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20 commits

Author SHA1 Message Date
Abhishek
d8cd34e8d2
feat: add vici dial controls from UI (#563)
* ViciDial Working

* feat(telephony): add FreeSWITCH provider to upstream-PBX seam

Generalize the upstream-PBX capture and control paths to dispatch by
provider. FreeSWITCH bridges in with X-PBX-* headers and is driven over
the Event Socket Library (uuid_kill / uuid_transfer) by the channel UUID,
alongside the existing VICIdial ra_call_control path.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* add vici specific configs

* feat(telephony): env-based VICIdial config + address3 post-call routing

Move VICIdial agent/non-agent API and FreeSWITCH ESL connection settings
out of hardcoded POC values into environment variables so the same image
works against a PBX on another server.

Add VICIdial update_lead forwarding: X-VICI-UPDATE-LEAD_* extracted
variables are mapped to lead columns and pushed via the non-agent API
before a transfer, with reserved API-control params dropped.

Add hardcoded address3 disposition routing (Y/N -> in-group transfer,
else hang up) and a synchronous final variable extraction so the
transfer path sees the freshest conversation state. Skip upstream_pbx
capture on non-PJSIP channels to avoid Asterisk 500s.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore: run formatter

* feat: make vici configurable from UI

* chore: clean up PR

* fix: incorporate review comments

* chore: incorporate review comments

* chore: generate client

* chore: incporporate review comments

* chore: incorporate review comments

---------

Co-authored-by: Dograh POC <payment@dograh.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-20 21:57:34 +05:30
Rushil
f4c5954a39
feat: add tool test panel for HTTP API tools (#547)
* feat: add tool test panel for HTTP API tools

Lets developers run a saved HTTP API tool against its real endpoint
from the tool detail page, without needing a live call. Reuses the
production execute_http_tool path so test behavior matches call-time
behavior.

- New POST /tools/{tool_uuid}/test route
- Test panel with per-parameter typed inputs and auto-detected
  context variable inputs (from preset parameter templates)
- Validate parameter name uniqueness on save, matching the existing
  transferParameters check
- Fix stale FunctionCallsFromLLMInfoFrame import causing test
  collection failures against pipecat-ai 1.5.0

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: revert local-venv pipecat drift fix, apply ruff import formatting

test_custom_tools.py and test_unregistered_function_call.py were edited
locally to drop FunctionCallsFromLLMInfoFrame after hitting an
ImportError — that error was from a stale local pipecat-ai package, not
a real drift. CI's pipecat build emits this frame and the test asserted
on it, so removing it broke test_llm_calls_custom_tool_handler and its
unregistered-call counterpart. Reverted both files to match main.

Also applied ruff's import-sort/format fix to test_mcp_tool_route.py to
clear the drift-check job (split the aliased import into its own
`from ... import (...)` block, wrapped a long monkeypatch.setattr call).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: avoid pytest collecting test_tool import as a test, sync OpenAPI spec

pytest's default discovery matches any top-level test_* name in a test
module, including imported functions — importing the route handler as
`test_tool as test_tool_route` still matched the pattern, so pytest
tried to run it as a test and failed injecting fixtures for tool_uuid/
request/user. Renamed the alias to call_test_tool_route.

Also regenerated docs/api-reference/openapi.json for the new
POST /tools/{tool_uuid}/test route and its two schemas (couldn't run
the dump script locally — pipecat-ai version mismatch documented
separately — so hand-built the diff to exactly match FastAPI's
get_openapi() output format, verified against neighboring routes).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: address cubic review findings on test panel

- Resolve dotted context-variable keys into nested objects before
  posting the test request. render_template's get_nested_value walks
  nested dicts, so a flat key like "runtime_configuration.realtime_model"
  never matched — templates referencing nested context always resolved
  to empty.
- Restrict isHttpApiTool to an explicit category equality check instead
  of inferring it from exclusions. native/integration tools are
  currently disabled in the create-tool UI so this wasn't reachable
  today, but the exclusion list silently goes stale as new categories
  are added.
- Stop showing a green success badge for non-2xx responses.
  execute_http_tool returns status: "success" for any HTTP exchange
  that completes, regardless of status code — only transport-level
  errors (timeout, connection failure) get status: "error". The test
  panel now checks status_code is in the 2xx range before treating the
  call as a success.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: address second round of cubic/greptile findings

- Guard setNestedValue against prototype-pollution keys (__proto__,
  constructor, prototype) in the dotted context-var path before
  traversing.
- Normalize status to "error" in the test route when the upstream
  status_code is >= 400. execute_http_tool only distinguishes
  transport-level failures (timeout, connection error) from
  "success" — a completed 4xx/5xx exchange still came back as
  "success" from the executor.
- Seed testArgValues defaults for number/boolean parameters via a
  useEffect keyed on the parameters array, so a required number or
  boolean field isn't silently omitted from the test request if the
  user never touches its input.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: only seed test-arg defaults for required number/boolean params

Seeding optional number/boolean parameters silently changed the test
request — an optional boolean flag the tester never touched was sent
as true, which can flip upstream behavior unintentionally. Restrict
seeding to required parameters.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: match whitespace and fallback-filter syntax in context var detection

extractContextVars required an exact {{initial_context.foo}} with no
whitespace and no filter suffix, but the backend's TEMPLATE_VAR_PATTERN
(and render_template) accepts {{ initial_context.foo }} and
{{initial_context.foo | fallback:value}}. A preset parameter saved with
either of those forms resolved fine in production but showed no input
in the test panel, so testing always sent it empty context.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* feat(tool-test): add hint and request_* fields to ToolTestResponse

Extends ToolTestResponse with hint, request_method, request_url,
request_body, and request_params so the frontend can surface what was
actually sent and a human-readable hint about why a test call failed.

* feat(tool-test): add status-code hints and request_method/url/body/params to test_tool()

* style: ruff-format test_mcp_tool_route.py

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* feat(tool-test): wire hint banner and request block into result panel

Backend has returned hint/request_method/request_url/request_body/
request_params since d45ea851/60aaf31d but the frontend never
displayed them. Extends ToolTestResult with the new fields and renders
an amber hint banner (for 400/401/403/404/405/408/409/415/422/429/5xx)
plus a Request block above the response showing exactly what was sent.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix(tool-test): include resolved preset params in request_body/params

Found via live GET/POST testing: the Request preview showed only the
model-provided arguments, not what execute_http_tool actually sends.
execute_http_tool merges resolved_arguments = {**arguments,
**preset_arguments} before building the outbound body/params — preset
params (e.g. {{initial_context.metadata.channel}}) are invisible to
the model but still go out on the wire. The preview now mirrors that
merge via the same _resolve_preset_parameters helper, so a dev sees
exactly what was sent, not just what the model provided.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* feat(tool-test): add generateSampleValue helper for sample-fill button

* feat(tool-test): add Fill sample values button for arguments and context vars

Moved generateSampleValue out of page.tsx into a sibling helpers module:
Next.js's typed-route checker rejects extra named exports on a page.tsx
file (tsc error TS2344 on .next/types), so the helper and its test import
now live in testPanelHelpers.ts instead.

* feat(tool-test): add JSON edit modal state and handlers

* feat(tool-test): collapsed preview + edit modal for object/array test parameters

* fix(tool-test): validate JSON on modal open, not just on edit

Opening the JSON edit modal on an untouched object/array param (no value
yet in testArgValues) loaded an empty draft with jsonEditError hardcoded
to null, so Save was enabled despite invalid JSON and silently no-op'd on
click. Now runs the same JSON.parse check used by the live textarea
validation when the modal opens.

* chore: regenerate openapi.json for ToolTestResponse hint/request_* fields

drift-check on PR #547 was failing because the earlier hint/request_method/
request_url/request_body/request_params fields added to ToolTestResponse
were never reflected in the dumped spec. Regenerated via
scripts.dump_docs_openapi.

* fix(tool-test): serialize object/array args for GET/DELETE query params, add unsaved-changes banner

httpx raises a TypeError when a query param value is a dict/list, which
was silently caught and surfaced as a generic tool-execution error —
this is what actually broke test requests, not just the "[object
Object]" display. JSON-stringify object/array arguments before they
become query params, in both the live execute_http_tool() path and the
test route's request_params display shaping.

Also adds an unsaved-changes warning banner above Test Tool, shown
when the live form state diverges from the last-saved HTTP API config,
since Test Tool always runs the saved config.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(tool-test): keep empty request body in preview; normalize headers in snapshot

- POST/PUT/PATCH with no arguments now shows `{}` in the request body
  preview instead of null — matches what execute_http_tool actually sends
  over the wire (json={})
- buildHttpToolTestSnapshot normalizes headers from KeyValueItem[] to a
  deduped key→value map before serializing, matching the shape saved to
  the backend; duplicate header keys no longer cause a false unsaved-
  changes warning

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test(tool-test): update assertion for empty POST body preview

test_tool_test_no_arguments_leaves_body_and_params_none expected
request_body=None for a POST with no arguments. The fix to preserve {}
in the preview makes request_body={} the correct assertion.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* feat(tools): refine HTTP tool testing

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Abhishek Kumar <abhishek@a6k.me>
2026-07-18 16:00:50 +05:30
Sabiha Khan
2801c3156e
Feat/dybamic transfer (#521)
* feat: enable dynamic transfer destination resolution

* fix: remove approved routes, policy and fallback

* fix: review comments
2026-07-10 21:40:26 +05:30
Abhishek
fdb7f92fcc
chore: cleaup mps v1 billing (#507)
* chore: cleaup mps v1 billing

* chore: remove legacy file upload path

* chore: implement review comments
2026-07-07 18:38:29 +05:30
Abhishek Kumar
efb25a0cc5 fix: enable knowledge base with Dograh config v2 2026-06-25 22:21:11 +05:30
Abhishek
1f1149f4d5
feat: billing and credit management v2 (#429)
* feat: use mps generated correlation ID

* chore: update pipecat submodule

* feat: add credit purchase URL

* feat: carve out billing page and show credit ledger

* feat: deprecate dograh based quota tracking

* fix: remove cost calculation from dograh codebase

* fix: create mps account on migrate to v2

* chore: update pipecat
2026-06-12 14:55:30 +05:30
Vishal Dhateria
7ba95c0fbe
feat: add Azure AI multi-provider support (TTS, STT, Embeddings, Realtime) (#381)
* feat: add Azure AI multi-provider support (TTS, STT, Embeddings, Realtime)

Enables Azure AI services across all model layers so users with Azure
credits can consolidate billing on a single provider.

- Voice (TTS): AzureSpeechTTSConfiguration via azure_speech provider
- Transcriber (STT): AzureSpeechSTTConfiguration via azure_speech provider
- Embedding: AzureOpenAIEmbeddingsConfiguration via azure provider
- Realtime: AzureRealtimeLLMConfiguration via azure_realtime provider

New files:
- api/services/pipecat/realtime/azure_realtime.py
- api/services/gen_ai/embedding/azure_openai_service.py
- api/tests/test_azure_speech_service_factory.py

The UI picks up all four providers automatically from the schema —
no frontend changes required.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* fix: add validation for URL and params

---------

Co-authored-by: Vishal Dhateria <vishal@finela.ai>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-authored-by: Abhishek Kumar <abhishek@a6k.me>
2026-06-02 12:50:00 +05:30
Matt Van Horn
dd85c4a1b4
fix: support object and array parameters in custom HTTP tools (#373)
* fix: support object and array parameters in custom HTTP tools

* feat(ui): expose object and array types in the custom tool parameter editor

* fix: error handling and schema generation

---------

Co-authored-by: Matt Van Horn <455140+mvanhorn@users.noreply.github.com>
Co-authored-by: Abhishek Kumar <abhishek@a6k.me>
2026-06-02 11:35:38 +05:30
Abhishek Kumar
fcb7004c7a feat: create tools using MCP 2026-05-31 16:50:44 +05:30
Paulo Busato Favarato
75839f9de5
feat(mcp): generic MCP tool source with per-node function filtering (#301)
* feat(mcp): generic MCP tool source with per-node function filtering

Adds a Model Context Protocol tool category: connect a customer MCP
server and expose its tools to the agent, with optional per-node
allow-listing of individual MCP functions.

- ToolCategory.MCP enum + alembic migration
- MCP definition validator and collision-safe function-name namespacing
- McpToolSession wrapper: graceful-degrade, per-call open/close lifecycle
- CustomToolManager MCP branch (schemas + proxy handlers)
- Per-node mcp_tool_filters threaded through DTO/graph/engine
- Best-effort discovered_tools catalog cache + POST /tools/{uuid}/mcp/refresh
- UI: MCP create/edit config, tabbed ToolSelector with per-node toggles

* feat: refactor for code standardisation and documentation

---------

Co-authored-by: Abhishek Kumar <abhishek@a6k.me>
2026-05-19 16:10:00 +05:30
Abhishek
2381a803ad
feat: add openai realtime models (#298)
* feat: add openai realtime models

* chore: bump pipecat

* fix: resample telephony audio for openai realtime

* fix: sampling rate fix for openai realtime

* chore: clean up dead code
2026-05-16 18:05:23 +05:30
Abhishek
00a1a22b74
feat: refactor node spec and add mcp tools (#244)
* refactor: carve out extraction panel

* refactor: create spec versions for node types

* refactor: create a GenericNode and remove custom nodes

* feat: add python and typescript sdk

* add dograh sdk

* fix: fetch draft workflow definition over published one

* fix: fix routes of SDKs to use code gen

* chore: remove doclink dependency to reduce image size

* chore: format files

* chore: bump pipecat

* feat: let mcp fetch archived workflows on demand

* chore: fix tests

* feat: add sdk documentation

* chore: change banner and add badge
2026-04-21 07:56:16 +05:30
Abhishek Kumar
87c8c5e2c8 feat: add full document mode in knowledge base 2026-04-09 13:49:20 +05:30
Abhishek Kumar
affb39e57f feat: custom telemetry configuration 2026-03-23 11:36:39 +05:30
Abhishek Kumar
e34e4f8f3c chore: upgrade pipecat 2026-03-06 16:49:14 +05:30
Abhishek Kumar
7e2de092ae feat: Add end call reason in tool calls. 2026-02-21 14:21:39 +05:30
Abhishek Kumar
4c936ae57d feat: add openrouter support 2026-02-09 13:31:32 +05:30
Abhishek
ef5b9e40a9
feat: knowledge base functionality for the voice agent (#120)
* feat: upload file and store embedding

* feat: add documents in nodes

* feat: add openai embedding service
2026-01-17 14:37:03 +05:30
Abhishek
3e55af9256
feat: user defined custom tools as part of workflow execution (#94)
* feat: add custom tools functionality

* Show tools in nodes

* integrate tool calling with pipeline engine
2026-01-02 13:11:02 +05:30
Abhishek Kumar
4f2a629340 Initial Commit 🚀 🚀 2025-09-09 14:37:32 +05:30