountGetResponse, GetWorkflowCountApiV1WorkflowCountGetResponses, GetWorkflowOptionsApiV1OrganizationsReportsWorkflowsGetData, GetWorkflowOptionsApiV1OrganizationsReportsWorkflowsGetError, GetWorkflowOptionsApiV1OrganizationsReportsWorkflowsGetErrors, GetWorkflowOptionsApiV1OrganizationsReportsWorkflowsGetResponse, GetWorkflowOptionsApiV1OrganizationsReportsWorkflowsGetResponses, GetWorkflowRunApiV1WorkflowWorkflowIdRunsRunIdGetData, GetWorkflowRunApiV1WorkflowWorkflowIdRunsRunIdGetError, GetWorkflowRunApiV1WorkflowWorkflowIdRunsRunIdGetErrors, GetWorkflowRunApiV1WorkflowWorkflowIdRunsRunIdGetResponse, GetWorkflowRunApiV1WorkflowWorkflowIdRunsRunIdGetResponses, GetWorkflowRunsApiV1SuperuserWorkflowRunsGetData, GetWorkflowRunsApiV1SuperuserWorkflowRunsGetError, GetWorkflowRunsApiV1SuperuserWorkflowRunsGetErrors, GetWorkflowRunsApiV1SuperuserWorkflowRunsGetResponse, GetWorkflowRunsApiV1SuperuserWorkflowRunsGetResponses, GetWorkflowRunsApiV1WorkflowWorkflowIdRunsGetData, GetWorkflowRunsApiV1WorkflowWorkflowIdRunsGetError, GetWorkflowRunsApiV1WorkflowWorkflowIdRunsGetErrors, GetWorkflowRunsApiV1WorkflowWorkflowIdRunsGetResponse, GetWorkflowRunsApiV1WorkflowWorkflowIdRunsGetResponses, GetWorkflowsApiV1WorkflowFetchGetData, GetWorkflowsApiV1WorkflowFetchGetError, GetWorkflowsApiV1WorkflowFetchGetErrors, GetWorkflowsApiV1WorkflowFetchGetResponse, GetWorkflowsApiV1WorkflowFetchGetResponses, GetWorkflowsSummaryApiV1WorkflowSummaryGetData, GetWorkflowsSummaryApiV1WorkflowSummaryGetError, GetWorkflowsSummaryApiV1WorkflowSummaryGetErrors, GetWorkflowsSummaryApiV1WorkflowSummaryGetResponse, GetWorkflowsSummaryApiV1WorkflowSummaryGetResponses, GetWorkflowTemplatesApiV1WorkflowTemplatesGetData, GetWorkflowTemplatesApiV1WorkflowTemplatesGetErrors, GetWorkflowTemplatesApiV1WorkflowTemplatesGetResponse, GetWorkflowTemplatesApiV1WorkflowTemplatesGetResponses, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetData, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetError, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetErrors, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetResponse, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetResponses, GladiaSttConfiguration, GoogleLlmService, GoogleRealtimeLlmConfiguration, GoogleSttConfiguration, GoogleTtsConfiguration, GoogleVertexLlmConfiguration, GoogleVertexRealtimeLlmConfiguration, GraphConstraints, GrokRealtimeLlmConfiguration, GroqLlmService, HandleCloudonixCdrApiV1TelephonyCloudonixCdrPostData, HandleCloudonixCdrApiV1TelephonyCloudonixCdrPostErrors, HandleCloudonixCdrApiV1TelephonyCloudonixCdrPostResponses, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostData, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostError, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostErrors, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostResponses, HandleInboundFallbackApiV1TelephonyInboundFallbackPostData, HandleInboundFallbackApiV1TelephonyInboundFallbackPostErrors, HandleInboundFallbackApiV1TelephonyInboundFallbackPostResponses, HandleInboundRunApiV1TelephonyInboundRunPostData, HandleInboundRunApiV1TelephonyInboundRunPostErrors, HandleInboundRunApiV1TelephonyInboundRunPostResponses, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostData, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostError, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostErrors, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostResponses, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostData, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostError, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostErrors, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostResponses, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostData, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostError, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostErrors, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostResponses, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostData, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostError, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostErrors, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostResponses, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostData, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostError, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostErrors, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostResponses, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostData, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostError, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostErrors, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostResponses, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostData, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostError, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostErrors, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostResponses, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostData, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostError, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostErrors, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostResponses, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostData, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostError, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostErrors, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostResponses, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostData, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostError, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostErrors, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostResponses, HealthApiV1HealthGetData, HealthApiV1HealthGetErrors, HealthApiV1HealthGetResponse, HealthApiV1HealthGetResponses, HealthResponse, HttpApiConfig, HttpApiToolDefinition, HttpValidationError, HuggingFaceLlmConfiguration, HuggingFaceSttConfiguration, ImpersonateApiV1SuperuserImpersonatePostData, ImpersonateApiV1SuperuserImpersonatePostError, ImpersonateApiV1SuperuserImpersonatePostErrors, ImpersonateApiV1SuperuserImpersonatePostResponse, ImpersonateApiV1SuperuserImpersonatePostResponses, ImpersonateRequest, ImpersonateResponse, InitEmbedRequest, InitEmbedResponse, InitializeEmbedSessionApiV1PublicEmbedInitPostData, InitializeEmbedSessionApiV1PublicEmbedInitPostError, InitializeEmbedSessionApiV1PublicEmbedInitPostErrors, InitializeEmbedSessionApiV1PublicEmbedInitPostResponse, InitializeEmbedSessionApiV1PublicEmbedInitPostResponses, InitiateCallApiV1PublicAgentUuidPostData, InitiateCallApiV1PublicAgentUuidPostError, InitiateCallApiV1PublicAgentUuidPostErrors, InitiateCallApiV1PublicAgentUuidPostResponse, InitiateCallApiV1PublicAgentUuidPostResponses, InitiateCallApiV1TelephonyInitiateCallPostData, InitiateCallApiV1TelephonyInitiateCallPostError, InitiateCallApiV1TelephonyInitiateCallPostErrors, InitiateCallApiV1TelephonyInitiateCallPostResponses, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostData, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostError, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostErrors, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostResponse, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostResponses, InitiateCallRequest, InitiateCallTestApiV1PublicAgentTestUuidPostData, InitiateCallTestApiV1PublicAgentTestUuidPostError, InitiateCallTestApiV1PublicAgentTestUuidPostErrors, InitiateCallTestApiV1PublicAgentTestUuidPostResponse, InitiateCallTestApiV1PublicAgentTestUuidPostResponses, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostData, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostError, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostErrors, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostResponse, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostResponses, InworldTtsConfiguration, ItemKind, LangfuseCredentialsRequest, LangfuseCredentialsResponse, LastCampaignSettingsResponse, ListCredentialsApiV1CredentialsGetData, ListCredentialsApiV1CredentialsGetError, ListCredentialsApiV1CredentialsGetErrors, ListCredentialsApiV1CredentialsGetResponse, ListCredentialsApiV1CredentialsGetResponses, ListDocumentsApiV1KnowledgeBaseDocumentsGetData, ListDocumentsApiV1KnowledgeBaseDocumentsGetError, ListDocumentsApiV1KnowledgeBaseDocumentsGetErrors, ListDocumentsApiV1KnowledgeBaseDocumentsGetResponse, ListDocumentsApiV1KnowledgeBaseDocumentsGetResponses, ListFoldersApiV1FolderGetData, ListFoldersApiV1FolderGetError, ListFoldersApiV1FolderGetErrors, ListFoldersApiV1FolderGetResponse, ListFoldersApiV1FolderGetResponses, ListNodeTypesApiV1NodeTypesGetData, ListNodeTypesApiV1NodeTypesGetError, ListNodeTypesApiV1NodeTypesGetErrors, ListNodeTypesApiV1NodeTypesGetResponse, ListNodeTypesApiV1NodeTypesGetResponses, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetData, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetError, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetErrors, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetResponse, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetResponses, ListRecordingsApiV1WorkflowRecordingsGetData, ListRecordingsApiV1WorkflowRecordingsGetError, ListRecordingsApiV1WorkflowRecordingsGetErrors, ListRecordingsApiV1WorkflowRecordingsGetResponse, ListRecordingsApiV1WorkflowRecordingsGetResponses, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetData, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetError, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetErrors, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetResponse, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetResponses, ListToolsApiV1ToolsGetData, ListToolsApiV1ToolsGetError, ListToolsApiV1ToolsGetErrors, ListToolsApiV1ToolsGetResponse, ListToolsApiV1ToolsGetResponses, LoginApiV1AuthLoginPostData, LoginApiV1AuthLoginPostError, LoginApiV1AuthLoginPostErrors, LoginApiV1AuthLoginPostResponse, LoginApiV1AuthLoginPostResponses, LoginRequest, McpRefreshResponse, McpToolConfig, McpToolDefinition, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostData, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostError, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostErrors, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostResponse, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostResponses, MiniMaxLlmConfiguration, MiniMaxTtsConfiguration, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutData, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutError, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutErrors, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutResponse, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutResponses, MoveWorkflowToFolderRequest, MpsBillingAccountResponse, MpsBillingCreditsResponse, MpsCreditLedgerEntryResponse, MpsCreditPurchaseUrlResponse, MpsCreditsResponse, NodeCategory, NodeExample, NodeSpec, NodeTypesResponse, OnboardingState, OnboardingStateUpdate, OpenAiEmbeddingsConfiguration, OpenAillmService, OpenAiRealtimeLlmConfiguration, OpenAisttConfiguration, OpenAittsService, OpenRouterEmbeddingsConfiguration, OpenRouterLlmConfiguration, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsData, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsError, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsErrors, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsResponses, OptionsInitApiV1PublicEmbedInitOptionsData, OptionsInitApiV1PublicEmbedInitOptionsErrors, OptionsInitApiV1PublicEmbedInitOptionsResponses, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsData, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsError, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsErrors, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsResponses, OrganizationAiModelConfigurationResponse, OrganizationAiModelConfigurationV2, OrganizationContextResponse, OrganizationModelServicesContext, OrganizationPreferences, PauseCampaignApiV1CampaignCampaignIdPausePostData, PauseCampaignApiV1CampaignCampaignIdPausePostError, PauseCampaignApiV1CampaignCampaignIdPausePostErrors, PauseCampaignApiV1CampaignCampaignIdPausePostResponse, PauseCampaignApiV1CampaignCampaignIdPausePostResponses, PhoneNumberCreateRequest, PhoneNumberListResponse, PhoneNumberResponse, PhoneNumberUpdateRequest, PlivoConfigurationRequest, PlivoConfigurationResponse, PresetToolParameter, PresignedUploadUrlRequest, PresignedUploadUrlResponse, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetData, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetError, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetErrors, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetResponses, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostData, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostError, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostErrors, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostResponse, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostResponses, ProcessDocumentRequestSchema, PropertyOption, PropertySpec, PropertyType, ProviderSyncStatus, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostData, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostError, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostErrors, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostResponses, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutData, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutError, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutErrors, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutResponse, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutResponses, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutData, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutError, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutErrors, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutResponses, RecordingCreateRequestSchema, RecordingListResponseSchema, RecordingResponseSchema, RecordingUpdateRequestSchema, RecordingUploadResponseSchema, RedialCampaignApiV1CampaignCampaignIdRedialPostData, RedialCampaignApiV1CampaignCampaignIdRedialPostError, RedialCampaignApiV1CampaignCampaignIdRedialPostErrors, RedialCampaignApiV1CampaignCampaignIdRedialPostResponse, RedialCampaignApiV1CampaignCampaignIdRedialPostResponses, RedialCampaignRequest, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostData, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostError, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostErrors, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostResponse, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostResponses, RenameFolderApiV1FolderFolderIdPutData, RenameFolderApiV1FolderFolderIdPutError, RenameFolderApiV1FolderFolderIdPutErrors, RenameFolderApiV1FolderFolderIdPutResponse, RenameFolderApiV1FolderFolderIdPutResponses, ResumeCampaignApiV1CampaignCampaignIdResumePostData, ResumeCampaignApiV1CampaignCampaignIdResumePostError, ResumeCampaignApiV1CampaignCampaignIdResumePostErrors, ResumeCampaignApiV1CampaignCampaignIdResumePostResponse, ResumeCampaignApiV1CampaignCampaignIdResumePostResponses, RetryConfigRequest, RetryConfigResponse, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostData, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostError, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostErrors, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostResponse, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostResponses, RewindTextChatSessionRequest, RimeTtsConfiguration, S3SignedUrlResponse, SarvamLlmConfiguration, SarvamSttConfiguration, SarvamTtsConfiguration, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostData, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostError, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostErrors, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostResponses, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutData, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutError, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutErrors, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutResponse, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutResponses, SavePreferencesApiV1OrganizationsPreferencesPutData, SavePreferencesApiV1OrganizationsPreferencesPutError, SavePreferencesApiV1OrganizationsPreferencesPutErrors, SavePreferencesApiV1OrganizationsPreferencesPutResponse, SavePreferencesApiV1OrganizationsPreferencesPutResponses, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostData, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostError, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostErrors, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostResponses, ScheduleConfigRequest, ScheduleConfigResponse, SearchChunksApiV1KnowledgeBaseSearchPostData, SearchChunksApiV1KnowledgeBaseSearchPostError, SearchChunksApiV1KnowledgeBaseSearchPostErrors, SearchChunksApiV1KnowledgeBaseSearchPostResponse, SearchChunksApiV1KnowledgeBaseSearchPostResponses, ServiceKeyResponse, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostData, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostError, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostErrors, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostResponse, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostResponses, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostData, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostError, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostErrors, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostResponse, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostResponses, SignupApiV1AuthSignupPostData, SignupApiV1AuthSignupPostError, SignupApiV1AuthSignupPostErrors, SignupApiV1AuthSignupPostResponse, SignupApiV1AuthSignupPostResponses, SignupRequest, SmallestAisttConfiguration, SmallestAittsConfiguration, SpeachesLlmConfiguration, SpeachesSttConfiguration, SpeachesTtsConfiguration, SpeechmaticsSttConfiguration, StartCampaignApiV1CampaignCampaignIdStartPostData, StartCampaignApiV1CampaignCampaignIdStartPostError, StartCampaignApiV1CampaignCampaignIdStartPostErrors, StartCampaignApiV1CampaignCampaignIdStartPostResponse, StartCampaignApiV1CampaignCampaignIdStartPostResponses, SuperuserWorkflowRunResponse, SuperuserWorkflowRunsListResponse, TelephonyConfigurationCreateRequest, TelephonyConfigurationDetail, TelephonyConfigurationListItem, TelephonyConfigurationListResponse, TelephonyConfigurationResponse, TelephonyConfigurationUpdateRequest, TelephonyConfigWarningsResponse, TelephonyProviderMetadata, TelephonyProvidersMetadataResponse, TelephonyProviderUiField, TelnyxConfigurationRequest, TelnyxConfigurationResponse, TimeSlotRequest, TimeSlotResponse, ToolParameter, ToolResponse, TranscribeAudioApiV1WorkflowRecordingsTranscribePostData, TranscribeAudioApiV1WorkflowRecordingsTranscribePostError, TranscribeAudioApiV1WorkflowRecordingsTranscribePostErrors, TranscribeAudioApiV1WorkflowRecordingsTranscribePostResponses, TransferCallConfig, TransferCallToolDefinition, TriggerCallRequest, TriggerCallResponse, TurnCredentialsResponse, TwilioConfigurationRequest, TwilioConfigurationResponse, UltravoxRealtimeLlmConfiguration, UnarchiveToolApiV1ToolsToolUuidUnarchivePostData, UnarchiveToolApiV1ToolsToolUuidUnarchivePostError, UnarchiveToolApiV1ToolsToolUuidUnarchivePostErrors, UnarchiveToolApiV1ToolsToolUuidUnarchivePostResponse, UnarchiveToolApiV1ToolsToolUuidUnarchivePostResponses, UpdateCampaignApiV1CampaignCampaignIdPatchData, UpdateCampaignApiV1CampaignCampaignIdPatchError, UpdateCampaignApiV1CampaignCampaignIdPatchErrors, UpdateCampaignApiV1CampaignCampaignIdPatchResponse, UpdateCampaignApiV1CampaignCampaignIdPatchResponses, UpdateCampaignRequest, UpdateCredentialApiV1CredentialsCredentialUuidPutData, UpdateCredentialApiV1CredentialsCredentialUuidPutError, UpdateCredentialApiV1CredentialsCredentialUuidPutErrors, UpdateCredentialApiV1CredentialsCredentialUuidPutResponse, UpdateCredentialApiV1CredentialsCredentialUuidPutResponses, UpdateCredentialRequest, UpdateFolderRequest, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutData, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutError, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutErrors, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutResponse, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutResponses, UpdateRecordingApiV1WorkflowRecordingsIdPatchData, UpdateRecordingApiV1WorkflowRecordingsIdPatchError, UpdateRecordingApiV1WorkflowRecordingsIdPatchErrors, UpdateRecordingApiV1WorkflowRecordingsIdPatchResponse, UpdateRecordingApiV1WorkflowRecordingsIdPatchResponses, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutData, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutError, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutErrors, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutResponse, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutResponses, UpdateToolApiV1ToolsToolUuidPutData, UpdateToolApiV1ToolsToolUuidPutError, UpdateToolApiV1ToolsToolUuidPutErrors, UpdateToolApiV1ToolsToolUuidPutResponse, UpdateToolApiV1ToolsToolUuidPutResponses, UpdateToolRequest, UpdateUserConfigurationsApiV1UserConfigurationsUserPutData, UpdateUserConfigurationsApiV1UserConfigurationsUserPutError, UpdateUserConfigurationsApiV1UserConfigurationsUserPutErrors, UpdateUserConfigurationsApiV1UserConfigurationsUserPutResponse, UpdateUserConfigurationsApiV1UserConfigurationsUserPutResponses, UpdateUserOnboardingStateApiV1UserOnboardingStatePutData, UpdateUserOnboardingStateApiV1UserOnboardingStatePutError, UpdateUserOnboardingStateApiV1UserOnboardingStatePutErrors, UpdateUserOnboardingStateApiV1UserOnboardingStatePutResponse, UpdateUserOnboardingStateApiV1UserOnboardingStatePutResponses, UpdateWorkflowApiV1WorkflowWorkflowIdPutData, UpdateWorkflowApiV1WorkflowWorkflowIdPutError, UpdateWorkflowApiV1WorkflowWorkflowIdPutErrors, UpdateWorkflowApiV1WorkflowWorkflowIdPutResponse, UpdateWorkflowApiV1WorkflowWorkflowIdPutResponses, UpdateWorkflowRequest, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutData, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutError, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutErrors, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutResponse, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutResponses, UpdateWorkflowStatusRequest, UsageHistoryResponse, UserConfigurationRequestResponseSchema, UserResponse, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetData, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetError, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetErrors, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetResponse, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetResponses, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostData, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostError, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostErrors, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostResponse, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostResponses, ValidateWorkflowResponse, ValidationError, VobizConfigurationRequest, VobizConfigurationResponse, VoiceInfo, VoicesResponse, VonageConfigurationRequest, VonageConfigurationResponse, WebhookCredentialType, WorkflowCountResponse, WorkflowError, WorkflowListResponse, WorkflowOption, WorkflowResponse, WorkflowRunDetail, WorkflowRunResponseSchema, WorkflowRunsResponse, WorkflowRunTextSessionResponse, WorkflowRunUsageResponse, WorkflowSummaryResponse, WorkflowTemplateResponse, WorkflowVersionResponse } from './types.gen'; +export type { AmbientNoiseUploadRequest, AmbientNoiseUploadResponse, ApiKeyResponse, ApiKeyStatus, ApiKeyStatusResponse, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostData, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostError, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostErrors, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostResponse, AppendTextChatMessageApiV1WorkflowWorkflowIdTextChatSessionsRunIdMessagesPostResponses, AppendTextChatMessageRequest, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteData, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteError, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteErrors, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteResponse, ArchiveApiKeyApiV1UserApiKeysApiKeyIdDeleteResponses, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteData, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteError, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteErrors, ArchiveServiceKeyApiV1UserServiceKeysServiceKeyIdDeleteResponses, AriConfigurationRequest, AriConfigurationResponse, AssemblyAisttConfiguration, AuthResponse, AuthUserResponse, AwsBedrockLlmConfiguration, AzureLlmService, AzureOpenAiEmbeddingsConfiguration, AzureRealtimeLlmConfiguration, AzureSpeechSttConfiguration, AzureSpeechTtsConfiguration, BatchRecordingCreateRequestSchema, BatchRecordingCreateResponseSchema, BatchRecordingUploadRequestSchema, BatchRecordingUploadResponseSchema, BodyTranscribeAudioApiV1WorkflowRecordingsTranscribePost, ByokaiModelConfiguration, ByokPipelineAiModelConfiguration, ByokRealtimeAiModelConfiguration, CalculatorToolDefinition, CallDispositionCodes, CallType, CambTtsConfiguration, CampaignDefaultsResponse, CampaignLogEntryResponse, CampaignProgressResponse, CampaignResponse, CampaignRunsResponse, CampaignSourceDownloadResponse, CampaignsResponse, CartesiaSttConfiguration, CartesiaTtsConfiguration, ChunkResponseSchema, ChunkSearchRequestSchema, ChunkSearchResponseSchema, CircuitBreakerConfigRequest, CircuitBreakerConfigResponse, ClientOptions, CloudonixConfigurationRequest, CloudonixConfigurationResponse, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostData, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostError, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostErrors, CompleteTransferFunctionCallApiV1TelephonyTransferResultTransferIdPostResponses, CreateApiKeyApiV1UserApiKeysPostData, CreateApiKeyApiV1UserApiKeysPostError, CreateApiKeyApiV1UserApiKeysPostErrors, CreateApiKeyApiV1UserApiKeysPostResponse, CreateApiKeyApiV1UserApiKeysPostResponses, CreateApiKeyRequest, CreateApiKeyResponse, CreateCampaignApiV1CampaignCreatePostData, CreateCampaignApiV1CampaignCreatePostError, CreateCampaignApiV1CampaignCreatePostErrors, CreateCampaignApiV1CampaignCreatePostResponse, CreateCampaignApiV1CampaignCreatePostResponses, CreateCampaignRequest, CreateCredentialApiV1CredentialsPostData, CreateCredentialApiV1CredentialsPostError, CreateCredentialApiV1CredentialsPostErrors, CreateCredentialApiV1CredentialsPostResponse, CreateCredentialApiV1CredentialsPostResponses, CreateCredentialRequest, CreatedByResponse, CreateFolderApiV1FolderPostData, CreateFolderApiV1FolderPostError, CreateFolderApiV1FolderPostErrors, CreateFolderApiV1FolderPostResponse, CreateFolderApiV1FolderPostResponses, CreateFolderRequest, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostData, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostError, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostErrors, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostResponse, CreateMpsCreditPurchaseUrlApiV1OrganizationsUsageMpsCreditsPurchaseUrlPostResponses, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostData, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostError, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostErrors, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostResponse, CreateOrUpdateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenPostResponses, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostData, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostError, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostErrors, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostResponse, CreatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPostResponses, CreateRecordingsApiV1WorkflowRecordingsPostData, CreateRecordingsApiV1WorkflowRecordingsPostError, CreateRecordingsApiV1WorkflowRecordingsPostErrors, CreateRecordingsApiV1WorkflowRecordingsPostResponse, CreateRecordingsApiV1WorkflowRecordingsPostResponses, CreateServiceKeyApiV1UserServiceKeysPostData, CreateServiceKeyApiV1UserServiceKeysPostError, CreateServiceKeyApiV1UserServiceKeysPostErrors, CreateServiceKeyApiV1UserServiceKeysPostResponse, CreateServiceKeyApiV1UserServiceKeysPostResponses, CreateServiceKeyRequest, CreateServiceKeyResponse, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostData, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostError, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostErrors, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostResponse, CreateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsPostResponses, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostData, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostError, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostErrors, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostResponse, CreateTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsPostResponses, CreateTextChatSessionRequest, CreateToolApiV1ToolsPostData, CreateToolApiV1ToolsPostError, CreateToolApiV1ToolsPostErrors, CreateToolApiV1ToolsPostResponse, CreateToolApiV1ToolsPostResponses, CreateToolRequest, CreateWorkflowApiV1WorkflowCreateDefinitionPostData, CreateWorkflowApiV1WorkflowCreateDefinitionPostError, CreateWorkflowApiV1WorkflowCreateDefinitionPostErrors, CreateWorkflowApiV1WorkflowCreateDefinitionPostResponse, CreateWorkflowApiV1WorkflowCreateDefinitionPostResponses, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostData, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostError, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostErrors, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostResponse, CreateWorkflowDraftApiV1WorkflowWorkflowIdCreateDraftPostResponses, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostData, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostError, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostErrors, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostResponse, CreateWorkflowFromTemplateApiV1WorkflowCreateTemplatePostResponses, CreateWorkflowRequest, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostData, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostError, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostErrors, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostResponse, CreateWorkflowRunApiV1WorkflowWorkflowIdRunsPostResponses, CreateWorkflowRunRequest, CreateWorkflowRunResponse, CreateWorkflowTemplateRequest, CredentialResponse, CurrentUsageResponse, DailyReportResponse, DailyUsageBreakdownResponse, DailyUsageItem, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteData, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteError, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteErrors, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteResponse, DeactivateEmbedTokenApiV1WorkflowWorkflowIdEmbedTokenDeleteResponses, DeepgramSttConfiguration, DeepgramTtsConfiguration, DefaultConfigurationsResponse, DeleteCredentialApiV1CredentialsCredentialUuidDeleteData, DeleteCredentialApiV1CredentialsCredentialUuidDeleteError, DeleteCredentialApiV1CredentialsCredentialUuidDeleteErrors, DeleteCredentialApiV1CredentialsCredentialUuidDeleteResponse, DeleteCredentialApiV1CredentialsCredentialUuidDeleteResponses, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteData, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteError, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteErrors, DeleteDocumentApiV1KnowledgeBaseDocumentsDocumentUuidDeleteResponses, DeleteFolderApiV1FolderFolderIdDeleteData, DeleteFolderApiV1FolderFolderIdDeleteError, DeleteFolderApiV1FolderFolderIdDeleteErrors, DeleteFolderApiV1FolderFolderIdDeleteResponse, DeleteFolderApiV1FolderFolderIdDeleteResponses, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteData, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteError, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteErrors, DeleteLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsDeleteResponses, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteData, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteError, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteErrors, DeletePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdDeleteResponses, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteData, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteError, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteErrors, DeleteRecordingApiV1WorkflowRecordingsRecordingIdDeleteResponses, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteData, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteError, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteErrors, DeleteTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdDeleteResponses, DeleteToolApiV1ToolsToolUuidDeleteData, DeleteToolApiV1ToolsToolUuidDeleteError, DeleteToolApiV1ToolsToolUuidDeleteErrors, DeleteToolApiV1ToolsToolUuidDeleteResponse, DeleteToolApiV1ToolsToolUuidDeleteResponses, DisplayOptions, DocumentListResponseSchema, DocumentResponseSchema, DocumentUploadRequestSchema, DocumentUploadResponseSchema, DograhEmbeddingsConfiguration, DograhLlmService, DograhManagedAiModelConfiguration, DograhSttService, DograhTtsService, DownloadCampaignReportApiV1CampaignCampaignIdReportGetData, DownloadCampaignReportApiV1CampaignCampaignIdReportGetError, DownloadCampaignReportApiV1CampaignCampaignIdReportGetErrors, DownloadCampaignReportApiV1CampaignCampaignIdReportGetResponses, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetData, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetError, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetErrors, DownloadUsageRunsReportApiV1OrganizationsUsageRunsReportGetResponses, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetData, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetError, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetErrors, DownloadWorkflowArtifactApiV1PublicDownloadWorkflowTokenArtifactTypeGetResponses, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetData, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetError, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetErrors, DownloadWorkflowReportApiV1WorkflowWorkflowIdReportGetResponses, DuplicateTemplateRequest, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostData, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostError, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostErrors, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostResponse, DuplicateWorkflowEndpointApiV1WorkflowWorkflowIdDuplicatePostResponses, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostData, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostError, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostErrors, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostResponse, DuplicateWorkflowTemplateApiV1WorkflowTemplatesDuplicatePostResponses, ElevenlabsTtsConfiguration, EmbedConfigResponse, EmbedTokenRequest, EmbedTokenResponse, EndCallConfig, EndCallToolDefinition, FileDescriptor, FileMetadataResponse, FolderResponse, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostData, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostError, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostErrors, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostResponse, GetAmbientNoiseUploadUrlApiV1WorkflowAmbientNoiseUploadUrlPostResponses, GetApiKeysApiV1UserApiKeysGetData, GetApiKeysApiV1UserApiKeysGetError, GetApiKeysApiV1UserApiKeysGetErrors, GetApiKeysApiV1UserApiKeysGetResponse, GetApiKeysApiV1UserApiKeysGetResponses, GetAuthUserApiV1UserAuthUserGetData, GetAuthUserApiV1UserAuthUserGetError, GetAuthUserApiV1UserAuthUserGetErrors, GetAuthUserApiV1UserAuthUserGetResponse, GetAuthUserApiV1UserAuthUserGetResponses, GetBillingCreditsApiV1OrganizationsBillingCreditsGetData, GetBillingCreditsApiV1OrganizationsBillingCreditsGetError, GetBillingCreditsApiV1OrganizationsBillingCreditsGetErrors, GetBillingCreditsApiV1OrganizationsBillingCreditsGetResponse, GetBillingCreditsApiV1OrganizationsBillingCreditsGetResponses, GetCampaignApiV1CampaignCampaignIdGetData, GetCampaignApiV1CampaignCampaignIdGetError, GetCampaignApiV1CampaignCampaignIdGetErrors, GetCampaignApiV1CampaignCampaignIdGetResponse, GetCampaignApiV1CampaignCampaignIdGetResponses, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetData, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetError, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetErrors, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetResponse, GetCampaignDefaultsApiV1OrganizationsCampaignDefaultsGetResponses, GetCampaignProgressApiV1CampaignCampaignIdProgressGetData, GetCampaignProgressApiV1CampaignCampaignIdProgressGetError, GetCampaignProgressApiV1CampaignCampaignIdProgressGetErrors, GetCampaignProgressApiV1CampaignCampaignIdProgressGetResponse, GetCampaignProgressApiV1CampaignCampaignIdProgressGetResponses, GetCampaignRunsApiV1CampaignCampaignIdRunsGetData, GetCampaignRunsApiV1CampaignCampaignIdRunsGetError, GetCampaignRunsApiV1CampaignCampaignIdRunsGetErrors, GetCampaignRunsApiV1CampaignCampaignIdRunsGetResponse, GetCampaignRunsApiV1CampaignCampaignIdRunsGetResponses, GetCampaignsApiV1CampaignGetData, GetCampaignsApiV1CampaignGetError, GetCampaignsApiV1CampaignGetErrors, GetCampaignsApiV1CampaignGetResponse, GetCampaignsApiV1CampaignGetResponses, GetCampaignSourceDownloadUrlApiV1CampaignCampaignIdSourceDownloadUrlGetData, 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GetPreferencesApiV1OrganizationsPreferencesGetResponse, GetPreferencesApiV1OrganizationsPreferencesGetResponses, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostData, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostError, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostErrors, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostResponse, GetPresignedUploadUrlApiV1S3PresignedUploadUrlPostResponses, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetData, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetError, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetErrors, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetResponse, GetPublicTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenGetResponses, GetServiceKeysApiV1UserServiceKeysGetData, GetServiceKeysApiV1UserServiceKeysGetError, GetServiceKeysApiV1UserServiceKeysGetErrors, GetServiceKeysApiV1UserServiceKeysGetResponse, 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GetTelephonyConfigurationByIdApiV1OrganizationsTelephonyConfigsConfigIdGetResponses, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetData, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetError, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetErrors, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetResponse, GetTelephonyConfigWarningsApiV1OrganizationsTelephonyConfigWarningsGetResponses, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetData, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetError, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetErrors, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetResponse, GetTelephonyProvidersMetadataApiV1OrganizationsTelephonyProvidersMetadataGetResponses, GetTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdGetData, 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GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetErrors, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetResponse, GetWorkflowVersionsApiV1WorkflowWorkflowIdVersionsGetResponses, GladiaSttConfiguration, GoogleLlmService, GoogleRealtimeLlmConfiguration, GoogleSttConfiguration, GoogleTtsConfiguration, GoogleVertexLlmConfiguration, GoogleVertexRealtimeLlmConfiguration, GraphConstraints, GrokRealtimeLlmConfiguration, GroqLlmService, HandleCloudonixCdrApiV1TelephonyCloudonixCdrPostData, HandleCloudonixCdrApiV1TelephonyCloudonixCdrPostErrors, HandleCloudonixCdrApiV1TelephonyCloudonixCdrPostResponses, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostData, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostError, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostErrors, HandleCloudonixStatusCallbackApiV1TelephonyCloudonixStatusCallbackWorkflowRunIdPostResponses, HandleInboundFallbackApiV1TelephonyInboundFallbackPostData, HandleInboundFallbackApiV1TelephonyInboundFallbackPostErrors, HandleInboundFallbackApiV1TelephonyInboundFallbackPostResponses, HandleInboundRunApiV1TelephonyInboundRunPostData, HandleInboundRunApiV1TelephonyInboundRunPostErrors, HandleInboundRunApiV1TelephonyInboundRunPostResponses, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostData, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostError, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostErrors, HandleInboundTelephonyApiV1TelephonyInboundWorkflowIdPostResponses, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostData, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostError, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostErrors, HandlePlivoHangupCallbackApiV1TelephonyPlivoHangupCallbackWorkflowRunIdPostResponses, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostData, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostError, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostErrors, HandlePlivoRingCallbackApiV1TelephonyPlivoRingCallbackWorkflowRunIdPostResponses, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostData, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostError, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostErrors, HandleTelnyxEventsApiV1TelephonyTelnyxEventsWorkflowRunIdPostResponses, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostData, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostError, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostErrors, HandleTelnyxTransferResultApiV1TelephonyTelnyxTransferResultTransferIdPostResponses, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostData, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostError, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostErrors, HandleTwilioStatusCallbackApiV1TelephonyTwilioStatusCallbackWorkflowRunIdPostResponses, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostData, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostError, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostErrors, HandleVobizHangupCallbackApiV1TelephonyVobizHangupCallbackWorkflowRunIdPostResponses, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostData, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostError, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostErrors, HandleVobizHangupCallbackByWorkflowApiV1TelephonyVobizHangupCallbackWorkflowWorkflowIdPostResponses, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostData, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostError, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostErrors, HandleVobizRingCallbackApiV1TelephonyVobizRingCallbackWorkflowRunIdPostResponses, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostData, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostError, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostErrors, HandleVonageEventsApiV1TelephonyVonageEventsWorkflowRunIdPostResponses, HealthApiV1HealthGetData, HealthApiV1HealthGetErrors, HealthApiV1HealthGetResponse, HealthApiV1HealthGetResponses, HealthResponse, HttpApiConfig, HttpApiToolDefinition, HttpValidationError, HuggingFaceLlmConfiguration, HuggingFaceSttConfiguration, ImpersonateApiV1SuperuserImpersonatePostData, 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InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostData, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostError, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostErrors, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostResponse, InitiateCallByWorkflowUuidApiV1PublicAgentWorkflowWorkflowUuidPostResponses, InitiateCallRequest, InitiateCallTestApiV1PublicAgentTestUuidPostData, InitiateCallTestApiV1PublicAgentTestUuidPostError, InitiateCallTestApiV1PublicAgentTestUuidPostErrors, InitiateCallTestApiV1PublicAgentTestUuidPostResponse, InitiateCallTestApiV1PublicAgentTestUuidPostResponses, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostData, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostError, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostErrors, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostResponse, InitiateCallTestByWorkflowUuidApiV1PublicAgentTestWorkflowWorkflowUuidPostResponses, InworldTtsConfiguration, ItemKind, LangfuseCredentialsRequest, LangfuseCredentialsResponse, LastCampaignSettingsResponse, ListCredentialsApiV1CredentialsGetData, ListCredentialsApiV1CredentialsGetError, ListCredentialsApiV1CredentialsGetErrors, ListCredentialsApiV1CredentialsGetResponse, ListCredentialsApiV1CredentialsGetResponses, ListDocumentsApiV1KnowledgeBaseDocumentsGetData, ListDocumentsApiV1KnowledgeBaseDocumentsGetError, ListDocumentsApiV1KnowledgeBaseDocumentsGetErrors, ListDocumentsApiV1KnowledgeBaseDocumentsGetResponse, ListDocumentsApiV1KnowledgeBaseDocumentsGetResponses, ListFoldersApiV1FolderGetData, ListFoldersApiV1FolderGetError, ListFoldersApiV1FolderGetErrors, ListFoldersApiV1FolderGetResponse, ListFoldersApiV1FolderGetResponses, ListNodeTypesApiV1NodeTypesGetData, ListNodeTypesApiV1NodeTypesGetError, ListNodeTypesApiV1NodeTypesGetErrors, ListNodeTypesApiV1NodeTypesGetResponse, ListNodeTypesApiV1NodeTypesGetResponses, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetData, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetError, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetErrors, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetResponse, ListPhoneNumbersApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersGetResponses, ListRecordingsApiV1WorkflowRecordingsGetData, ListRecordingsApiV1WorkflowRecordingsGetError, ListRecordingsApiV1WorkflowRecordingsGetErrors, ListRecordingsApiV1WorkflowRecordingsGetResponse, ListRecordingsApiV1WorkflowRecordingsGetResponses, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetData, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetError, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetErrors, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetResponse, ListTelephonyConfigurationsApiV1OrganizationsTelephonyConfigsGetResponses, ListToolsApiV1ToolsGetData, ListToolsApiV1ToolsGetError, ListToolsApiV1ToolsGetErrors, ListToolsApiV1ToolsGetResponse, ListToolsApiV1ToolsGetResponses, LoginApiV1AuthLoginPostData, LoginApiV1AuthLoginPostError, LoginApiV1AuthLoginPostErrors, LoginApiV1AuthLoginPostResponse, LoginApiV1AuthLoginPostResponses, LoginRequest, McpRefreshResponse, McpToolConfig, McpToolDefinition, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostData, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostError, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostErrors, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostResponse, MigrateModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2MigratePostResponses, MiniMaxLlmConfiguration, MiniMaxTtsConfiguration, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutData, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutError, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutErrors, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutResponse, MoveWorkflowToFolderApiV1WorkflowWorkflowIdFolderPutResponses, MoveWorkflowToFolderRequest, MpsBillingAccountResponse, MpsBillingCreditsResponse, MpsCreditLedgerEntryResponse, MpsCreditPurchaseUrlResponse, MpsCreditsResponse, NodeCategory, NodeExample, NodeSpec, NodeTypesResponse, OnboardingState, OnboardingStateUpdate, OpenAiEmbeddingsConfiguration, OpenAillmService, OpenAiRealtimeLlmConfiguration, OpenAisttConfiguration, OpenAittsService, OpenRouterEmbeddingsConfiguration, OpenRouterLlmConfiguration, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsData, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsError, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsErrors, OptionsEmbedConfigApiV1PublicEmbedConfigTokenOptionsResponses, OptionsInitApiV1PublicEmbedInitOptionsData, OptionsInitApiV1PublicEmbedInitOptionsErrors, OptionsInitApiV1PublicEmbedInitOptionsResponses, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsData, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsError, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsErrors, OptionsTurnCredentialsApiV1PublicEmbedTurnCredentialsSessionTokenOptionsResponses, OrganizationAiModelConfigurationResponse, OrganizationAiModelConfigurationV2, OrganizationContextResponse, OrganizationModelServicesContext, OrganizationPreferences, PauseCampaignApiV1CampaignCampaignIdPausePostData, PauseCampaignApiV1CampaignCampaignIdPausePostError, PauseCampaignApiV1CampaignCampaignIdPausePostErrors, PauseCampaignApiV1CampaignCampaignIdPausePostResponse, PauseCampaignApiV1CampaignCampaignIdPausePostResponses, PhoneNumberCreateRequest, PhoneNumberListResponse, PhoneNumberResponse, PhoneNumberUpdateRequest, PlivoConfigurationRequest, PlivoConfigurationResponse, PresetToolParameter, PresignedUploadUrlRequest, PresignedUploadUrlResponse, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetData, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetError, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetErrors, PreviewModelConfigurationV2MigrationApiV1OrganizationsModelConfigurationsV2MigrationPreviewGetResponses, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostData, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostError, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostErrors, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostResponse, ProcessDocumentApiV1KnowledgeBaseProcessDocumentPostResponses, ProcessDocumentRequestSchema, PropertyOption, PropertySpec, PropertyType, ProviderSyncStatus, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostData, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostError, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostErrors, PublishWorkflowApiV1WorkflowWorkflowIdPublishPostResponses, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutData, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutError, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutErrors, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutResponse, ReactivateApiKeyApiV1UserApiKeysApiKeyIdReactivatePutResponses, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutData, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutError, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutErrors, ReactivateServiceKeyApiV1UserServiceKeysServiceKeyIdReactivatePutResponses, RecordingCreateRequestSchema, RecordingListResponseSchema, RecordingResponseSchema, RecordingUpdateRequestSchema, RecordingUploadResponseSchema, RedialCampaignApiV1CampaignCampaignIdRedialPostData, RedialCampaignApiV1CampaignCampaignIdRedialPostError, RedialCampaignApiV1CampaignCampaignIdRedialPostErrors, RedialCampaignApiV1CampaignCampaignIdRedialPostResponse, RedialCampaignApiV1CampaignCampaignIdRedialPostResponses, RedialCampaignRequest, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostData, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostError, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostErrors, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostResponse, RefreshMcpToolsApiV1ToolsToolUuidMcpRefreshPostResponses, RenameFolderApiV1FolderFolderIdPutData, RenameFolderApiV1FolderFolderIdPutError, RenameFolderApiV1FolderFolderIdPutErrors, RenameFolderApiV1FolderFolderIdPutResponse, RenameFolderApiV1FolderFolderIdPutResponses, ResumeCampaignApiV1CampaignCampaignIdResumePostData, ResumeCampaignApiV1CampaignCampaignIdResumePostError, ResumeCampaignApiV1CampaignCampaignIdResumePostErrors, ResumeCampaignApiV1CampaignCampaignIdResumePostResponse, ResumeCampaignApiV1CampaignCampaignIdResumePostResponses, RetryConfigRequest, RetryConfigResponse, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostData, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostError, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostErrors, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostResponse, RewindTextChatSessionApiV1WorkflowWorkflowIdTextChatSessionsRunIdRewindPostResponses, RewindTextChatSessionRequest, RimeTtsConfiguration, S3SignedUrlResponse, SarvamLlmConfiguration, SarvamSttConfiguration, SarvamTtsConfiguration, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostData, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostError, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostErrors, SaveLangfuseCredentialsApiV1OrganizationsLangfuseCredentialsPostResponses, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutData, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutError, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutErrors, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutResponse, SaveModelConfigurationV2ApiV1OrganizationsModelConfigurationsV2PutResponses, SavePreferencesApiV1OrganizationsPreferencesPutData, SavePreferencesApiV1OrganizationsPreferencesPutError, SavePreferencesApiV1OrganizationsPreferencesPutErrors, SavePreferencesApiV1OrganizationsPreferencesPutResponse, SavePreferencesApiV1OrganizationsPreferencesPutResponses, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostData, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostError, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostErrors, SaveTelephonyConfigurationApiV1OrganizationsTelephonyConfigPostResponses, ScheduleConfigRequest, ScheduleConfigResponse, SearchChunksApiV1KnowledgeBaseSearchPostData, SearchChunksApiV1KnowledgeBaseSearchPostError, SearchChunksApiV1KnowledgeBaseSearchPostErrors, SearchChunksApiV1KnowledgeBaseSearchPostResponse, SearchChunksApiV1KnowledgeBaseSearchPostResponses, ServiceKeyResponse, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostData, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostError, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostErrors, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostResponse, SetDefaultCallerIdApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdSetDefaultCallerPostResponses, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostData, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostError, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostErrors, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostResponse, SetDefaultOutboundApiV1OrganizationsTelephonyConfigsConfigIdSetDefaultOutboundPostResponses, SignupApiV1AuthSignupPostData, SignupApiV1AuthSignupPostError, SignupApiV1AuthSignupPostErrors, SignupApiV1AuthSignupPostResponse, SignupApiV1AuthSignupPostResponses, SignupRequest, SmallestAisttConfiguration, SmallestAittsConfiguration, SpeachesLlmConfiguration, SpeachesSttConfiguration, SpeachesTtsConfiguration, SpeechmaticsSttConfiguration, StartCampaignApiV1CampaignCampaignIdStartPostData, StartCampaignApiV1CampaignCampaignIdStartPostError, StartCampaignApiV1CampaignCampaignIdStartPostErrors, StartCampaignApiV1CampaignCampaignIdStartPostResponse, StartCampaignApiV1CampaignCampaignIdStartPostResponses, SuperuserWorkflowRunResponse, SuperuserWorkflowRunsListResponse, TelephonyConfigurationCreateRequest, TelephonyConfigurationDetail, TelephonyConfigurationListItem, TelephonyConfigurationListResponse, TelephonyConfigurationResponse, TelephonyConfigurationUpdateRequest, TelephonyConfigWarningsResponse, TelephonyProviderMetadata, TelephonyProvidersMetadataResponse, TelephonyProviderUiField, TelnyxConfigurationRequest, TelnyxConfigurationResponse, TimeSlotRequest, TimeSlotResponse, ToolParameter, ToolResponse, TranscribeAudioApiV1WorkflowRecordingsTranscribePostData, TranscribeAudioApiV1WorkflowRecordingsTranscribePostError, TranscribeAudioApiV1WorkflowRecordingsTranscribePostErrors, TranscribeAudioApiV1WorkflowRecordingsTranscribePostResponses, TransferCallConfig, TransferCallToolDefinition, TriggerCallRequest, TriggerCallResponse, TurnCredentialsResponse, TwilioConfigurationRequest, TwilioConfigurationResponse, UltravoxRealtimeLlmConfiguration, UnarchiveToolApiV1ToolsToolUuidUnarchivePostData, UnarchiveToolApiV1ToolsToolUuidUnarchivePostError, UnarchiveToolApiV1ToolsToolUuidUnarchivePostErrors, UnarchiveToolApiV1ToolsToolUuidUnarchivePostResponse, UnarchiveToolApiV1ToolsToolUuidUnarchivePostResponses, UpdateCampaignApiV1CampaignCampaignIdPatchData, UpdateCampaignApiV1CampaignCampaignIdPatchError, UpdateCampaignApiV1CampaignCampaignIdPatchErrors, UpdateCampaignApiV1CampaignCampaignIdPatchResponse, UpdateCampaignApiV1CampaignCampaignIdPatchResponses, UpdateCampaignRequest, UpdateCredentialApiV1CredentialsCredentialUuidPutData, UpdateCredentialApiV1CredentialsCredentialUuidPutError, UpdateCredentialApiV1CredentialsCredentialUuidPutErrors, UpdateCredentialApiV1CredentialsCredentialUuidPutResponse, UpdateCredentialApiV1CredentialsCredentialUuidPutResponses, UpdateCredentialRequest, UpdateFolderRequest, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutData, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutError, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutErrors, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutResponse, UpdatePhoneNumberApiV1OrganizationsTelephonyConfigsConfigIdPhoneNumbersPhoneNumberIdPutResponses, UpdateRecordingApiV1WorkflowRecordingsIdPatchData, UpdateRecordingApiV1WorkflowRecordingsIdPatchError, UpdateRecordingApiV1WorkflowRecordingsIdPatchErrors, UpdateRecordingApiV1WorkflowRecordingsIdPatchResponse, UpdateRecordingApiV1WorkflowRecordingsIdPatchResponses, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutData, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutError, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutErrors, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutResponse, UpdateTelephonyConfigurationApiV1OrganizationsTelephonyConfigsConfigIdPutResponses, UpdateToolApiV1ToolsToolUuidPutData, UpdateToolApiV1ToolsToolUuidPutError, UpdateToolApiV1ToolsToolUuidPutErrors, UpdateToolApiV1ToolsToolUuidPutResponse, UpdateToolApiV1ToolsToolUuidPutResponses, UpdateToolRequest, UpdateUserConfigurationsApiV1UserConfigurationsUserPutData, UpdateUserConfigurationsApiV1UserConfigurationsUserPutError, UpdateUserConfigurationsApiV1UserConfigurationsUserPutErrors, UpdateUserConfigurationsApiV1UserConfigurationsUserPutResponse, UpdateUserConfigurationsApiV1UserConfigurationsUserPutResponses, UpdateUserOnboardingStateApiV1UserOnboardingStatePutData, UpdateUserOnboardingStateApiV1UserOnboardingStatePutError, UpdateUserOnboardingStateApiV1UserOnboardingStatePutErrors, UpdateUserOnboardingStateApiV1UserOnboardingStatePutResponse, UpdateUserOnboardingStateApiV1UserOnboardingStatePutResponses, UpdateWorkflowApiV1WorkflowWorkflowIdPutData, UpdateWorkflowApiV1WorkflowWorkflowIdPutError, UpdateWorkflowApiV1WorkflowWorkflowIdPutErrors, UpdateWorkflowApiV1WorkflowWorkflowIdPutResponse, UpdateWorkflowApiV1WorkflowWorkflowIdPutResponses, UpdateWorkflowRequest, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutData, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutError, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutErrors, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutResponse, UpdateWorkflowStatusApiV1WorkflowWorkflowIdStatusPutResponses, UpdateWorkflowStatusRequest, UsageHistoryResponse, UserConfigurationRequestResponseSchema, UserResponse, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetData, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetError, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetErrors, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetResponse, ValidateUserConfigurationsApiV1UserConfigurationsUserValidateGetResponses, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostData, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostError, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostErrors, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostResponse, ValidateWorkflowApiV1WorkflowWorkflowIdValidatePostResponses, ValidateWorkflowResponse, ValidationError, VobizConfigurationRequest, VobizConfigurationResponse, VoiceFacets, VoiceInfo, VoicesResponse, VonageConfigurationRequest, VonageConfigurationResponse, WebhookCredentialType, WorkflowCountResponse, WorkflowError, WorkflowListResponse, WorkflowOption, WorkflowResponse, WorkflowRunDetail, WorkflowRunResponseSchema, WorkflowRunsResponse, WorkflowRunTextSessionResponse, WorkflowRunUsageResponse, WorkflowSummaryResponse, WorkflowTemplateResponse, WorkflowVersionResponse } from './types.gen'; diff --git a/ui/src/client/types.gen.ts b/ui/src/client/types.gen.ts index e2860ac0..ba615d99 100644 --- a/ui/src/client/types.gen.ts +++ b/ui/src/client/types.gen.ts @@ -5892,6 +5892,12 @@ export type TwilioConfigurationRequest = { * List of Twilio phone numbers */ from_numbers?: Array; + /** + * Amd Enabled + * + * Detect whether outbound calls are answered by a person or machine. Twilio may bill AMD as an additional per-call feature. + */ + amd_enabled?: boolean; }; /** @@ -5916,6 +5922,10 @@ export type TwilioConfigurationResponse = { * From Numbers */ from_numbers: Array; + /** + * Amd Enabled + */ + amd_enabled?: boolean; }; /** @@ -6294,6 +6304,26 @@ export type VobizConfigurationResponse = { from_numbers: Array; }; +/** + * VoiceFacets + * + * Distinct selector values across a provider's full voice catalog. + */ +export type VoiceFacets = { + /** + * Genders + */ + genders?: Array; + /** + * Accents + */ + accents?: Array; + /** + * Languages + */ + languages?: Array; +}; + /** * VoiceInfo */ @@ -6340,6 +6370,7 @@ export type VoicesResponse = { * Voices */ voices: Array; + facets?: VoiceFacets | null; }; /** @@ -9208,6 +9239,18 @@ export type GetVoicesApiV1UserConfigurationsVoicesProviderGetData = { * Language */ language?: string | null; + /** + * Q + */ + q?: string | null; + /** + * Gender + */ + gender?: string | null; + /** + * Accent + */ + accent?: string | null; }; url: '/api/v1/user/configurations/voices/{provider}'; }; diff --git a/ui/src/components/AIModelConfigurationV2Editor.tsx b/ui/src/components/AIModelConfigurationV2Editor.tsx index 1a1db1c1..627b948a 100644 --- a/ui/src/components/AIModelConfigurationV2Editor.tsx +++ b/ui/src/components/AIModelConfigurationV2Editor.tsx @@ -12,15 +12,18 @@ import { } from "@/components/ServiceConfigurationForm"; import { Button } from "@/components/ui/button"; import { Card, CardContent } from "@/components/ui/card"; -import { Checkbox } from "@/components/ui/checkbox"; import { Input } from "@/components/ui/input"; import { Label } from "@/components/ui/label"; import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"; import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"; +import { VoiceSelectorModal } from "@/components/VoiceSelectorModal"; import { LANGUAGE_DISPLAY_NAMES } from "@/constants/languages"; type ModelMode = "realtime" | "dograh" | "byok"; +// Sentinel language value for "Multilingual (Auto-detect)". +const MULTILINGUAL_LANGUAGE_CODE = "multi"; + interface DograhDefaults { voices: string[]; allow_custom_input?: boolean; @@ -31,6 +34,8 @@ interface DograhDefaults { step?: number; }; languages: string[]; + // Languages covered by the "multi" (Multilingual / Auto-detect) option. + multilingual_languages?: string[]; defaults: { voice: string; speed: number; @@ -278,11 +283,15 @@ export function AIModelConfigurationV2Editor({ const [realtimeInitialConfig, setRealtimeInitialConfig] = useState | null>(null); const [pipelineInitialConfig, setPipelineInitialConfig] = useState | null>(null); const [isSavingDograh, setIsSavingDograh] = useState(false); - const [isCustomVoice, setIsCustomVoice] = useState(false); const [error, setError] = useState(null); const allowCustomVoice = defaults.dograh.allow_custom_input ?? false; const dograhSpeedRange = defaults.dograh.speed_range ?? { min: 0.5, max: 2.0, step: 0.1 }; + const multilingualLanguageNames = useMemo(() => { + const codes = defaults.dograh.multilingual_languages ?? []; + if (codes.length === 0) return null; + return codes.map((code) => LANGUAGE_DISPLAY_NAMES[code] || code).join(", "); + }, [defaults.dograh.multilingual_languages]); useEffect(() => { const rawConfiguration = asRecord(configuration); @@ -290,7 +299,6 @@ export function AIModelConfigurationV2Editor({ setMode(preferredMode(rawConfiguration, rawEffectiveConfiguration)); const nextDograh = buildDograhState(defaults, rawConfiguration, rawEffectiveConfiguration); setDograh(nextDograh); - setIsCustomVoice(allowCustomVoice && !defaults.dograh.voices.includes(nextDograh.voice)); setRealtimeInitialConfig(getByokInitialConfig(rawConfiguration, rawEffectiveConfiguration, true)); setPipelineInitialConfig(getByokInitialConfig(rawConfiguration, rawEffectiveConfiguration, false)); }, [configuration, defaults, effectiveConfiguration, allowCustomVoice]); @@ -390,45 +398,34 @@ export function AIModelConfigurationV2Editor({
-
+
- {isCustomVoice ? ( - setDograh({ ...dograh, voice: event.target.value })} - /> - ) : ( - - )} - {allowCustomVoice && ( -
- { - const custom = checked as boolean; - setIsCustomVoice(custom); - if (!custom) { - setDograh({ ...dograh, voice: defaults.dograh.defaults.voice }); - } - }} - /> - -
+ setDograh({ ...dograh, voice })} + allowManualInput={allowCustomVoice} + /> +
+ +
+ + + {dograh.language === MULTILINGUAL_LANGUAGE_CODE && multilingualLanguageNames && ( +

+ Auto-detects {multilingualLanguageNames}. +

)}
@@ -451,23 +448,7 @@ export function AIModelConfigurationV2Editor({ />
-
- - -
- -
+
diff --git a/ui/src/components/VoiceSelector.tsx b/ui/src/components/VoiceSelector.tsx index cd504f39..c85b01ea 100644 --- a/ui/src/components/VoiceSelector.tsx +++ b/ui/src/components/VoiceSelector.tsx @@ -10,11 +10,13 @@ import { Checkbox } from "@/components/ui/checkbox"; import { Input } from "@/components/ui/input"; import { Label } from "@/components/ui/label"; import { Popover, PopoverContent, PopoverTrigger } from "@/components/ui/popover"; +import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"; import { cn } from "@/lib/utils"; // Providers that have MPS voice endpoints type TTSProviderWithVoices = "elevenlabs" | "deepgram" | "sarvam" | "cartesia" | "dograh" | "rime"; const MPS_VOICE_PROVIDERS: TTSProviderWithVoices[] = ["elevenlabs", "deepgram", "sarvam", "cartesia", "dograh", "rime"]; +const ALL_FILTER_VALUE = "__all__"; interface VoiceSelectorProps { provider: string; @@ -22,6 +24,8 @@ interface VoiceSelectorProps { onChange: (voiceId: string) => void; model?: string; language?: string; + showFilters?: boolean; + allowManualInput?: boolean; className?: string; } @@ -31,10 +35,15 @@ export const VoiceSelector: React.FC = ({ onChange, model, language, + showFilters = false, + allowManualInput = true, className, }) => { const [isOpen, setIsOpen] = useState(false); const [searchTerm, setSearchTerm] = useState(""); + const [genderFilter, setGenderFilter] = useState(ALL_FILTER_VALUE); + const [languageFilter, setLanguageFilter] = useState(ALL_FILTER_VALUE); + const [accentFilter, setAccentFilter] = useState(ALL_FILTER_VALUE); const [isManualInput, setIsManualInput] = useState(false); const [manualVoiceId, setManualVoiceId] = useState(value || ""); const [voices, setVoices] = useState([]); @@ -102,13 +111,15 @@ export const VoiceSelector: React.FC = ({ useEffect(() => { if (value && voices.length > 0) { const voiceExists = voices.some((v) => v.voice_id === value); - if (!voiceExists) { + if (!voiceExists && allowManualInput) { // If the value doesn't exist in the list, switch to manual input mode setIsManualInput(true); setManualVoiceId(value); + } else if (voiceExists) { + setIsManualInput(false); } } - }, [value, voices]); + }, [value, voices, allowManualInput]); // Cleanup audio on unmount or when popover closes useEffect(() => { @@ -131,7 +142,7 @@ export const VoiceSelector: React.FC = ({ const filteredVoices = voices.filter((voice) => { const searchLower = searchTerm.toLowerCase(); - return ( + const matchesSearch = ( voice.name.toLowerCase().includes(searchLower) || voice.voice_id.toLowerCase().includes(searchLower) || (voice.description?.toLowerCase() || "").includes(searchLower) || @@ -139,8 +150,23 @@ export const VoiceSelector: React.FC = ({ (voice.gender?.toLowerCase() || "").includes(searchLower) || (voice.language?.toLowerCase() || "").includes(searchLower) ); + if (!matchesSearch) return false; + if (genderFilter !== ALL_FILTER_VALUE && (voice.gender || "").toLowerCase() !== genderFilter) return false; + if (languageFilter !== ALL_FILTER_VALUE && (voice.language || "").toLowerCase() !== languageFilter) return false; + if (accentFilter !== ALL_FILTER_VALUE && (voice.accent || "").toLowerCase() !== accentFilter) return false; + return true; }); + const genderOptions = Array.from( + new Set(voices.map((voice) => voice.gender?.toLowerCase()).filter(Boolean) as string[]), + ).sort(); + const languageOptions = Array.from( + new Set(voices.map((voice) => voice.language?.toLowerCase()).filter(Boolean) as string[]), + ).sort(); + const accentOptions = Array.from( + new Set(voices.map((voice) => voice.accent?.toLowerCase()).filter(Boolean) as string[]), + ).sort(); + const handleSelectVoice = (voiceId: string) => { onChange(voiceId); setIsOpen(false); @@ -148,6 +174,7 @@ export const VoiceSelector: React.FC = ({ }; const handleManualInputToggle = (checked: boolean) => { + if (!allowManualInput) return; setIsManualInput(checked); if (checked) { setManualVoiceId(value || ""); @@ -219,7 +246,7 @@ export const VoiceSelector: React.FC = ({ ); } - if (isManualInput) { + if (isManualInput && allowManualInput) { return (
= ({ />
+ {showFilters && ( +
+ + + + + +
+ )} +
{error ? (

@@ -358,26 +431,30 @@ export const VoiceSelector: React.FC = ({

-
- { - handleManualInputToggle(checked as boolean); - if (checked) { - setIsOpen(false); - } - }} - /> - -
+ {allowManualInput ? ( +
+ { + handleManualInputToggle(checked as boolean); + if (checked) { + setIsOpen(false); + } + }} + /> + +
+ ) : ( + + )}

- {voices.length} voices available + {filteredVoices.length} of {voices.length} voices

diff --git a/ui/src/components/VoiceSelectorModal.tsx b/ui/src/components/VoiceSelectorModal.tsx new file mode 100644 index 00000000..8c2c1e9a --- /dev/null +++ b/ui/src/components/VoiceSelectorModal.tsx @@ -0,0 +1,451 @@ +"use client"; + +import { Check, ChevronDown, Loader2, Pencil, Play, Square } from "lucide-react"; +import { useCallback, useEffect, useMemo, useRef, useState } from "react"; + +import { getVoicesApiV1UserConfigurationsVoicesProviderGet } from "@/client/sdk.gen"; +import { VoiceInfo } from "@/client/types.gen"; +import { Button } from "@/components/ui/button"; +import { + Dialog, + DialogContent, + DialogHeader, + DialogTitle, +} from "@/components/ui/dialog"; +import { Input } from "@/components/ui/input"; +import { Label } from "@/components/ui/label"; +import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"; +import { ACCENT_DISPLAY_NAMES } from "@/constants/accents"; +import { LANGUAGE_DISPLAY_NAMES } from "@/constants/languages"; +import { cn } from "@/lib/utils"; + +const ALL_FILTER_VALUE = "__all__"; + +// Defaults so the modal opens on a focused set instead of the full catalog. +const DEFAULT_GENDER = "female"; +const DEFAULT_ACCENT = "us"; // American +const DEFAULT_LANGUAGE = "en"; + +const SEARCH_DEBOUNCE_MS = 300; + +interface Facets { + genders: string[]; + accents: string[]; + languages: string[]; +} + +const EMPTY_FACETS: Facets = { genders: [], accents: [], languages: [] }; + +interface VoiceSelectorModalProps { + provider: string; + value: string; + onChange: (voiceId: string) => void; + /** Optional model passed through to the voice catalog query. */ + model?: string; + /** Allow typing a raw voice ID for voices outside the catalog. */ + allowManualInput?: boolean; + className?: string; +} + +const capitalize = (value: string) => value.charAt(0).toUpperCase() + value.slice(1); + +const accentLabel = (code?: string | null) => + code ? ACCENT_DISPLAY_NAMES[code.toLowerCase()] || capitalize(code) : ""; +const languageLabel = (code?: string | null) => + code ? LANGUAGE_DISPLAY_NAMES[code] || code.toUpperCase() : ""; +const genderLabel = (gender?: string | null) => (gender ? capitalize(gender) : ""); + +/** Build the "Accent · Gender · Language" trait line shown under a voice name. */ +function voiceTraits(voice: VoiceInfo): string { + return [accentLabel(voice.accent), genderLabel(voice.gender), languageLabel(voice.language)] + .filter(Boolean) + .join(" · "); +} + +/** Ensure the active filter value is always an option so the Select can render it. */ +function withSelected(options: string[], selected: string): string[] { + if (selected === ALL_FILTER_VALUE || options.includes(selected)) return options; + return [selected, ...options]; +} + +export const VoiceSelectorModal: React.FC = ({ + provider, + value, + onChange, + model, + allowManualInput = false, + className, +}) => { + const [isOpen, setIsOpen] = useState(false); + const [voices, setVoices] = useState([]); + const [facets, setFacets] = useState(EMPTY_FACETS); + const [isLoading, setIsLoading] = useState(false); + const [error, setError] = useState(null); + + // Filters drive a server-side query (we never fetch the whole catalog). + const [gender, setGender] = useState(DEFAULT_GENDER); + const [accent, setAccent] = useState(DEFAULT_ACCENT); + const [language, setLanguage] = useState(DEFAULT_LANGUAGE); + const [searchInput, setSearchInput] = useState(""); + const [debouncedSearch, setDebouncedSearch] = useState(""); + + // Pending (in-modal) selection; only committed via "Use this voice". + const [pendingVoiceId, setPendingVoiceId] = useState(value); + const [selectedVoiceInfo, setSelectedVoiceInfo] = useState(null); + const [manualMode, setManualMode] = useState(false); + const [manualVoiceId, setManualVoiceId] = useState(""); + + // Preview playback. + const [playingVoiceId, setPlayingVoiceId] = useState(null); + const audioRef = useRef(null); + const requestId = useRef(0); + + const stopPreview = useCallback(() => { + if (audioRef.current) { + audioRef.current.pause(); + audioRef.current = null; + } + setPlayingVoiceId(null); + }, []); + + // Debounce the search box so typing doesn't fire a request per keystroke. + useEffect(() => { + const timer = setTimeout(() => setDebouncedSearch(searchInput), SEARCH_DEBOUNCE_MS); + return () => clearTimeout(timer); + }, [searchInput]); + + // Resolve the currently-selected voice (for the trigger label) without + // pulling the catalog: a targeted lookup by voice ID. + useEffect(() => { + if (!value) { + setSelectedVoiceInfo(null); + return; + } + let active = true; + (async () => { + const response = await getVoicesApiV1UserConfigurationsVoicesProviderGet({ + path: { provider: provider as never }, + query: { q: value }, + }); + if (!active) return; + const found = response.data?.voices?.find((voice) => voice.voice_id === value) ?? null; + setSelectedVoiceInfo(found); + })(); + return () => { + active = false; + }; + }, [value, provider]); + + // Fetch the filtered voice list (server-side) whenever the modal is open + // and a filter changes. A request counter discards out-of-order responses. + useEffect(() => { + if (!isOpen || manualMode) return; + const id = ++requestId.current; + setIsLoading(true); + setError(null); + (async () => { + const query: Record = {}; + if (model) query.model = model; + if (gender !== ALL_FILTER_VALUE) query.gender = gender; + if (accent !== ALL_FILTER_VALUE) query.accent = accent; + if (language !== ALL_FILTER_VALUE) query.language = language; + const search = debouncedSearch.trim(); + if (search) query.q = search; + + const response = await getVoicesApiV1UserConfigurationsVoicesProviderGet({ + path: { provider: provider as never }, + query, + }); + if (id !== requestId.current) return; // a newer request superseded this one + + if (response.error) { + setError("Failed to load voices"); + setVoices([]); + } else { + setVoices(response.data?.voices ?? []); + if (response.data?.facets) { + setFacets({ + genders: response.data.facets.genders ?? [], + accents: response.data.facets.accents ?? [], + languages: response.data.facets.languages ?? [], + }); + } + } + setIsLoading(false); + })(); + }, [isOpen, manualMode, provider, model, gender, accent, language, debouncedSearch]); + + // Stop any preview when the modal closes / unmounts. + useEffect(() => { + if (!isOpen) stopPreview(); + return () => stopPreview(); + }, [isOpen, stopPreview]); + + // Facets arrive sorted by raw code; present them sorted by display label so + // the dropdowns read alphabetically (e.g. "American" near the top, not "us"). + const toSortedOptions = (codes: string[], selected: string, label: (code: string) => string) => + withSelected(codes, selected) + .map((code) => ({ value: code, label: label(code) })) + .sort((a, b) => a.label.localeCompare(b.label)); + + const genderOptions = useMemo( + () => toSortedOptions(facets.genders, gender, genderLabel), + [facets.genders, gender], + ); + const accentOptions = useMemo( + () => toSortedOptions(facets.accents, accent, accentLabel), + [facets.accents, accent], + ); + const languageOptions = useMemo( + () => toSortedOptions(facets.languages, language, languageLabel), + [facets.languages, language], + ); + + const openModal = () => { + setGender(DEFAULT_GENDER); + setAccent(DEFAULT_ACCENT); + setLanguage(DEFAULT_LANGUAGE); + setSearchInput(""); + setDebouncedSearch(""); + setManualMode(false); + setManualVoiceId(value); + setPendingVoiceId(value); + setIsOpen(true); + }; + + const playPreview = (voice: VoiceInfo) => { + if (playingVoiceId === voice.voice_id) { + stopPreview(); + return; + } + stopPreview(); + if (!voice.preview_url) return; + const audio = new Audio(voice.preview_url); + audioRef.current = audio; + setPlayingVoiceId(voice.voice_id); + const clear = () => { + if (audioRef.current === audio) audioRef.current = null; + setPlayingVoiceId((current) => (current === voice.voice_id ? null : current)); + }; + audio.onended = clear; + audio.onerror = clear; + audio.play().catch(clear); + }; + + const commitSelection = () => { + if (manualMode) { + const next = manualVoiceId.trim(); + if (next) onChange(next); + } else if (pendingVoiceId) { + onChange(pendingVoiceId); + const chosen = voices.find((voice) => voice.voice_id === pendingVoiceId); + if (chosen) setSelectedVoiceInfo(chosen); + } + setIsOpen(false); + }; + + const triggerLabel = selectedVoiceInfo?.name || value || "Select a voice"; + const triggerTraits = selectedVoiceInfo ? voiceTraits(selectedVoiceInfo) : ""; + + return ( +
+ + + + + + Select Voice + + + {/* Filter row: Gender · Accent · Language · Search */} +
+ + + + + + + setSearchInput(event.target.value)} + className="h-9 min-w-[160px] flex-1" + disabled={manualMode} + /> +
+ + {/* Body */} +
+ {manualMode ? ( +
+ + setManualVoiceId(event.target.value)} + autoFocus + /> +

+ Use a voice ID that isn't in the catalog above. +

+
+ ) : error ? ( +

{error}

+ ) : isLoading ? ( +
+ +
+ ) : voices.length === 0 ? ( +

+ No voices match these filters +

+ ) : ( +
+ {voices.map((voice) => { + const isSelected = pendingVoiceId === voice.voice_id; + const isPlaying = playingVoiceId === voice.voice_id; + return ( + + ); + })} +
+ )} +
+ + {/* Footer */} +
+ {allowManualInput ? ( + + ) : ( + + {!manualMode && !isLoading && !error ? `${voices.length} voices` : ""} + + )} +
+ + +
+
+ + +
+ ); +}; diff --git a/ui/src/components/telephony/ConfigFormDialog.tsx b/ui/src/components/telephony/ConfigFormDialog.tsx index d0e8cda5..de0ef8b7 100644 --- a/ui/src/components/telephony/ConfigFormDialog.tsx +++ b/ui/src/components/telephony/ConfigFormDialog.tsx @@ -47,7 +47,8 @@ interface ConfigFormDialogProps { onSaved: () => void; } -type FieldValues = Record; +type FieldValue = string | number | boolean | undefined; +type FieldValues = Record; export function ConfigFormDialog({ open, @@ -104,7 +105,7 @@ export function ConfigFormDialog({ if (!isEdit) setValues({}); }, [providerName, isEdit]); - const updateField = (fieldName: string, value: string | number) => { + const updateField = (fieldName: string, value: FieldValue) => { setValues((prev) => ({ ...prev, [fieldName]: value })); }; @@ -292,8 +293,8 @@ export function ConfigFormDialog({ interface FieldInputProps { field: TelephonyProviderMetadata["fields"][number]; - value: string | number | undefined; - onChange: (v: string | number) => void; + value: FieldValue; + onChange: (v: FieldValue) => void; isEdit: boolean; } @@ -335,6 +336,15 @@ function FieldInput({ field, value, onChange, isEdit }: FieldInputProps) { /> ); } + if (field.type === "boolean") { + return ( + + ); + } return ( "us"), +// so the stored/filter value is an ISO 3166-1 alpha-2 country code. These are the +// human-readable accent labels shown in the UI; the underlying code stays the +// filter value. Unknown codes fall back to a capitalized form at the call site. +export const ACCENT_DISPLAY_NAMES: Record = { + us: "American", + gb: "British", + au: "Australian", + ca: "Canadian", + ie: "Irish", + nz: "New Zealand", + za: "South African", + in: "Indian", + bd: "Bangladeshi", + sg: "Singaporean", + my: "Malaysian", + ph: "Filipino", + id: "Indonesian", + vn: "Vietnamese", + th: "Thai", + cn: "Chinese", + jp: "Japanese", + kr: "Korean", + fr: "French", + de: "German", + ch: "Swiss", + nl: "Dutch", + it: "Italian", + es: "Spanish", + mx: "Mexican", + co: "Colombian", + bo: "Bolivian", + br: "Brazilian", + pt: "Portuguese", + ru: "Russian", + ua: "Ukrainian", + pl: "Polish", + cz: "Czech", + sk: "Slovak", + hu: "Hungarian", + ro: "Romanian", + bg: "Bulgarian", + hr: "Croatian", + gr: "Greek", + ge: "Georgian", + md: "Moldovan", + se: "Swedish", + no: "Norwegian", + dk: "Danish", + fi: "Finnish", + tr: "Turkish", + il: "Israeli", + sa: "Saudi", +};