Once the prompt targets are configured as above, handling those parameters is
1from flask import Flask, request, jsonify
+ 1from flask import Flask, request, jsonify
2
3app = Flask(__name__)
4
5
6@app.route("/agent/device_summary", methods=["POST"])
- 7def get_device_summary():
+ 7def get_device_summary():
8 """
9 Endpoint to retrieve device statistics based on device IDs and an optional time range.
10 """
@@ -410,7 +410,7 @@ the user’s intent.
diff --git a/build_with_arch/multi_turn.html b/build_with_arch/multi_turn.html
index 9c53335f..cefa51a0 100755
--- a/build_with_arch/multi_turn.html
+++ b/build_with_arch/multi_turn.html
@@ -10,7 +10,7 @@
Multi-Turn | Arch Docs v0.2.2
-
+
@@ -253,32 +253,32 @@ response from your APIs.
Once the prompt targets are configured as above, handle parameters across multi-turn as if its a single-turn request
- 1import os
- 2import gradio as gr
+ 1import os
+ 2import gradio as gr
3
- 4from fastapi import FastAPI, HTTPException
- 5from pydantic import BaseModel
- 6from typing import Optional
- 7from openai import OpenAI
- 8from common import create_gradio_app
+ 4from fastapi import FastAPI, HTTPException
+ 5from pydantic import BaseModel
+ 6from typing import Optional
+ 7from openai import OpenAI
+ 8from common import create_gradio_app
9
10app = FastAPI()
11
12
13# Define the request model
-14class EnergySourceRequest(BaseModel):
+14class EnergySourceRequest(BaseModel):
15 energy_source: str
16 consideration: Optional[str] = None
17
18
-19class EnergySourceResponse(BaseModel):
+19class EnergySourceResponse(BaseModel):
20 energy_source: str
21 consideration: Optional[str] = None
22
23
24# Post method for device summary
25@app.post("/agent/energy_source_info")
-26def get_workforce(request: EnergySourceRequest):
+26def get_workforce(request: EnergySourceRequest):
27 """
28 Endpoint to get details about energy source
29 """
@@ -346,7 +346,7 @@ that you can test and modify locally for multi-turn RAG scenarios.
diff --git a/build_with_arch/rag.html b/build_with_arch/rag.html
index 0625ab4b..04ad4fc0 100755
--- a/build_with_arch/rag.html
+++ b/build_with_arch/rag.html
@@ -10,7 +10,7 @@
RAG Apps | Arch Docs v0.2.2
-
+
@@ -200,13 +200,13 @@ streamline data retrieval and processing to build more efficient and precise RAG
Once the prompt targets are configured as above, handling those parameters is
- 1from flask import Flask, request, jsonify
+ 1from flask import Flask, request, jsonify
2
3app = Flask(__name__)
4
5
6@app.route("/agent/device_summary", methods=["POST"])
- 7def get_device_summary():
+ 7def get_device_summary():
8 """
9 Endpoint to retrieve device statistics based on device IDs and an optional time range.
10 """
@@ -294,7 +294,7 @@ minutes. For additional details on how to build multi-turn RAG applications plea
diff --git a/concepts/llm_provider.html b/concepts/llm_provider.html
index 01a52a3d..5dda3bc8 100755
--- a/concepts/llm_provider.html
+++ b/concepts/llm_provider.html
@@ -10,7 +10,7 @@
LLM Provider | Arch Docs v0.2.2
-
+
@@ -219,7 +219,7 @@ make outbound LLM calls.
Example: Using the OpenAI Python SDK
-from openai import OpenAI
+from openai import OpenAI
# Initialize the Arch client
client = OpenAI(base_url="http://127.0.0.12000/")
@@ -267,7 +267,7 @@ make outbound LLM calls.
diff --git a/concepts/prompt_target.html b/concepts/prompt_target.html
index 6989b300..67a7ade4 100755
--- a/concepts/prompt_target.html
+++ b/concepts/prompt_target.html
@@ -10,7 +10,7 @@
Prompt Target | Arch Docs v0.2.2
-
+
@@ -346,7 +346,7 @@ This modular approach not only simplifies your application’s architecture but
diff --git a/concepts/tech_overview/error_target.html b/concepts/tech_overview/error_target.html
index 20f87dbe..1f23f70d 100755
--- a/concepts/tech_overview/error_target.html
+++ b/concepts/tech_overview/error_target.html
@@ -10,7 +10,7 @@
Error Target | Arch Docs v0.2.2
-
+
@@ -231,7 +231,7 @@ The errors are communicated to the application via headers like
-© 2025, Katanemo Labs, Inc Last updated: Feb 15, 2025.
+© 2025, Katanemo Labs, Inc Last updated: Feb 21, 2025.
diff --git a/concepts/tech_overview/listener.html b/concepts/tech_overview/listener.html
index 3637a8dc..c81a2785 100755
--- a/concepts/tech_overview/listener.html
+++ b/concepts/tech_overview/listener.html
@@ -10,7 +10,7 @@
Listener | Arch Docs v0.2.2
-
+
@@ -235,7 +235,7 @@ address like arch.l
diff --git a/concepts/tech_overview/model_serving.html b/concepts/tech_overview/model_serving.html
index 1301b764..07777d0f 100755
--- a/concepts/tech_overview/model_serving.html
+++ b/concepts/tech_overview/model_serving.html
@@ -10,7 +10,7 @@
Model Serving | Arch Docs v0.2.2
-
+
@@ -222,7 +222,7 @@ how to generate API keys for model serving
diff --git a/concepts/tech_overview/prompt.html b/concepts/tech_overview/prompt.html
index c5d67322..b4cfb6a0 100755
--- a/concepts/tech_overview/prompt.html
+++ b/concepts/tech_overview/prompt.html
@@ -10,7 +10,7 @@
Prompts | Arch Docs v0.2.2
-
+
@@ -335,7 +335,7 @@ By sending traffic through Arch, you can propagate traces, manage and monitor tr
Example: Using OpenAI Client with Arch as an Egress Gateway
-import openai
+import openai
# Set the OpenAI API base URL to the Arch gateway endpoint
openai.api_base = "http://127.0.0.1:12000"
@@ -396,7 +396,7 @@ This setup allows you to take advantage of Arch’s advanced traffic management
diff --git a/concepts/tech_overview/request_lifecycle.html b/concepts/tech_overview/request_lifecycle.html
index b35b466e..45bcf58a 100755
--- a/concepts/tech_overview/request_lifecycle.html
+++ b/concepts/tech_overview/request_lifecycle.html
@@ -10,7 +10,7 @@
Request Lifecycle | Arch Docs v0.2.2
-
+
@@ -396,7 +396,7 @@ processing request headers and then finalized by the HCM during post-request pro
diff --git a/concepts/tech_overview/tech_overview.html b/concepts/tech_overview/tech_overview.html
index 51c8bc8b..ea300eb2 100755
--- a/concepts/tech_overview/tech_overview.html
+++ b/concepts/tech_overview/tech_overview.html
@@ -10,7 +10,7 @@
Tech Overview | Arch Docs v0.2.2
-
+
@@ -218,7 +218,7 @@
diff --git a/concepts/tech_overview/terminology.html b/concepts/tech_overview/terminology.html
index c8e73179..984a7e59 100755
--- a/concepts/tech_overview/terminology.html
+++ b/concepts/tech_overview/terminology.html
@@ -10,7 +10,7 @@
Terminology | Arch Docs v0.2.2
-
+
@@ -215,7 +215,7 @@ and take appropriate actions.
diff --git a/concepts/tech_overview/threading_model.html b/concepts/tech_overview/threading_model.html
index 72f37651..81edff4c 100755
--- a/concepts/tech_overview/threading_model.html
+++ b/concepts/tech_overview/threading_model.html
@@ -10,7 +10,7 @@
Threading Model | Arch Docs v0.2.2
-
+
@@ -193,7 +193,7 @@ hardware threads on the machine.
diff --git a/get_started/intro_to_arch.html b/get_started/intro_to_arch.html
index 57bb0ce6..ec161024 100755
--- a/get_started/intro_to_arch.html
+++ b/get_started/intro_to_arch.html
@@ -10,7 +10,7 @@
Intro to Arch | Arch Docs v0.2.2
-
+
@@ -231,7 +231,7 @@ For more details, read
-© 2025, Katanemo Labs, Inc Last updated: Feb 15, 2025.
+© 2025, Katanemo Labs, Inc Last updated: Feb 21, 2025.
diff --git a/get_started/overview.html b/get_started/overview.html
index 50046127..a74f54a9 100755
--- a/get_started/overview.html
+++ b/get_started/overview.html
@@ -10,7 +10,7 @@
Overview | Arch Docs v0.2.2
-
+
@@ -329,7 +329,7 @@ simplify the interaction with upstream LLMs, and improve observability all while
diff --git a/get_started/quickstart.html b/get_started/quickstart.html
index 041d131b..265b52d3 100755
--- a/get_started/quickstart.html
+++ b/get_started/quickstart.html
@@ -10,7 +10,7 @@
Quickstart | Arch Docs v0.2.2
-
+
@@ -314,7 +314,7 @@
Step 3.1: Using OpenAI Python client
Make outbound calls via the Arch gateway:
-from openai import OpenAI
+from openai import OpenAI
# Use the OpenAI client as usual
client = OpenAI(
@@ -440,7 +440,7 @@
diff --git a/guides/function_calling.html b/guides/function_calling.html
index f3909e26..e8ee65b4 100755
--- a/guides/function_calling.html
+++ b/guides/function_calling.html
@@ -10,7 +10,7 @@
Function Calling | Arch Docs v0.2.2
-
+
@@ -230,9 +230,9 @@ Achieving performance on par with GPT-4, these models set a new benchmark in the
Step 1: Define the Function
First, create or identify the backend function you want Arch to call. This could be an API endpoint, a script, or any other executable backend logic.
-import requests
+import requests
-def get_weather(location: str, unit: str = "fahrenheit"):
+def get_weather(location: str, unit: str = "fahrenheit"):
if unit not in ["celsius", "fahrenheit"]:
raise ValueError("Invalid unit. Choose either 'celsius' or 'fahrenheit'.")
@@ -361,7 +361,7 @@ on the stuff that matters most.
diff --git a/guides/observability/access_logging.html b/guides/observability/access_logging.html
index 5f84e3b5..3c99b7e3 100755
--- a/guides/observability/access_logging.html
+++ b/guides/observability/access_logging.html
@@ -10,7 +10,7 @@
Access Logging | Arch Docs v0.2.2
-
+
@@ -241,7 +241,7 @@ Access logs can be exported to centralized logging systems (e.g., ELK stack or F
diff --git a/guides/observability/monitoring.html b/guides/observability/monitoring.html
index 2ead8574..beac3580 100755
--- a/guides/observability/monitoring.html
+++ b/guides/observability/monitoring.html
@@ -10,7 +10,7 @@
Monitoring | Arch Docs v0.2.2
-
+
@@ -253,7 +253,7 @@ are some sample configuration files for both, respectively.
diff --git a/guides/observability/observability.html b/guides/observability/observability.html
index 65b0714a..4b93085b 100755
--- a/guides/observability/observability.html
+++ b/guides/observability/observability.html
@@ -10,7 +10,7 @@
Observability | Arch Docs v0.2.2
-
+
@@ -205,7 +205,7 @@
diff --git a/guides/observability/tracing.html b/guides/observability/tracing.html
index 0c2d62c5..36077994 100755
--- a/guides/observability/tracing.html
+++ b/guides/observability/tracing.html
@@ -10,7 +10,7 @@
Tracing | Arch Docs v0.2.2
-
+
@@ -239,12 +239,12 @@ below are very common practice, and not unique to Arch, when you reading tracing
Set up the tracer and exporter:
-from opentelemetry import trace
-from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
-from opentelemetry.instrumentation.requests import RequestsInstrumentor
-from opentelemetry.sdk.resources import Resource
-from opentelemetry.sdk.trace import TracerProvider
-from opentelemetry.sdk.trace.export import BatchSpanProcessor
+from opentelemetry import trace
+from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+from opentelemetry.instrumentation.requests import RequestsInstrumentor
+from opentelemetry.sdk.resources import Resource
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.sdk.trace.export import BatchSpanProcessor
# Define the service name
resource = Resource(attributes={
@@ -263,11 +263,11 @@ below are very common practice, and not unique to Arch, when you reading tracing
Handle incoming requests:
-from opentelemetry import trace
-from opentelemetry.propagate import extract, inject
-import requests
+from opentelemetry import trace
+from opentelemetry.propagate import extract, inject
+import requests
-def handle_request(request):
+def handle_request(request):
# Extract the trace context
context = extract(request.headers)
tracer = trace.get_tracer(__name__)
@@ -469,9 +469,9 @@ is completed.
Trace Requests: Once you have Langtrace set up, you can start tracing requests.
Here’s an example of how to trace a request using the Langtrace Python SDK:
-import os
-from langtrace_python_sdk import langtrace # Must precede any llm module imports
-from openai import OpenAI
+import os
+from langtrace_python_sdk import langtrace # Must precede any llm module imports
+from openai import OpenAI
langtrace.init(api_key=os.environ['LANGTRACE_API_KEY'])
@@ -575,7 +575,7 @@ tools like AWS X-Ray and Datadog, enhancing observability and facilitating faste
diff --git a/guides/prompt_guard.html b/guides/prompt_guard.html
index 06b2e8cc..738a92cc 100755
--- a/guides/prompt_guard.html
+++ b/guides/prompt_guard.html
@@ -10,7 +10,7 @@
Prompt Guard | Arch Docs v0.2.2
-
+
@@ -265,7 +265,7 @@ By implementing Prompt Guard, developers can provide a robust layer of input val
diff --git a/index.html b/index.html
index 6485ca1f..6278a153 100755
--- a/index.html
+++ b/index.html
@@ -10,7 +10,7 @@
Welcome to Arch! | Arch Docs v0.2.2
-
+
@@ -246,7 +246,7 @@ Resources
diff --git a/resources/configuration_reference.html b/resources/configuration_reference.html
index 3d8058be..a16b9d4b 100755
--- a/resources/configuration_reference.html
+++ b/resources/configuration_reference.html
@@ -10,7 +10,7 @@
Configuration Reference | Arch Docs v0.2.2
-
+
@@ -273,7 +273,7 @@ where prompts get routed to, apply guardrails, and enable critical agent observa
diff --git a/search.html b/search.html
index 318ef476..d9b1868d 100755
--- a/search.html
+++ b/search.html
@@ -15,7 +15,7 @@
Search | Arch Docs v0.2.2
-
+
@@ -213,7 +213,7 @@
diff --git a/searchindex.js b/searchindex.js
index a97988e9..5949f90b 100755
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"AI Agent Tracing Visualization Example": [[20, "ai-agent-tracing-visualization-example"]], "AWS X-Ray": [[20, "aws-x-ray"]], "Access Logging": [[17, null]], "Adding custom LLM Provider": [[3, "adding-custom-llm-provider"]], "Additional Resources": [[20, "additional-resources"]], "Agentic Apps": [[0, null]], "Agentic Apps via Prompt Targets": [[8, "agentic-apps-via-prompt-targets"]], "Arch-Function": [[16, "arch-function"]], "Basic Configuration": [[4, "basic-configuration"]], "Benefits of Using Arch Guard": [[21, "benefits-of-using-arch-guard"]], "Benefits of Using Traceparent Headers": [[20, "benefits-of-using-traceparent-headers"]], "Best Practices": [[20, "best-practices"]], "Best Practices and Tips": [[5, "best-practices-and-tips"], [16, "best-practices-and-tips"]], "Build AI Agent with Arch Gateway": [[15, "build-ai-agent-with-arch-gateway"]], "Build Multi-Turn RAG Apps": [[1, "build-multi-turn-rag-apps"]], "Build with Arch": [[14, "build-with-arch"], [22, null]], "Cloud Serving (GPU - Blazing Fast)": [[7, "cloud-serving-gpu-blazing-fast"]], "Concepts": [[14, "concepts"], [22, null]], "Configuration": [[9, "configuration"]], "Configuration Reference": [[23, null]], "Configure Listener": [[6, "configure-listener"]], "Configure Monitoring": [[18, "configure-monitoring"]], "Configuring Prompt Targets": [[4, "configuring-prompt-targets"]], "Datadog": [[20, "datadog"]], "Default Targets": [[4, "default-targets"]], "Defining Parameters": [[4, "defining-parameters"]], "Demo App": [[1, "demo-app"]], "Downstream (Ingress)": [[6, "downstream-ingress"]], "Error Header Example": [[5, "error-header-example"]], "Error Target": [[5, null]], "Example 1: Adjusting Retrieval": [[1, "example-1-adjusting-retrieval"]], "Example 2: Switching Intent": [[1, "example-2-switching-intent"]], "Example Configuration": [[4, "example-configuration"], [21, "example-configuration"]], "Example Use Cases": [[16, "example-use-cases"]], "Example with OpenTelemetry in Python": [[20, "example-with-opentelemetry-in-python"]], "Example: Using OpenAI Client with Arch as an Egress Gateway": [[8, "example-using-openai-client-with-arch-as-an-egress-gateway"]], "Example: Using the OpenAI Python SDK": [[3, "example-using-the-openai-python-sdk"]], "Function Calling": [[16, null]], "Function Calling Workflow": [[16, "function-calling-workflow"]], "Get Started": [[14, "get-started"], [22, null]], "Guides": [[14, "guides"], [22, null]], "Header Format": [[20, "header-format"]], "High level architecture": [[9, "high-level-architecture"]], "How Arch-Guard Works": [[21, "how-arch-guard-works"]], "How It Works": [[17, "how-it-works"]], "How to Initiate A Trace": [[20, "how-to-initiate-a-trace"]], "Implementing Function Calling": [[16, "implementing-function-calling"]], "Instrumentation": [[20, "instrumentation"]], "Integrating with Tracing Tools": [[20, "integrating-with-tracing-tools"]], "Intent Matching": [[4, "intent-matching"], [8, "intent-matching"]], "Intro to Arch": [[13, null]], "Key Concepts": [[5, "key-concepts"]], "Key Features": [[4, "key-features"], [16, "key-features"], [17, "key-features"]], "LLM Provider": [[3, null]], "Langtrace": [[20, "langtrace"]], "Listener": [[6, null]], "Local Serving (CPU - Moderate)": [[7, "local-serving-cpu-moderate"]], "Log Format": [[17, "log-format"]], "Messages": [[8, "messages"]], "Metrics Dashboard (via Grafana)": [[18, "metrics-dashboard-via-grafana"]], "Model Serving": [[7, null]], "Monitoring": [[18, null]], "Multi-Turn": [[1, null]], "Multi-Turn RAG (Follow-up Questions)": [[2, "multi-turn-rag-follow-up-questions"]], "Network topology": [[9, "network-topology"]], "Next Steps": [[15, "next-steps"]], "Observability": [[19, null]], "Overview": [[14, null], [20, "overview"]], "Parallel & Multiple Function Calling": [[0, "parallel-multiple-function-calling"]], "Parameter Extraction for RAG": [[2, "parameter-extraction-for-rag"]], "Post-request processing": [[9, "post-request-processing"]], "Prerequisites": [[15, "prerequisites"]], "Prompt Guard": [[8, "prompt-guard"], [21, null]], "Prompt Target": [[4, null]], "Prompt Targets": [[8, "prompt-targets"]], "Prompting LLMs": [[8, "prompting-llms"]], "Prompts": [[8, null]], "Quickstart": [[15, null]], "RAG Apps": [[2, null]], "Request Flow (Egress)": [[9, "request-flow-egress"]], "Request Flow (Ingress)": [[9, "request-flow-ingress"]], "Request Lifecycle": [[9, null]], "Resources": [[22, null]], "Routing Logic": [[4, "routing-logic"]], "Single Function Call": [[0, "single-function-call"]], "Step 1. Create arch config file": [[15, "step-1-create-arch-config-file"], [15, "id2"]], "Step 1: Define Arch Config": [[1, "step-1-define-arch-config"]], "Step 1: Define Prompt Targets": [[0, "step-1-define-prompt-targets"], [0, "id1"], [2, "step-1-define-prompt-targets"]], "Step 1: Define the Function": [[16, "step-1-define-the-function"]], "Step 2. Start arch gateway": [[15, "step-2-start-arch-gateway"]], "Step 2. Start arch gateway with currency conversion config": [[15, "step-2-start-arch-gateway-with-currency-conversion-config"]], "Step 2: Configure Prompt Targets": [[16, "step-2-configure-prompt-targets"]], "Step 2: Process Request Parameters": [[0, "step-2-process-request-parameters"]], "Step 2: Process Request Parameters in Flask": [[2, "step-2-process-request-parameters-in-flask"]], "Step 2: Process Request in Flask": [[1, "step-2-process-request-in-flask"]], "Step 3. Interacting with gateway using curl command": [[15, "step-3-interacting-with-gateway-using-curl-command"]], "Step 3.1: Using OpenAI Python client": [[15, "step-3-1-using-openai-python-client"]], "Step 3.2: Using curl command": [[15, "step-3-2-using-curl-command"]], "Step 3: Arch Takes Over": [[16, "step-3-arch-takes-over"]], "Step 3: Interact with LLM": [[15, "step-3-interact-with-llm"]], "Summary": [[4, "summary"], [20, "summary"], [21, "summary"]], "Tech Overview": [[10, null]], "Terminology": [[9, "terminology"], [11, null]], "Threading Model": [[12, null]], "Trace Breakdown:": [[20, "trace-breakdown"]], "Trace Propagation": [[20, "trace-propagation"]], "Tracing": [[20, null]], "Upstream (Egress)": [[6, "upstream-egress"]], "Use Arch Gateway as LLM Router": [[15, "use-arch-gateway-as-llm-router"]], "Welcome to Arch!": [[22, null]], "What Are Prompt Targets?": [[4, "what-are-prompt-targets"]], "What Is Arch-Guard": [[21, "what-is-arch-guard"]], "What is Function Calling?": [[16, "what-is-function-calling"]], "What is Retrieval-Augmented Generation (RAG)?": [[2, "what-is-retrieval-augmented-generation-rag"]], "Why Prompt Guard": [[21, "why-prompt-guard"]]}, "docnames": ["build_with_arch/agent", "build_with_arch/multi_turn", "build_with_arch/rag", "concepts/llm_provider", "concepts/prompt_target", "concepts/tech_overview/error_target", "concepts/tech_overview/listener", "concepts/tech_overview/model_serving", "concepts/tech_overview/prompt", "concepts/tech_overview/request_lifecycle", "concepts/tech_overview/tech_overview", "concepts/tech_overview/terminology", "concepts/tech_overview/threading_model", "get_started/intro_to_arch", "get_started/overview", "get_started/quickstart", "guides/function_calling", "guides/observability/access_logging", "guides/observability/monitoring", "guides/observability/observability", "guides/observability/tracing", "guides/prompt_guard", "index", "resources/configuration_reference"], "envversion": {"sphinx": 64, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.viewcode": 1}, "filenames": ["build_with_arch/agent.rst", "build_with_arch/multi_turn.rst", "build_with_arch/rag.rst", "concepts/llm_provider.rst", "concepts/prompt_target.rst", "concepts/tech_overview/error_target.rst", "concepts/tech_overview/listener.rst", "concepts/tech_overview/model_serving.rst", "concepts/tech_overview/prompt.rst", "concepts/tech_overview/request_lifecycle.rst", "concepts/tech_overview/tech_overview.rst", "concepts/tech_overview/terminology.rst", "concepts/tech_overview/threading_model.rst", "get_started/intro_to_arch.rst", "get_started/overview.rst", "get_started/quickstart.rst", "guides/function_calling.rst", "guides/observability/access_logging.rst", "guides/observability/monitoring.rst", "guides/observability/observability.rst", "guides/observability/tracing.rst", "guides/prompt_guard.rst", "index.rst", "resources/configuration_reference.rst"], "indexentries": {}, "objects": {}, "objnames": {}, "objtypes": {}, "terms": {"": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 20], "0": [0, 1, 3, 6, 7, 8, 9, 11, 15, 17, 20, 23], "00": 20, "003": 8, "005": [0, 8, 9, 23], "03": 17, "04": 17, "05": 15, "050z": 17, "05m": 7, "06": 15, "08": 15, "1": [3, 5, 6, 8, 9, 11, 17, 18, 20, 23], "10": [16, 17, 18, 20], "100": [12, 20], "10000": [3, 6, 8, 9, 15, 23], "1022": 17, "104": 17, "106": 17, "10m": 8, "10t03": 17, "10x": [7, 8], "11": 15, "11434": 3, "12": 15, "12000": [3, 6, 8, 11, 15, 17, 20, 23], "1234": 5, "125": 17, "127": [0, 1, 3, 6, 8, 9, 11, 15, 17, 23], "12x": 0, "1301": 17, "131": 15, "140": 17, "15": 18, "156x": 7, "159": 17, "16": [15, 20], "162": 17, "168": 17, "1695": 17, "1695m": 17, "17": 17, "18083": [0, 17], "192": 17, "19901": 18, "1d6b30cfc845": 17, "2": [3, 9, 20], "200": [0, 2, 17], "200m": [0, 7, 8], "2024": [15, 17], "2025": 21, "21797": 17, "218": 17, "24": 15, "245": 17, "25": 15, "254": 17, "27": 15, "28": 15, "288": 15, "29": 15, "2a5b": 17, "3": [0, 1, 8, 20], "30": [3, 6, 8, 9, 15], "32": 20, "3b": [3, 15], "4": [8, 16, 20], "400": [0, 2, 5], "429": 9, "4317": 20, "441": 17, "443": [0, 1, 3, 11, 15, 17], "447": 17, "44x": [0, 8], "463": 17, "469793af": 17, "485": 15, "49": 17, "492z": 17, "4o": [0, 3, 6, 7, 8, 9, 15, 20, 23], "5": [0, 1, 8, 15, 20, 23], "51": [15, 17], "51000": 17, "52": 17, "53": 17, "537z": 17, "54": 17, "55": 17, "556": 17, "56": [15, 17], "598z": 17, "6": 20, "60": 23, "604197fe": 17, "614": 17, "647": 15, "65": 17, "7": [0, 2, 13, 20], "770": 17, "78558": 15, "7b": 23, "8": 20, "80": [8, 9, 11, 23], "8001": 23, "8080": [0, 1], "825": 15, "87": 17, "8x7b": 23, "9": 20, "905z": 17, "906z": 17, "9090": 18, "9367": 17, "95a2": 17, "961z": 17, "979": 15, "984": 17, "984m": 17, "9b57": 17, "A": [0, 2, 4, 5, 6, 9, 11, 12, 13, 14, 16, 19], "And": 15, "As": [8, 15, 18, 21], "Be": [16, 20], "But": 11, "By": [2, 4, 8, 9, 13, 16, 17, 20, 21, 23], "FOR": 17, "For": [1, 2, 3, 4, 6, 8, 11, 12, 13, 14, 15, 16, 17, 20], "If": [0, 1, 5, 8, 9, 16, 21], "In": [0, 2, 8, 9, 13, 14, 15, 16, 21], "It": [0, 9, 15, 16, 19, 20, 21], "Its": [13, 18, 20], "No": [8, 15], "On": 15, "Or": 20, "The": [1, 2, 4, 5, 7, 8, 9, 11, 13, 15, 16, 17, 20, 22, 23], "There": [7, 13], "These": [0, 2, 5, 11, 13, 16], "To": [2, 6, 8, 11, 13, 15, 18, 20], "With": [0, 2, 13, 15, 20, 21], "__main__": [0, 2], "__name__": [0, 2, 20], "a1c": 1, "abil": [8, 9, 11, 15, 21, 23], "abl": 11, "about": [0, 1, 7, 8, 9, 11, 13, 14, 15, 17, 21, 23], "abov": [0, 1, 2, 9, 13, 18], "abstract": 3, "accept": [4, 6, 8, 9, 12], "access": [9, 15, 18, 19, 20, 22], "access_": 17, "access_ingress": 17, "access_intern": 17, "access_kei": [0, 1, 3, 6, 8, 9, 15, 23], "access_llm": 17, "accident": 9, "accordingli": 20, "account": [16, 20], "accur": [1, 2, 4, 8, 11, 13, 16, 21], "accuraci": [2, 8, 21], "achiev": [8, 13, 16], "across": [0, 1, 3, 9, 13, 16, 20], "act": [4, 6, 13, 18], "action": [0, 4, 5, 8, 9, 11, 16, 21, 23], "activ": [9, 15], "actual": [0, 2, 8, 20], "ad": [0, 11, 13, 21], "add": [1, 2, 3, 6, 8, 16, 20], "add_span_processor": 20, "addit": [1, 2, 4, 6, 8, 9, 19, 21], "addition": 1, "address": [0, 1, 3, 6, 8, 9, 11, 15, 23], "adher": 21, "adilhafeez": 17, "adjust": [11, 20], "adopt": 20, "advanc": [8, 16], "advantag": [8, 13], "advic": [0, 3, 8, 9, 23], "affect": 20, "afraid": 16, "african": 15, "after": [9, 16, 20], "against": [8, 21], "agent": [1, 2, 9, 11, 13, 14, 16, 17, 21, 22, 23], "aggreg": 16, "agnost": 3, "ai": [2, 3, 4, 9, 11, 13, 14, 16, 17], "aid": 9, "air": 1, "airbnb": 13, "alert": [17, 18], "alertmanag": 18, "algorithm": 13, "align": 8, "all": [0, 1, 3, 6, 8, 9, 12, 13, 14, 20, 22, 23], "allow": [0, 4, 8, 11, 12, 13, 15, 16, 20], "along": 15, "alongsid": [7, 9, 11, 13], "alreadi": 20, "also": [0, 3, 4, 8, 9, 11, 15, 23], "altern": [5, 21], "alwai": 5, "ambigu": 16, "amount": 12, "an": [0, 1, 2, 3, 4, 5, 9, 11, 13, 15, 16, 18, 20, 21, 22, 23], "analysi": 5, "analyt": 16, "analyz": [0, 4, 8, 13, 16, 17, 20, 21], "ang": 8, "ani": [0, 1, 3, 4, 8, 9, 13, 14, 15, 16, 20, 21], "annot": 1, "answer": [1, 8, 9, 23], "anthrop": 3, "api": [0, 1, 3, 4, 5, 6, 7, 8, 9, 11, 13, 14, 15, 16, 17, 18, 20, 22], "api_bas": 8, "api_kei": [8, 15, 20], "api_serv": [4, 16, 17], "api_vers": 18, "apivers": 18, "apm": 20, "app": [11, 13, 14, 22], "app_serv": [0, 8, 9, 23], "append": [0, 2], "appli": [8, 9, 11, 13, 14, 21, 23], "applic": [0, 2, 3, 4, 5, 6, 7, 8, 9, 11, 13, 14, 15, 16, 17, 18, 20, 21], "applicaton": 7, "approach": [2, 4, 8, 20, 23], "appropri": [2, 4, 5, 8, 9, 11], "ar": [0, 1, 2, 3, 5, 6, 7, 8, 9, 11, 13, 15, 16, 17, 18, 20, 21, 22, 23], "arch": [0, 2, 3, 4, 5, 6, 7, 9, 11, 12, 17, 18, 20, 23], "arch_config": [1, 3, 8, 11, 15], "arch_conifg": 23, "arch_llm_listen": 17, "archgw": [7, 15, 18], "archgw_log": 17, "architectur": [4, 10, 11, 12, 13, 20, 21], "aris": [5, 11], "around": [9, 12], "arrai": 4, "arriv": 9, "art": [8, 15, 16], "ask": [1, 2, 15, 16, 20], "aspect": [13, 18], "assist": [0, 1, 3, 8, 9, 15, 20, 21, 23], "assum": [1, 8, 15], "attach": 4, "attack": 21, "attempt": [8, 9, 13, 21], "attent": 16, "attribut": [4, 20], "aud": 15, "augment": 9, "australian": 15, "author": 17, "auto_llm_dispatch_on_respons": [8, 9, 23], "autom": 16, "automat": [6, 8, 13, 16, 20, 21], "avail": [1, 3, 7, 9, 13, 20], "averlag": 7, "awsxrai": 20, "b25f": 17, "b265": 17, "back": [7, 9, 20], "backend": [4, 8, 9, 11, 13, 16, 18, 20, 22], "bad": 5, "baht": 15, "balanc": [0, 8, 9, 16, 23], "base": [0, 1, 2, 3, 4, 6, 8, 9, 11, 13, 15, 16, 21], "base_url": [3, 15, 20], "basemodel": 1, "bash": 7, "batch": 20, "batchedand": 9, "batchspanprocessor": 20, "battl": 13, "been": [15, 16], "befor": [8, 9, 11, 15, 21], "begin": 15, "behalf": [1, 8, 9, 17], "behavior": [8, 9, 11, 17, 21, 23], "behind": 14, "being": [8, 9, 11], "belief": [13, 22], "below": [1, 3, 4, 7, 8, 9, 15, 18, 20], "benchmark": 16, "benefici": 16, "benefit": [1, 13, 19], "best": [4, 6, 10, 13, 19], "better": [13, 16, 21], "between": [0, 3, 4, 8, 9, 12, 13, 16, 20, 23], "bgn": 15, "bill": 20, "bin": 15, "bind": [3, 6, 8, 11], "blaze": 10, "block": [3, 12], "blood": 1, "blurri": 1, "bodi": 8, "bool": [8, 9, 23], "bootstrap": 9, "born": [13, 22], "borrow": 11, "both": [8, 13, 14, 16, 18, 21], "bound": [8, 12], "brazilian": 15, "break": 17, "breaker": 9, "bridg": [4, 9, 16], "brief": [4, 9], "briefli": 9, "british": 15, "brl": 15, "broader": 0, "buil": [1, 2], "build": [0, 2, 3, 4, 6, 8, 11, 12, 13, 21], "build_with_arch": 14, "built": [0, 1, 7, 8, 9, 11, 13, 20, 22], "bulgarian": 15, "busi": [0, 4, 8, 9, 11, 13, 16, 22], "bypass": 21, "byte": [17, 20], "bytes_receiv": 17, "bytes_s": 17, "c": 13, "cad": 15, "call": [1, 3, 4, 5, 7, 8, 9, 11, 13, 14, 15, 17, 22], "campaign": [0, 11, 13], "can": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 13, 15, 16, 17, 20, 21, 23], "canadian": 15, "capabl": [0, 1, 2, 4, 8, 11, 13, 15, 16, 22, 23], "capit": [3, 8, 15], "captur": [5, 13, 20], "care": 16, "carefulli": 4, "carri": [9, 20], "case": [0, 13, 14], "categor": 5, "categori": 8, "cathedr": 15, "caus": 5, "celsiu": [4, 16], "center": 15, "central": [0, 1, 3, 6, 8, 9, 13, 16, 17, 23], "certain": 21, "chain": 9, "chanc": 21, "chang": [1, 2, 8, 11, 20], "charact": 20, "chat": [15, 17, 20], "chat_complet": 20, "chatbot": 20, "cheaper": [7, 8], "cheapest": 0, "check": [1, 6, 8, 9, 11, 16, 20], "chf": 15, "children": 20, "chines": 15, "choic": [8, 15, 20], "choos": 16, "chunk": 2, "circuit": 9, "citi": [4, 15, 16], "claim": [0, 13], "clarif": [1, 2], "clarifi": 11, "class": [1, 3, 13], "classif": 8, "classifi": 21, "claud": 8, "cleaner": 4, "clear": [5, 16, 21], "clearer": 16, "cli": 15, "client": [3, 5, 6, 9, 11, 12, 20], "closest": 8, "cloud": [3, 10], "cluster": [0, 3, 8, 9, 13, 23], "cnversat": 1, "cny": 15, "co": 20, "code": [3, 5, 8, 9, 11, 12, 13, 15, 17], "codebas": [4, 20], "codec": 9, "coher": 3, "colleagu": 16, "collect": [0, 8, 16, 18, 20], "collector": 20, "com": [16, 17, 20], "combin": [2, 16], "comcern": 7, "command": 7, "comment": [8, 11], "commit": 20, "common": [0, 1, 16, 20], "commun": [3, 5, 9, 11, 15, 20], "compact": 8, "compani": 13, "compar": 8, "compat": [13, 20, 23], "compleix": 11, "complet": [3, 8, 9, 15, 16, 17, 20, 23], "complex": [0, 3, 4, 6, 12, 16, 20, 21], "complianc": 21, "compliant": 3, "compon": [4, 9, 13, 20], "compos": 15, "composit": 8, "comprehens": 15, "concept": [1, 10, 11], "concern": 9, "concis": 9, "confid": 21, "config": [11, 18, 20], "configiur": 18, "configur": [0, 1, 2, 3, 7, 8, 10, 11, 12, 13, 15, 19, 20, 22], "confirm": [8, 9, 16, 20, 23], "congratul": 15, "connect": [0, 4, 6, 7, 8, 9, 11, 12, 13, 15, 23], "connect_timeout": [0, 8, 9, 23], "conpleix": 1, "consid": 8, "consider": 1, "considert": 1, "consist": [11, 13, 16, 20], "consol": 20, "constraint": 21, "contain": [7, 8, 9, 11, 13, 15, 20, 21], "content": [1, 5, 8, 15, 20, 21], "context": [4, 5, 9, 11, 13, 15, 16, 20], "contextu": 2, "continu": 13, "contribut": 15, "contributor": 22, "control": [7, 11, 12, 23], "conveni": 1, "conver": 2, "convers": [0, 1, 2, 8, 13], "convert": 15, "coordin": 12, "copilot": 13, "core": [1, 9, 15], "corpu": 21, "correct": [1, 5, 8, 21], "correctli": 20, "correspond": 9, "cost": [1, 7, 13], "could": [0, 8, 9, 11, 16, 23], "count": 9, "covners": 1, "cpu": [9, 10], "creat": [0, 3, 5, 6, 8, 9, 11, 13, 14, 16, 20, 23], "create_gradio_app": 1, "createus": 5, "creativ": 16, "credenti": 20, "crime": 8, "criteria": 21, "critic": [0, 2, 5, 8, 9, 11, 13, 16, 18, 20, 23], "crucial": [16, 17, 20], "cultur": 15, "curiou": [8, 9, 15, 21, 23], "currency_exchang": 15, "currency_symbol": 15, "current": [4, 16], "custom": [8, 14, 20], "cutov": 13, "czech": 15, "czk": 15, "dai": [0, 2], "dame": 15, "danish": 15, "dashbaord": 18, "dashboard": [16, 19, 20], "data": [0, 2, 4, 8, 9, 11, 13, 15, 16, 18, 20, 21], "databas": [0, 2, 16], "datadoghq": 20, "dataset": 0, "datasourc": 18, "date": [4, 15, 16], "davinci": 8, "dc": 17, "dd_site": 20, "debug": [0, 2, 9, 17, 20], "decemb": 15, "decis": [0, 3, 7, 8, 9, 11, 23], "decrypt": 9, "dedic": 8, "deep": [6, 14], "deeper": 15, "def": [0, 1, 2, 16, 20], "default": [0, 1, 2, 3, 6, 7, 8, 9, 15, 17, 23], "defens": 21, "defin": [3, 8, 9, 15, 20, 23], "definit": [11, 16], "defram": 9, "degrad": 5, "deliv": 16, "deliveri": 9, "demo": 15, "demonstr": 16, "depend": [0, 9, 13, 15], "deploi": [7, 9, 13, 20], "deploy": 13, "depth": 4, "describ": [1, 2, 5, 9], "descript": [0, 1, 2, 4, 8, 9, 15, 16, 23], "design": [0, 4, 5, 7, 8, 9, 11, 13, 14, 16, 18, 20], "desir": [4, 16], "destroi": 9, "detail": [1, 2, 3, 5, 6, 8, 9, 11, 13, 16, 17, 20], "detect": [1, 2, 7, 8, 9, 11, 13, 21], "determin": [4, 9, 16, 20], "dev": [7, 15], "develop": [1, 2, 3, 4, 5, 6, 8, 9, 13, 14, 15, 20, 21], "devic": [0, 1, 2, 4, 7, 8, 9, 23], "device_id": [0, 2, 8, 9, 23], "device_reboot": 0, "device_summari": [0, 2], "diabet": 1, "diabeter": 1, "diagnos": 1, "dictionari": 8, "differ": [0, 3, 4, 8, 9, 16, 20, 23], "difficult": 13, "dipatch": 1, "direct": [4, 6], "directli": [8, 11], "disast": 13, "discov": 14, "diseas": 1, "disease_diagnos": 1, "diseases_symptom": 1, "dispatch": 9, "displai": [5, 16], "distribut": [8, 9, 20], "dive": [11, 14, 15], "divers": [4, 21], "dkk": 15, "dn": 6, "do": [4, 8, 13, 15, 17], "doc": [2, 14], "docker": [0, 3, 15, 18, 20], "document": [4, 8, 11, 14, 15, 20], "doe": [0, 4, 16, 21], "dollar": 15, "domain": [9, 16], "don": [1, 7, 16], "down": 17, "downstream": [1, 8, 9, 10, 11, 12, 16, 20], "downtream": 9, "dramat": 7, "draw": 8, "driven": [14, 15], "dropbox": 13, "due": 5, "durat": [9, 17], "dure": [5, 9], "dynam": [8, 16, 21], "e": [4, 9, 11, 16, 17, 20], "each": [1, 4, 8, 9, 13, 16, 17, 20], "earli": [8, 9, 13], "earlier": 9, "eas": 20, "easi": [15, 16, 20], "easier": [6, 15, 17], "easili": [3, 13, 20], "easilli": 1, "econom": 1, "ecosystem": 20, "edg": [9, 13, 16], "edit": 18, "effect": [1, 4, 8, 13, 14], "effici": [0, 1, 2, 4, 7, 8, 15, 20], "egress": [3, 10, 11, 13, 14], "egress_traff": [15, 23], "eiffel": 15, "either": [9, 16], "elasticsearch": 17, "element": 4, "elk": 17, "email": [4, 16], "embarrassingli": 12, "embed": [8, 17, 21, 23], "emiss": 1, "empow": [4, 21], "enabl": [0, 2, 3, 4, 5, 7, 9, 11, 13, 16, 20, 23], "enchanc": 8, "encount": [9, 11], "encrypt": 9, "end": [1, 4, 13, 20], "endpoint": [0, 1, 2, 3, 4, 5, 8, 9, 11, 15, 16, 18, 20, 23], "energi": 1, "energy_sourc": 1, "energy_source_info": 1, "energysourcerequest": 1, "energysourcerespons": 1, "enforc": 9, "engag": [0, 9, 13], "engin": [1, 2, 8, 13], "enhanc": [2, 4, 9, 15, 20, 21], "enough": 5, "enrich": [1, 4, 8, 11], "ensur": [0, 3, 4, 5, 6, 8, 9, 13, 15, 16, 20, 21], "entir": [13, 20], "entri": 6, "enum": [1, 4, 8, 9, 16, 23], "env": 15, "environ": [15, 16, 20], "envoi": [3, 6, 8, 9, 11, 12, 13, 22], "equal": 12, "equival": 15, "error": [0, 1, 2, 4, 9, 10, 11, 13, 18, 20, 21, 22], "error_target": 23, "error_target_1": 23, "essenti": [4, 6, 14, 21], "establish": [0, 8, 9, 23], "etc": [3, 8, 9, 11, 13, 15, 23], "ethnic": 21, "eu": 20, "eur": 15, "euro": 15, "evalu": 8, "evaluation_interv": 18, "even": [0, 16], "evenli": 9, "event": [0, 9], "everi": 17, "exactli": 9, "exampl": [0, 6, 9, 10, 11, 15, 17, 23], "exceed": 9, "excel": 21, "except": 5, "exception": 13, "excess": [1, 9], "exchang": 15, "exclus": 13, "execut": [5, 8, 9, 16, 21], "exist": [9, 20], "expect": [5, 16], "expens": 1, "experi": [2, 4, 8, 9, 13, 15, 16, 21], "explain": 16, "explan": [4, 16], "explanatori": 17, "explicitli": 21, "explor": [14, 15], "export": [17, 18, 20], "expos": [0, 6, 8, 13, 17, 21], "extend": [13, 14], "extern": [0, 2, 20], "extract": [0, 1, 4, 8, 9, 11, 13, 16, 20, 23], "extrem": 8, "f": [0, 1, 2, 16, 17, 20], "f376e8d8c586": 17, "face": 8, "facilit": 20, "fact": [0, 3, 8, 9, 23], "fahrenheit": [4, 16], "fail": [3, 5, 9, 11], "failov": [0, 1, 3, 6, 8, 9, 23], "failur": 5, "fair": 9, "fallback": 5, "fals": [2, 8, 9, 23], "familiar": 9, "familizari": 1, "faser": 0, "fashion": [1, 9, 15], "fast": [1, 2, 8, 10, 11, 13, 14, 15, 22], "fastapi": 1, "faster": [2, 7, 8, 11, 20], "fastest": 0, "fatigu": 1, "fault": [3, 8], "fc": 9, "fc1b": 0, "featur": [8, 11, 13, 14, 19, 20, 21, 23], "feed": 17, "feedback": [5, 8, 21], "feel": 1, "fetch": [15, 16], "few": [11, 17, 20], "field": [1, 17], "file": [1, 3, 4, 6, 8, 9, 18], "filter": [6, 9, 12, 13, 21], "final": 9, "find": 16, "first": [1, 3, 7, 8, 9, 13, 15, 16, 18, 21], "firtst": 1, "fit": 9, "flag": [8, 9, 20, 21, 23], "flask": 0, "flexibl": [13, 18, 20], "flow": [5, 10, 13, 14, 16, 17, 20], "fluentd": 17, "focu": [0, 1, 9, 13], "focus": [8, 16], "follow": [1, 3, 4, 5, 7, 8, 9, 11, 13, 15, 17, 20, 23], "forint": 15, "form": 16, "format": [4, 8, 13, 16, 18, 19, 21], "forth": 9, "forwad": 8, "forward": [1, 5, 7, 8, 9, 11, 12, 17, 20], "fossil": 1, "found": [1, 17], "framework": [8, 18, 20], "franc": [3, 8, 15], "francisco": [4, 16], "frankfurt": 15, "frankfurther_api": 15, "free": 1, "frequent": 1, "friendli": 16, "from": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 13, 15, 16, 20, 23], "fromth": 11, "front": 13, "frontier": [0, 8], "fuel": 1, "fulfil": 13, "full": [4, 8, 11, 15, 23], "function": [4, 5, 7, 8, 9, 11, 12, 13, 14, 22], "function_cal": 14, "functionvalidationerror": 5, "fundament": 4, "further": [8, 15, 20], "g": [4, 9, 11, 16, 17, 20], "ga": 1, "gap": 16, "gastronomi": 15, "gatewai": [3, 9, 11, 13, 14, 16, 17, 18, 20, 22, 23], "gather": [0, 9, 13], "gbp": 15, "genai": [4, 15, 22], "gener": [0, 4, 7, 9, 11, 12, 13, 14, 15, 16, 18, 20, 21], "get": [0, 1, 2, 4, 7, 9, 15, 16, 20, 23], "get_device_statist": 2, "get_device_summari": [0, 2], "get_info_for_energy_sourc": 1, "get_json": [0, 2], "get_supported_curr": 15, "get_trac": 20, "get_weath": [4, 16], "get_workforc": 1, "github": [8, 15], "give": 13, "given": [0, 2, 9], "global": [15, 18], "glucos": 1, "go": [0, 13], "goal": 13, "googl": 13, "got": 5, "govern": [1, 13], "gpt": [0, 1, 3, 6, 7, 8, 9, 15, 16, 20, 23], "gpu": 10, "gr": 1, "grace": 5, "gracefulli": [5, 11], "gradio": 1, "grafana": 19, "greenhous": 1, "group": 0, "grpc": 20, "guard": [9, 10, 13, 14, 22], "guardail": 7, "guardrail": [5, 8, 9, 11, 13, 14, 15, 21, 23], "guid": [3, 8, 15, 16, 20, 21], "guidelin": 21, "gurdrail": 6, "ha": [8, 9, 13, 15, 16, 20], "hallucin": 17, "handel": [8, 9, 23], "handl": [0, 1, 2, 3, 4, 5, 6, 8, 9, 11, 12, 13, 14, 16, 20, 21, 22], "handle_request": 20, "handler": [4, 8, 9], "hardwar": 12, "harm": [8, 9, 21], "hate": 8, "have": [1, 7, 13, 15, 16, 20, 21], "haven": 1, "hazard": 8, "hcm": 9, "header": [9, 10, 11, 13, 15, 19], "health": 9, "healthi": [9, 15], "hello": 20, "help": [0, 1, 2, 3, 4, 5, 7, 8, 9, 11, 13, 14, 15, 16, 18, 20, 21, 23], "here": [0, 2, 4, 6, 8, 9, 11, 15, 16, 17, 20, 21], "hexadecim": 20, "high": [0, 1, 3, 8, 10, 13, 14, 16], "highli": [1, 2, 16], "hint": 15, "histori": [1, 16], "hkd": 15, "hong": 15, "honor_timestamp": 18, "horrid": 13, "host": [0, 3, 6, 7, 8, 9, 11, 17, 18], "hostconnect": 11, "hostnam": [0, 8, 9, 23], "how": [0, 1, 2, 3, 4, 7, 8, 9, 13, 14, 15, 16, 18, 19], "howev": 9, "html": 14, "http": [3, 5, 7, 8, 9, 13, 15, 16, 17, 18, 20, 22], "http_method": [1, 23], "httpexcept": 1, "huf": 15, "hug": 8, "huggingfac": [0, 1], "human": [4, 5], "hungarian": 15, "hygien": 13, "i": [0, 1, 3, 4, 6, 7, 8, 9, 11, 12, 13, 15, 17, 18, 20, 22, 23], "iam": 20, "iceland": 15, "icon": 15, "id": [0, 2, 5, 9, 17, 20], "idea": 14, "identif": 16, "identifi": [0, 2, 4, 5, 8, 9, 16, 20, 23], "idr": 15, "il": 15, "illustr": 1, "immedi": 21, "impact": 20, "implement": [8, 9, 20, 21], "import": [0, 1, 2, 3, 8, 15, 16, 17, 20], "improp": 5, "improv": [2, 7, 13, 14, 21], "in_path": 15, "incent": 1, "includ": [1, 2, 3, 4, 6, 9, 13, 15, 16, 17, 18, 20, 21, 22], "incom": [6, 7, 8, 9, 11, 16, 20, 23], "incomplet": 16, "incredibli": 13, "indian": 15, "indic": [4, 9, 20], "indonesian": 15, "industri": 8, "infer": 13, "info": 15, "inform": [0, 1, 2, 4, 5, 8, 9, 11, 13, 16, 17, 20, 21, 23], "information_extract": [8, 9, 23], "infrastructur": [3, 13, 22], "ingress": [8, 10, 11, 13, 14], "ingress_traff": [3, 6, 8, 9, 15, 23], "init": 20, "initi": [1, 3, 6, 9, 11, 19], "inject": [20, 21], "inner": 9, "innov": 15, "input": [0, 4, 5, 16, 21], "input_guard": [8, 9, 15, 21, 23], "inr": 15, "insecur": 20, "instal": [15, 20], "instanc": [3, 9, 11, 23], "instead": 16, "instruct": [7, 14, 23], "instrument": 18, "insur": [0, 13], "insurance_claim_detail": 17, "int": [0, 2], "integ": [0, 2, 5], "integr": [2, 3, 4, 13, 14, 15, 16, 17, 18, 19, 22], "intellig": [3, 4, 7, 9, 11, 13, 14, 22], "intend": 21, "intent": [0, 7, 9, 16, 23], "interact": [0, 8, 13, 14, 16, 17, 20, 21], "intercept": 8, "interest": 15, "interfac": 3, "interfer": 15, "intern": [0, 2, 3, 9, 11, 18, 20], "interoper": 20, "interpret": [5, 16], "intro": [14, 22], "intro_to_arch": 14, "introduc": [11, 14], "invalid": [5, 16], "inventori": 20, "investig": 20, "invoc": [4, 16], "invok": [0, 4, 5, 16], "involv": [0, 4, 13], "ip": [0, 8, 9, 23], "ip1": [0, 8, 9, 23], "ip2": [0, 8, 9, 23], "isdefault": 18, "isinst": [0, 2], "isk": 15, "isol": 15, "isra": 15, "issu": [5, 11, 20], "item": [4, 8], "iter": 16, "itinerari": 16, "its": [0, 1, 4, 7, 8, 9, 11, 12, 13, 15, 20], "itself": [3, 6, 8], "jaeger": 20, "jailbreak": [8, 9, 13, 15, 21, 23], "japanes": 15, "java": 13, "job_nam": 18, "jpy": 15, "jq": 15, "json": [1, 5, 15, 16], "jsonifi": [0, 2], "just": [0, 1, 3, 8, 9, 23], "keep": [11, 16], "kei": [0, 1, 3, 6, 7, 8, 9, 10, 19, 20, 23], "kept": 23, "kibana": 17, "kind": 5, "king": 16, "know": [7, 8, 11, 21], "knowledg": [1, 2, 6, 9, 14], "known": [8, 15], "kong": 15, "korean": 15, "koruna": 15, "krona": 15, "krone": 15, "krw": 15, "kr\u00f3na": 15, "kubernet": 20, "l7": 13, "landmark": 15, "langtrace_api_kei": 20, "langtrace_python_sdk": 20, "languag": [2, 9, 13, 16, 20], "larg": [2, 8, 9, 12, 13, 16, 20], "last": [0, 1, 2], "latenc": [0, 1, 2, 7, 8, 13, 16, 18], "later": 5, "latest": [3, 15], "layer": [8, 13, 20, 21], "lead": [8, 13, 21], "learn": [13, 14, 15, 16], "let": 17, "leu": 15, "lev": 15, "level": [3, 6, 7, 10, 13, 14, 16], "leverag": [2, 4, 20], "libev": 9, "librari": [3, 13], "lifecycl": [10, 22], "lifetim": [9, 12], "lightweight": [0, 13], "like": [1, 2, 3, 4, 5, 6, 8, 9, 11, 13, 15, 16, 17, 18, 20, 21, 23], "limit": [0, 1, 3, 6, 8, 9, 23], "line": 13, "linearli": 13, "lira": 15, "list": [0, 2, 4, 8, 9, 15, 23], "listen": [0, 1, 3, 8, 9, 10, 11, 15, 20, 22, 23], "listner": 6, "live": 9, "ll": [0, 1], "llama": 3, "llama3": 3, "llm": [0, 1, 2, 6, 7, 9, 10, 11, 13, 14, 16, 18, 20, 21, 22, 23], "llm_provid": [0, 1, 3, 6, 8, 9, 14, 15, 23], "load": [0, 8, 9, 23], "local": [1, 3, 6, 8, 9, 10], "localhost": [15, 18, 20], "locat": [4, 11, 16], "log": [5, 9, 11, 18, 19, 20, 22], "logic": [0, 1, 3, 5, 6, 8, 9, 11, 13, 14, 16, 21, 22, 23], "long": 1, "look": [4, 8, 9, 15, 21, 23], "loop": 9, "louvr": 15, "low": [0, 7, 16], "lower": 1, "m": 15, "machin": 12, "made": 15, "mai": [0, 9, 21], "main": [9, 11, 15, 20], "maintain": [4, 9], "major": [12, 15], "make": [0, 1, 3, 5, 6, 7, 8, 9, 11, 13, 15, 16, 17, 20], "malaysian": 15, "malici": [9, 21], "manag": [0, 1, 3, 4, 5, 6, 7, 8, 9, 13, 14, 15, 16, 17, 20, 21, 23], "managemet": 6, "mandatori": 4, "mani": [9, 20], "manipul": [0, 13, 18], "manual": [1, 2], "manufactur": [0, 3, 8, 9, 23], "map": 16, "mark": 4, "masssiv": 13, "match": [0, 9, 23], "matter": [13, 16], "max": [0, 8, 9, 23], "maximum": 4, "me": 15, "mean": [15, 17, 20], "meaning": 5, "measur": [13, 18], "mechan": [0, 3, 14, 16, 21], "meet": [16, 21], "messag": [1, 5, 9, 10, 15, 16, 20, 21, 23], "message_format": [0, 1, 3, 6, 8, 9, 15, 23], "metadata": [4, 8, 11, 17], "method": [0, 1, 2, 17], "metric": [11, 13, 19, 20], "metrics_path": 18, "mexican": 15, "might": [7, 21], "mind": [16, 20], "mini": 20, "minim": [6, 20, 21], "minimum": 4, "ministr": [3, 15], "minor": 21, "minut": [1, 2], "misalign": 21, "misformat": 21, "miss": [0, 5, 13], "mistak": 21, "mistral": [3, 15, 23], "mistral8x7b": 23, "mistral_api_kei": [15, 23], "mistral_loc": 23, "mistrallocal7b": 23, "misus": 21, "mode": 7, "model": [0, 1, 2, 3, 6, 8, 9, 10, 11, 13, 15, 16, 20, 21, 22, 23], "model_serv": 17, "moder": 10, "modern": [18, 20], "modif": 9, "modifi": 1, "modul": 20, "modular": 4, "monitor": [8, 9, 13, 14, 17, 19, 20, 22], "more": [0, 1, 2, 4, 6, 8, 11, 12, 13, 16, 17, 20, 21], "most": [0, 4, 8, 12, 15, 16, 17], "multi": 22, "multipl": [4, 9, 12, 16], "museum": 15, "must": [0, 2, 20], "mxn": 15, "my": [8, 9, 15, 21, 23], "myr": 15, "n": 15, "n1": 15, "n10": 15, "n11": 15, "n12": 15, "n13": 15, "n14": 15, "n15": 15, "n16": 15, "n17": 15, "n18": 15, "n19": 15, "n2": 15, "n20": 15, "n21": 15, "n22": 15, "n23": 15, "n24": 15, "n25": 15, "n26": 15, "n27": 15, "n28": 15, "n29": 15, "n3": 15, "n30": 15, "n31": 15, "n4": 15, "n5": 15, "n6": 15, "n7": 15, "n8": 15, "n9": 15, "name": [0, 1, 2, 3, 4, 6, 8, 9, 11, 15, 16, 18, 20, 23], "nativ": 18, "natur": [5, 8, 9, 16, 23], "navig": [14, 21], "necessari": [4, 8, 9, 16], "need": [0, 1, 4, 7, 8, 9, 11, 14, 15, 16, 18, 20], "network": [0, 3, 6, 7, 8, 10, 11, 13, 14, 16, 23], "network_qa": 0, "network_summari": 0, "never": 15, "new": [1, 4, 15, 16, 20], "next": [16, 22], "nif": 15, "nli": [8, 23], "nok": 15, "non": 12, "none": 1, "norwegian": 15, "note": [7, 11, 17, 18, 23], "notr": 15, "nuanc": [13, 22], "number": [2, 9, 12, 16], "numer": 4, "nzd": 15, "o": [1, 20], "object": [1, 17], "observ": [3, 13, 14, 18, 20, 22, 23], "occur": 5, "offer": [0, 1, 3, 8, 9, 11, 13, 21, 23], "often": [1, 2, 16], "ollama": 3, "on_except": [8, 9, 15, 21, 23], "onc": [0, 1, 2, 8, 9, 12, 15, 16, 20], "one": [0, 9, 11, 15, 16, 20], "ones": [1, 16], "ongo": 16, "onli": [4, 6, 7, 8, 9, 15, 16, 21, 23], "opaqu": [13, 22], "open": [1, 4, 18, 20], "openai": [0, 1, 6, 9, 17, 20, 23], "openai_api_kei": [0, 1, 3, 6, 8, 9, 15, 20, 23], "opentelemetri": [13, 18, 23], "oper": [9, 11, 13, 15, 16], "optim": [6, 16, 20], "option": [0, 1, 2, 4, 7, 14, 20], "oral": 1, "order": [9, 16, 20], "orient": 16, "origin": [8, 11, 13, 17], "oss": 3, "otel": 20, "other": [5, 7, 9, 11, 13, 15, 16, 20], "otlp": 20, "otlp_export": 20, "otlpspanexport": 20, "our": [2, 7, 8, 9, 13, 16], "out": [11, 13, 16, 22], "outbound": [3, 13, 15, 20], "outgo": [6, 16, 20], "outlin": 9, "outperform": 0, "output": [2, 13, 16, 18, 21], "outsid": [13, 22], "over": [0, 2, 3], "overal": [4, 7], "overid": 23, "overload": 9, "overrid": [8, 9, 15, 23], "overview": [1, 19, 22], "overwhelm": 9, "own": 9, "p50": [0, 8], "packag": [15, 20], "page": 8, "pai": 16, "pain": 13, "pair": 8, "par": 16, "parallel": [9, 12, 16], "param": [16, 18], "paramet": [1, 5, 8, 9, 13, 15, 16, 21, 23], "parent": 20, "pari": 15, "pars": [5, 16, 17], "part": [9, 13, 16, 20], "particular": [4, 16], "pass": [8, 9, 17], "past": 2, "path": [0, 1, 2, 4, 8, 9, 11, 15, 16, 17, 23], "payment": [16, 20], "pend": 20, "per": [9, 13, 16, 17, 18], "perceiv": [13, 18], "perform": [0, 4, 6, 7, 8, 9, 12, 13, 16, 20, 21], "performimg": 8, "period": 9, "person": [0, 4, 13, 14, 15, 16, 22], "peso": 15, "phase": 8, "philippin": 15, "php": [13, 15], "piec": [4, 8], "pilot": 20, "pip": [15, 20], "pipelin": [9, 20], "place": [9, 16], "placehold": [0, 2, 20], "plan": [8, 11], "pleas": [2, 5, 7, 8, 16], "pln": 15, "pod": 20, "point": [6, 8, 16], "polici": [9, 20], "polish": 15, "pollut": 1, "pool": 9, "popul": 15, "popular": 20, "port": [0, 1, 3, 6, 8, 9, 11, 15, 23], "possibl": 5, "post": [0, 1, 2, 17, 23], "potenti": 8, "pound": 15, "power": [1, 8, 16, 20, 21], "practic": [4, 6, 9, 10, 13, 14, 19], "pre": [9, 21], "preced": 20, "precis": [1, 2, 16], "predefin": [0, 4, 8, 11, 13], "prefer": [16, 20], "premis": [3, 7], "prepar": 20, "presenc": [3, 6], "present": [2, 13, 16, 20], "prevent": [9, 13, 20, 21], "previou": [1, 2], "price": [7, 15], "primari": [6, 8, 12], "primit": [3, 6, 11, 22], "primitv": 8, "print": [3, 8, 15, 16, 20], "priorit": 21, "privaci": 8, "proce": [8, 9, 23], "process": [4, 5, 7, 8, 11, 12, 13, 14, 16, 17, 18, 20, 21], "process_customer_request": 20, "processess": 1, "processor": 20, "produc": 16, "product": [16, 20], "profil": 16, "program": [8, 9, 21, 23], "project": [4, 13, 22], "prometheu": 18, "promethu": 18, "promot": 9, "prompt": [1, 3, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 18, 22, 23], "prompt_guard": [8, 9, 14, 15, 23], "prompt_target": [0, 1, 2, 4, 8, 9, 11, 14, 15, 16, 23], "prompt_target_intent_matching_threshold": 23, "prone": [1, 2], "propag": [8, 13, 19], "proper": 20, "properli": 11, "protect": [20, 21], "proto": 20, "protocol": [3, 9, 15, 17, 20], "proven": 13, "provid": [0, 1, 2, 4, 5, 6, 8, 9, 11, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23], "provider_interfac": [3, 6, 8, 9, 15, 23], "proxi": [8, 9, 11, 18], "publish": 18, "pull": 2, "purchas": [0, 3, 8, 9, 23], "purpos": [0, 4, 7, 8, 9, 11, 13], "pydant": 1, "python": [13, 17], "q": [0, 16], "q1": 21, "qualiti": 2, "queri": [0, 1, 2, 4, 15, 16, 20], "question": [1, 8, 9, 23], "quick": 20, "quickli": [7, 13, 14, 15], "quickstart": [14, 22], "rag": [8, 9, 11, 14, 22], "rag_energy_source_ag": 1, "rais": 16, "rand": 15, "random_sampl": 20, "rang": [0, 2, 11, 18, 20], "rare": 9, "rate": [3, 8, 9, 13, 15, 18, 20, 23], "rather": [2, 5], "raw": 5, "rch": 11, "re": [1, 2, 8, 9, 15, 16, 20, 21, 23], "reach": 21, "read": [1, 6, 8, 9, 13, 16, 20], "readabl": [4, 5], "real": [0, 2, 15, 16], "realli": 13, "reboot": [0, 2, 4, 8, 9, 23], "reboot_devic": [0, 4], "reboot_network_devic": [8, 9, 23], "receiv": [5, 8, 9, 11, 16, 17, 20, 21], "recept": 9, "recognit": [4, 8], "recommend": [1, 9, 12, 15], "record": [13, 20], "recoveri": 13, "reddit": 13, "reduc": [1, 21], "refer": [0, 2, 7, 11, 15, 16, 17, 20, 22], "refin": 8, "region": 20, "reject": [8, 13], "relat": [0, 7, 9, 11, 13, 18, 20], "relev": [0, 1, 2, 4, 9, 16], "reli": [2, 8, 20], "reliabl": [2, 3, 6, 16, 21], "remain": 16, "rememb": 16, "remind": 16, "renew": 1, "renminbi": 15, "repeat": 21, "replac": 20, "repositori": 15, "repres": [8, 13, 20], "request": [5, 6, 8, 10, 11, 13, 15, 16, 17, 20, 21, 22], "requestsinstrumentor": 20, "requir": [0, 1, 2, 4, 5, 6, 8, 9, 13, 15, 16, 22, 23], "resili": [8, 13], "resolv": 20, "resourc": [15, 19], "respect": [17, 18], "respond": [5, 13, 18, 20], "respons": [0, 1, 2, 3, 4, 5, 8, 9, 11, 14, 15, 16, 17, 20, 21, 23], "response_cod": 17, "response_flag": 17, "rest": [9, 12], "result": [0, 16], "retri": [0, 1, 3, 6, 8, 9, 13, 23], "retriev": [0, 8, 9, 11, 16], "return": [0, 1, 2, 4, 9, 11, 16, 20, 21], "revers": 9, "ringgit": 15, "risk": 21, "roadmap": 8, "robin": [0, 8, 9, 23], "robust": [8, 13, 16, 21, 22], "role": [5, 8, 15, 20], "romanian": 15, "ron": 15, "root": 5, "round": [0, 8, 9, 23], "rout": [0, 2, 3, 6, 8, 9, 11, 13, 22, 23], "router": [4, 9], "routin": 16, "rule": 16, "run": [0, 2, 7, 8, 9, 11, 13, 15, 20], "runtimeerror": 5, "rupe": 15, "rupiah": 15, "safer": 21, "safeti": [6, 8, 13, 21], "sai": 16, "same": [13, 16, 22], "sampl": [15, 18, 20, 23], "sampling_r": 23, "san": [4, 16], "sanit": [9, 21], "save": 1, "scalabl": [4, 15], "scale": [3, 9, 13, 14], "scenario": [0, 1, 2, 7, 8, 9, 13, 14, 16, 23], "schedul": [8, 11, 16], "schema": [4, 15], "scheme": 18, "scienc": 16, "score": 8, "scrape_config": 18, "scrape_interv": 18, "scrape_timeout": 18, "screenshot": 18, "script": [15, 16], "scrutini": 21, "sdk": 20, "seamless": [3, 16], "seamlessli": [3, 4, 18, 20], "seattl": 16, "section": [1, 2, 3, 4, 6, 8, 9, 14, 20], "secur": [3, 6, 8, 9, 13, 14, 20, 21, 22], "see": [6, 8, 11], "sek": 15, "select": [9, 15], "self": [7, 9, 11, 13, 17], "semant": 8, "send": [3, 8, 9, 11, 16, 20, 23], "sender": 8, "sensit": 20, "sent": [9, 17], "separ": [4, 7, 9, 11, 12], "sequenti": 0, "serv": [9, 10, 11, 22], "server": [5, 7, 9, 11, 13, 15], "servic": [0, 2, 4, 8, 9, 16, 17, 20], "set": [6, 7, 8, 9, 11, 13, 14, 15, 16, 20, 23], "set_tracer_provid": 20, "setup": [1, 6, 8, 16, 20], "sever": [9, 13, 18], "sgd": 15, "shape": 13, "share": [8, 9, 11], "sheqel": 15, "should": [4, 5, 9, 16], "show": [1, 3, 15], "side": 5, "signatur": 16, "signifc": 2, "similar": 8, "simpl": [8, 11, 15, 16, 20], "simpli": [3, 6, 8, 15, 20], "simplic": 9, "simplif": 6, "simplifi": [3, 4, 6, 14, 20], "simul": [0, 2], "simultan": 0, "sinc": [8, 15], "singapor": 15, "singl": [1, 8, 11, 12, 13, 16, 23], "sit": [13, 14, 16], "site": 20, "skimp": 16, "slow": [1, 2], "slowest": 7, "small": [12, 13], "smart": [13, 16], "smarter": 2, "sni": 9, "so": [0, 1, 2, 7, 8, 11, 13, 16], "socket": 9, "softwar": [8, 13], "solar": 1, "sole": 2, "solut": 4, "some": [1, 9, 12, 15, 16, 18], "sonnet": 8, "sota": 16, "sourc": [1, 2, 15, 16, 18, 20], "south": 15, "span": [9, 20], "span_processor": 20, "special": [13, 14, 20], "specif": [0, 1, 2, 4, 5, 7, 8, 9, 13, 15, 16, 20, 21, 23], "specifi": [2, 4, 9, 11, 16], "speed": [2, 7, 13, 18], "spell": 16, "spend": 12, "sporad": 12, "sql": 2, "stack": [5, 13, 14, 16, 17], "stage": 21, "stai": 8, "standalon": 20, "standard": [13, 20], "start": [3, 6, 7, 8, 11, 20], "start_as_current_span": 20, "start_tim": 17, "stat": [0, 2, 9, 18], "state": [4, 8, 9, 15, 16], "static": 9, "static_config": 18, "statist": [0, 2, 9], "statu": [16, 17, 20], "step": [14, 20, 22], "stock": 20, "store": [2, 18], "str": [1, 4, 8, 9, 15, 16, 23], "straightforward": 16, "stream": 9, "streamlin": [2, 4, 6], "string": 5, "strip": 8, "stripe": 13, "structur": [2, 17], "struggl": [1, 2], "stuff": 16, "submit": 16, "substanti": 13, "subsystem": [0, 3, 6, 7, 8, 9, 13, 23], "subsytem": 8, "success": [13, 15], "successfulli": 15, "sugar": 1, "suggest": [16, 21], "suit": 13, "suitabl": [4, 16], "summar": [1, 4, 8, 9, 11, 16, 23], "summari": [1, 8, 9, 16, 19, 23], "support": [0, 1, 3, 4, 8, 9, 11, 13, 15, 18, 20, 21], "sure": [5, 20], "sustain": 1, "swedish": 15, "swiss": 15, "switch": 3, "symbol": 15, "symptom": 1, "system": [0, 1, 3, 5, 6, 8, 9, 13, 15, 16, 17, 20, 21, 22, 23], "system_prompt": [0, 1, 3, 8, 9, 15, 23], "t": [1, 7, 16], "tail": 17, "tailor": [0, 13, 16, 21], "take": [8, 9, 11, 13], "taken": 17, "talk": 1, "target": [1, 3, 6, 9, 10, 11, 14, 15, 18, 22, 23], "task": [0, 8, 9, 11, 12, 13, 16], "tcp": 9, "tech": [1, 14, 20, 22], "tech_overview": 14, "technic": 20, "techniqu": [1, 2, 8, 21], "technologi": [1, 13, 14], "telemetri": [13, 18, 20], "temperatur": [4, 16], "term": 1, "termin": 13, "terminologi": [10, 22], "test": [1, 7, 13, 16], "text": [8, 9, 16], "tft": [13, 18], "thai": 15, "than": [0, 2, 7], "thb": 15, "thei": [4, 21], "them": [2, 4, 5, 9, 11, 16, 21], "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 20, 23], "thing": 11, "think": 16, "thirst": 1, "thoroughli": 16, "those": [0, 1, 2, 11, 20], "thread": [9, 10, 22], "three": [7, 9, 13, 18], "threshold": 23, "through": [1, 3, 8, 9, 13, 16, 17, 20], "throughput": [0, 16], "time": [0, 2, 8, 9, 13, 16, 17, 18, 23], "time_rang": [0, 2], "timeout": [3, 6, 8, 9, 15, 18, 23], "timestamp": 9, "tip": 10, "tl": [9, 13], "tls_certif": [0, 1], "todai": [9, 15, 21], "token": [1, 7, 8, 13, 18], "toler": [1, 3, 8], "too": 9, "took": 17, "tool": [5, 13, 17, 18, 19, 21], "top": [3, 6, 12], "topologi": 10, "tot": [13, 18], "total": [13, 17, 18], "tower": 15, "trace": [5, 8, 9, 11, 13, 18, 19, 22, 23], "trace_export": 20, "tracepar": [13, 19], "tracer": 20, "tracer_provid": 20, "tracerprovid": 20, "track": 15, "tradit": [13, 22], "traffic": [3, 6, 8, 9, 13, 14, 16, 17], "train": 21, "transact": 16, "transpar": 13, "transport": 9, "travel": [8, 11, 16], "travers": 9, "treat": [8, 9, 23], "trigger": [0, 11, 14, 16], "trivial": 9, "troubleshoot": [4, 5, 14], "true": [0, 1, 2, 3, 4, 6, 8, 9, 15, 16, 18, 20, 23], "try": 15, "turbo": [0, 1], "turkish": 15, "turn": [16, 22], "tutori": 14, "two": [0, 7, 8, 9, 11], "type": [0, 1, 2, 4, 5, 8, 9, 11, 15, 16, 18, 23], "typic": [9, 16], "typo": 21, "ui": 9, "unauthor": 8, "under": 17, "understand": [13, 14, 16, 18, 20, 21], "undifferenti": [9, 11, 13], "unexpect": 16, "unifi": 3, "uniformli": 20, "uniqu": [4, 20], "unit": [4, 15, 16], "until": 9, "unwant": 9, "up": [1, 7, 11, 14, 15, 20], "updat": [0, 1, 9, 13, 15, 16], "upgrad": [3, 9, 13], "upon": 9, "upstream": [1, 8, 9, 10, 11, 13, 14, 16, 17, 18, 23], "upstream_host": 17, "urin": 1, "url": [8, 15, 18], "us": [0, 1, 2, 4, 6, 7, 9, 11, 13, 14, 17, 19, 23], "usabl": 21, "usag": [1, 3, 4, 9, 13, 16, 18], "usd": 15, "user": [0, 1, 2, 4, 5, 8, 9, 11, 13, 15, 16, 17, 18, 20, 21, 22], "user_id": 5, "usi": 20, "usual": [8, 15], "util": [8, 9, 15], "v": 20, "v0": [0, 1, 3, 6, 8, 9, 15, 23], "v1": [6, 15, 17, 20], "v2": [15, 18], "v24": 15, "v3": 15, "valid": [0, 2, 14, 15, 16, 21], "validationerror": 5, "valu": [0, 4, 8, 9, 16, 20, 21, 23], "valueerror": 16, "variabl": [15, 20], "varieti": 9, "variou": [12, 13, 16, 20], "ve": [1, 15], "vector": [2, 8], "vendor": 3, "venv": 15, "veri": [9, 20], "verif": 20, "verifi": 20, "version": [0, 1, 3, 6, 8, 9, 15, 20, 23], "via": [0, 1, 5, 7, 9, 11, 13, 14, 15, 19, 20, 21, 23], "view": [18, 20], "violat": [5, 9, 11, 21], "violent": 8, "virtual": 15, "visibl": 17, "vision": 1, "visit": 8, "vpc": 7, "w3c": [13, 20], "wa": [9, 13, 16, 17, 22], "wai": [0, 1, 2, 3, 6, 8, 9, 13, 23], "wait": [0, 8, 9, 23], "want": [0, 11, 13, 15, 16], "watch": 16, "we": [1, 3, 9, 11, 12, 15, 21], "weather": [4, 16], "weather_info": 16, "web": [9, 11], "welcom": 14, "well": 13, "were": 17, "what": [1, 3, 5, 8, 13, 15, 17], "when": [0, 1, 2, 3, 5, 6, 8, 9, 11, 16, 20], "where": [0, 4, 7, 8, 9, 11, 13, 14, 15, 16, 17, 21, 23], "whether": [4, 16], "which": [0, 2, 3, 6, 7, 9, 13, 16, 17, 18, 20, 22], "while": [1, 8, 12, 14, 16, 21], "wide": [9, 11, 18, 20], "wind": 1, "window": 15, "within": [0, 4, 8, 9, 14, 16, 21, 23], "without": [6, 9, 13, 14], "won": 15, "work": [7, 11, 13, 16, 19, 20, 23], "worker": [9, 12], "workflow": 14, "workload": 12, "would": [0, 2, 9, 23], "write": [0, 1, 2, 13, 14], "written": [9, 12, 13], "x": [5, 9, 11, 15, 17], "yaml": [0, 1, 3, 11, 15, 18, 20], "yen": 15, "yml": [3, 8, 23], "york": [4, 16], "you": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 13, 14, 15, 16, 18, 20, 21, 23], "your": [0, 1, 2, 3, 4, 6, 7, 8, 9, 11, 13, 14, 15, 16, 17, 18, 20, 21], "yourself": 1, "yourweatherapp": 16, "yuan": 15, "zar": 15, "zealand": 15, "zeroshot": 17, "z\u0142oti": 15}, "titles": ["Agentic Apps", "Multi-Turn", "RAG Apps", "LLM Provider", "Prompt Target", "Error Target", "Listener", "Model Serving", "Prompts", "Request Lifecycle", "Tech Overview", "Terminology", "Threading Model", "Intro to Arch", "Overview", "Quickstart", "Function Calling", "Access Logging", "Monitoring", "Observability", "Tracing", "Prompt Guard", "Welcome to Arch!", "Configuration Reference"], "titleterms": {"1": [0, 1, 2, 15, 16], "2": [0, 1, 2, 15, 16], "3": [15, 16], "A": 20, "It": 17, "access": 17, "ad": 3, "addit": 20, "adjust": 1, "agent": [0, 8, 15, 20], "ai": [15, 20], "an": 8, "app": [0, 1, 2, 8], "ar": 4, "arch": [1, 8, 13, 14, 15, 16, 21, 22], "architectur": 9, "augment": 2, "aw": 20, "basic": 4, "benefit": [20, 21], "best": [5, 16, 20], "blaze": 7, "breakdown": 20, "build": [1, 14, 15, 22], "call": [0, 16], "case": 16, "client": [8, 15], "cloud": 7, "command": 15, "concept": [5, 14, 22], "config": [1, 15], "configur": [4, 6, 9, 16, 18, 21, 23], "convers": 15, "cpu": 7, "creat": 15, "curl": 15, "currenc": 15, "custom": 3, "dashboard": 18, "datadog": 20, "default": 4, "defin": [0, 1, 2, 4, 16], "demo": 1, "downstream": 6, "egress": [6, 8, 9], "error": 5, "exampl": [1, 3, 4, 5, 8, 16, 20, 21], "extract": 2, "fast": 7, "featur": [4, 16, 17], "file": 15, "flask": [1, 2], "flow": 9, "follow": 2, "format": [17, 20], "function": [0, 16], "gatewai": [8, 15], "gener": 2, "get": [14, 22], "gpu": 7, "grafana": 18, "guard": [8, 21], "guid": [14, 22], "header": [5, 20], "high": 9, "how": [17, 20, 21], "i": [2, 16, 21], "implement": 16, "ingress": [6, 9], "initi": 20, "instrument": 20, "integr": 20, "intent": [1, 4, 8], "interact": 15, "intro": 13, "kei": [4, 5, 16, 17], "langtrac": 20, "level": 9, "lifecycl": 9, "listen": 6, "llm": [3, 8, 15], "local": 7, "log": 17, "logic": 4, "match": [4, 8], "messag": 8, "metric": 18, "model": [7, 12], "moder": 7, "monitor": 18, "multi": [1, 2], "multipl": 0, "network": 9, "next": 15, "observ": 19, "openai": [3, 8, 15], "opentelemetri": 20, "over": 16, "overview": [10, 14, 20], "parallel": 0, "paramet": [0, 2, 4], "post": 9, "practic": [5, 16, 20], "prerequisit": 15, "process": [0, 1, 2, 9], "prompt": [0, 2, 4, 8, 16, 21], "propag": 20, "provid": 3, "python": [3, 15, 20], "question": 2, "quickstart": 15, "rag": [1, 2], "rai": 20, "refer": 23, "request": [0, 1, 2, 9], "resourc": [20, 22], "retriev": [1, 2], "rout": 4, "router": 15, "sdk": 3, "serv": 7, "singl": 0, "start": [14, 15, 22], "step": [0, 1, 2, 15, 16], "summari": [4, 20, 21], "switch": 1, "take": 16, "target": [0, 2, 4, 5, 8, 16], "tech": 10, "terminologi": [9, 11], "thread": 12, "tip": [5, 16], "tool": 20, "topologi": 9, "trace": 20, "tracepar": 20, "turn": [1, 2], "up": 2, "upstream": 6, "us": [3, 8, 15, 16, 20, 21], "via": [8, 18], "visual": 20, "welcom": 22, "what": [2, 4, 16, 21], "why": 21, "work": [17, 21], "workflow": 16, "x": 20}})
\ No newline at end of file
+Search.setIndex({"alltitles":{"AI Agent Tracing Visualization Example":[[20,"ai-agent-tracing-visualization-example"]],"AWS X-Ray":[[20,"aws-x-ray"]],"Access Logging":[[17,null]],"Adding custom LLM Provider":[[3,"adding-custom-llm-provider"]],"Additional Resources":[[20,"additional-resources"]],"Agentic Apps":[[0,null]],"Agentic Apps via Prompt Targets":[[8,"agentic-apps-via-prompt-targets"]],"Arch-Function":[[16,"arch-function"]],"Basic Configuration":[[4,"basic-configuration"]],"Benefits of Using Arch Guard":[[21,"benefits-of-using-arch-guard"]],"Benefits of Using Traceparent Headers":[[20,"benefits-of-using-traceparent-headers"]],"Best Practices":[[20,"best-practices"]],"Best Practices and Tips":[[5,"best-practices-and-tips"],[16,"best-practices-and-tips"]],"Build AI Agent with Arch Gateway":[[15,"build-ai-agent-with-arch-gateway"]],"Build Multi-Turn RAG Apps":[[1,"build-multi-turn-rag-apps"]],"Build with Arch":[[14,"build-with-arch"],[22,null]],"Cloud Serving (GPU - Blazing Fast)":[[7,"cloud-serving-gpu-blazing-fast"]],"Concepts":[[14,"concepts"],[22,null]],"Configuration":[[9,"configuration"]],"Configuration Reference":[[23,null]],"Configure Listener":[[6,"configure-listener"]],"Configure Monitoring":[[18,"configure-monitoring"]],"Configuring Prompt Targets":[[4,"configuring-prompt-targets"]],"Datadog":[[20,"datadog"]],"Default Targets":[[4,"default-targets"]],"Defining Parameters":[[4,"defining-parameters"]],"Demo App":[[1,"demo-app"]],"Downstream (Ingress)":[[6,"downstream-ingress"]],"Error Header Example":[[5,"error-header-example"]],"Error Target":[[5,null]],"Example 1: Adjusting Retrieval":[[1,"example-1-adjusting-retrieval"]],"Example 2: Switching Intent":[[1,"example-2-switching-intent"]],"Example Configuration":[[4,"example-configuration"],[21,"example-configuration"]],"Example Use Cases":[[16,"example-use-cases"]],"Example with OpenTelemetry in Python":[[20,"example-with-opentelemetry-in-python"]],"Example: Using OpenAI Client with Arch as an Egress Gateway":[[8,"example-using-openai-client-with-arch-as-an-egress-gateway"]],"Example: Using the OpenAI Python SDK":[[3,"example-using-the-openai-python-sdk"]],"Function Calling":[[16,null]],"Function Calling Workflow":[[16,"function-calling-workflow"]],"Get Started":[[14,"get-started"],[22,null]],"Guides":[[14,"guides"],[22,null]],"Header Format":[[20,"header-format"]],"High level architecture":[[9,"high-level-architecture"]],"How Arch-Guard Works":[[21,"how-arch-guard-works"]],"How It Works":[[17,"how-it-works"]],"How to Initiate A Trace":[[20,"how-to-initiate-a-trace"]],"Implementing Function Calling":[[16,"implementing-function-calling"]],"Instrumentation":[[20,"instrumentation"]],"Integrating with Tracing Tools":[[20,"integrating-with-tracing-tools"]],"Intent Matching":[[4,"intent-matching"],[8,"intent-matching"]],"Intro to Arch":[[13,null]],"Key Concepts":[[5,"key-concepts"]],"Key Features":[[4,"key-features"],[16,"key-features"],[17,"key-features"]],"LLM Provider":[[3,null]],"Langtrace":[[20,"langtrace"]],"Listener":[[6,null]],"Local Serving (CPU - Moderate)":[[7,"local-serving-cpu-moderate"]],"Log Format":[[17,"log-format"]],"Messages":[[8,"messages"]],"Metrics Dashboard (via Grafana)":[[18,"metrics-dashboard-via-grafana"]],"Model Serving":[[7,null]],"Monitoring":[[18,null]],"Multi-Turn":[[1,null]],"Multi-Turn RAG (Follow-up Questions)":[[2,"multi-turn-rag-follow-up-questions"]],"Network topology":[[9,"network-topology"]],"Next Steps":[[15,"next-steps"]],"Observability":[[19,null]],"Overview":[[14,null],[20,"overview"]],"Parallel & Multiple Function Calling":[[0,"parallel-multiple-function-calling"]],"Parameter Extraction for RAG":[[2,"parameter-extraction-for-rag"]],"Post-request processing":[[9,"post-request-processing"]],"Prerequisites":[[15,"prerequisites"]],"Prompt Guard":[[8,"prompt-guard"],[21,null]],"Prompt Target":[[4,null]],"Prompt Targets":[[8,"prompt-targets"]],"Prompting LLMs":[[8,"prompting-llms"]],"Prompts":[[8,null]],"Quickstart":[[15,null]],"RAG Apps":[[2,null]],"Request Flow (Egress)":[[9,"request-flow-egress"]],"Request Flow (Ingress)":[[9,"request-flow-ingress"]],"Request Lifecycle":[[9,null]],"Resources":[[22,null]],"Routing Logic":[[4,"routing-logic"]],"Single Function Call":[[0,"single-function-call"]],"Step 1. Create arch config file":[[15,"step-1-create-arch-config-file"],[15,"id2"]],"Step 1: Define Arch Config":[[1,"step-1-define-arch-config"]],"Step 1: Define Prompt Targets":[[0,"step-1-define-prompt-targets"],[0,"id1"],[2,"step-1-define-prompt-targets"]],"Step 1: Define the Function":[[16,"step-1-define-the-function"]],"Step 2. Start arch gateway":[[15,"step-2-start-arch-gateway"]],"Step 2. Start arch gateway with currency conversion config":[[15,"step-2-start-arch-gateway-with-currency-conversion-config"]],"Step 2: Configure Prompt Targets":[[16,"step-2-configure-prompt-targets"]],"Step 2: Process Request Parameters":[[0,"step-2-process-request-parameters"]],"Step 2: Process Request Parameters in Flask":[[2,"step-2-process-request-parameters-in-flask"]],"Step 2: Process Request in Flask":[[1,"step-2-process-request-in-flask"]],"Step 3. Interacting with gateway using curl command":[[15,"step-3-interacting-with-gateway-using-curl-command"]],"Step 3.1: Using OpenAI Python client":[[15,"step-3-1-using-openai-python-client"]],"Step 3.2: Using curl command":[[15,"step-3-2-using-curl-command"]],"Step 3: Arch Takes Over":[[16,"step-3-arch-takes-over"]],"Step 3: Interact with LLM":[[15,"step-3-interact-with-llm"]],"Summary":[[4,"summary"],[20,"summary"],[21,"summary"]],"Tech Overview":[[10,null]],"Terminology":[[9,"terminology"],[11,null]],"Threading Model":[[12,null]],"Trace Breakdown:":[[20,"trace-breakdown"]],"Trace Propagation":[[20,"trace-propagation"]],"Tracing":[[20,null]],"Upstream (Egress)":[[6,"upstream-egress"]],"Use Arch Gateway as LLM Router":[[15,"use-arch-gateway-as-llm-router"]],"Welcome to Arch!":[[22,null]],"What Are Prompt Targets?":[[4,"what-are-prompt-targets"]],"What Is Arch-Guard":[[21,"what-is-arch-guard"]],"What is Function Calling?":[[16,"what-is-function-calling"]],"What is Retrieval-Augmented Generation (RAG)?":[[2,"what-is-retrieval-augmented-generation-rag"]],"Why Prompt Guard":[[21,"why-prompt-guard"]]},"docnames":["build_with_arch/agent","build_with_arch/multi_turn","build_with_arch/rag","concepts/llm_provider","concepts/prompt_target","concepts/tech_overview/error_target","concepts/tech_overview/listener","concepts/tech_overview/model_serving","concepts/tech_overview/prompt","concepts/tech_overview/request_lifecycle","concepts/tech_overview/tech_overview","concepts/tech_overview/terminology","concepts/tech_overview/threading_model","get_started/intro_to_arch","get_started/overview","get_started/quickstart","guides/function_calling","guides/observability/access_logging","guides/observability/monitoring","guides/observability/observability","guides/observability/tracing","guides/prompt_guard","index","resources/configuration_reference"],"envversion":{"sphinx":65,"sphinx.domains.c":3,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":9,"sphinx.domains.index":1,"sphinx.domains.javascript":3,"sphinx.domains.math":2,"sphinx.domains.python":4,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1},"filenames":["build_with_arch/agent.rst","build_with_arch/multi_turn.rst","build_with_arch/rag.rst","concepts/llm_provider.rst","concepts/prompt_target.rst","concepts/tech_overview/error_target.rst","concepts/tech_overview/listener.rst","concepts/tech_overview/model_serving.rst","concepts/tech_overview/prompt.rst","concepts/tech_overview/request_lifecycle.rst","concepts/tech_overview/tech_overview.rst","concepts/tech_overview/terminology.rst","concepts/tech_overview/threading_model.rst","get_started/intro_to_arch.rst","get_started/overview.rst","get_started/quickstart.rst","guides/function_calling.rst","guides/observability/access_logging.rst","guides/observability/monitoring.rst","guides/observability/observability.rst","guides/observability/tracing.rst","guides/prompt_guard.rst","index.rst","resources/configuration_reference.rst"],"indexentries":{},"objects":{},"objnames":{},"objtypes":{},"terms":{"":[0,1,2,3,4,5,6,7,8,9,11,12,13,14,15,16,17,20],"0":[0,1,3,6,7,8,9,11,15,17,20,23],"00":20,"003":8,"005":[0,8,9,23],"03":17,"04":17,"05":15,"050z":17,"05m":7,"06":15,"08":15,"1":[3,5,6,8,9,11,17,18,20,23],"10":[16,17,18,20],"100":[12,20],"10000":[3,6,8,9,15,23],"1022":17,"104":17,"106":17,"10m":8,"10t03":17,"10x":[7,8],"11":15,"11434":3,"12":15,"12000":[3,6,8,11,15,17,20,23],"1234":5,"125":17,"127":[0,1,3,6,8,9,11,15,17,23],"12x":0,"1301":17,"131":15,"140":17,"15":18,"156x":7,"159":17,"16":[15,20],"162":17,"168":17,"1695":17,"1695m":17,"17":17,"18083":[0,17],"192":17,"19901":18,"1d6b30cfc845":17,"2":[3,9,20],"200":[0,2,17],"200m":[0,7,8],"2024":[15,17],"2025":21,"21797":17,"218":17,"24":15,"245":17,"25":15,"254":17,"27":15,"28":15,"288":15,"29":15,"2a5b":17,"3":[0,1,8,20],"30":[3,6,8,9,15],"32":20,"3b":[3,15],"4":[8,16,20],"400":[0,2,5],"429":9,"4317":20,"441":17,"443":[0,1,3,11,15,17],"447":17,"44x":[0,8],"463":17,"469793af":17,"485":15,"49":17,"492z":17,"4o":[0,3,6,7,8,9,15,20,23],"5":[0,1,8,15,20,23],"51":[15,17],"51000":17,"52":17,"53":17,"537z":17,"54":17,"55":17,"556":17,"56":[15,17],"598z":17,"6":20,"60":23,"604197fe":17,"614":17,"647":15,"65":17,"7":[0,2,13,20],"770":17,"78558":15,"7b":23,"8":20,"80":[8,9,11,23],"8001":23,"8080":[0,1],"825":15,"87":17,"8x7b":23,"9":20,"905z":17,"906z":17,"9090":18,"9367":17,"95a2":17,"961z":17,"979":15,"984":17,"984m":17,"9b57":17,"A":[0,2,4,5,6,9,11,12,13,14,16,19],"And":15,"As":[8,15,18,21],"Be":[16,20],"But":11,"By":[2,4,8,9,13,16,17,20,21,23],"FOR":17,"For":[1,2,3,4,6,8,11,12,13,14,15,16,17,20],"If":[0,1,5,8,9,16,21],"In":[0,2,8,9,13,14,15,16,21],"It":[0,9,15,16,19,20,21],"Its":[13,18,20],"No":[8,15],"On":15,"Or":20,"The":[1,2,4,5,7,8,9,11,13,15,16,17,20,22,23],"There":[7,13],"These":[0,2,5,11,13,16],"To":[2,6,8,11,13,15,18,20],"With":[0,2,13,15,20,21],"__main__":[0,2],"__name__":[0,2,20],"a1c":1,"abil":[8,9,11,15,21,23],"abl":11,"about":[0,1,7,8,9,11,13,14,15,17,21,23],"abov":[0,1,2,9,13,18],"abstract":3,"accept":[4,6,8,9,12],"access":[9,15,18,19,20,22],"access_":17,"access_ingress":17,"access_intern":17,"access_kei":[0,1,3,6,8,9,15,23],"access_llm":17,"accident":9,"accordingli":20,"account":[16,20],"accur":[1,2,4,8,11,13,16,21],"accuraci":[2,8,21],"achiev":[8,13,16],"across":[0,1,3,9,13,16,20],"act":[4,6,13,18],"action":[0,4,5,8,9,11,16,21,23],"activ":[9,15],"actual":[0,2,8,20],"ad":[0,11,13,21],"add":[1,2,3,6,8,16,20],"add_span_processor":20,"addit":[1,2,4,6,8,9,19,21],"addition":1,"address":[0,1,3,6,8,9,11,15,23],"adher":21,"adilhafeez":17,"adjust":[11,20],"adopt":20,"advanc":[8,16],"advantag":[8,13],"advic":[0,3,8,9,23],"affect":20,"afraid":16,"african":15,"after":[9,16,20],"against":[8,21],"agent":[1,2,9,11,13,14,16,17,21,22,23],"aggreg":16,"agnost":3,"ai":[2,3,4,9,11,13,14,16,17],"aid":9,"air":1,"airbnb":13,"alert":[17,18],"alertmanag":18,"algorithm":13,"align":8,"all":[0,1,3,6,8,9,12,13,14,20,22,23],"allow":[0,4,8,11,12,13,15,16,20],"along":15,"alongsid":[7,9,11,13],"alreadi":20,"also":[0,3,4,8,9,11,15,23],"altern":[5,21],"alwai":5,"ambigu":16,"amount":12,"an":[0,1,2,3,4,5,9,11,13,15,16,18,20,21,22,23],"analysi":5,"analyt":16,"analyz":[0,4,8,13,16,17,20,21],"ang":8,"ani":[0,1,3,4,8,9,13,14,15,16,20,21],"annot":1,"answer":[1,8,9,23],"anthrop":3,"api":[0,1,3,4,5,6,7,8,9,11,13,14,15,16,17,18,20,22],"api_bas":8,"api_kei":[8,15,20],"api_serv":[4,16,17],"api_vers":18,"apivers":18,"apm":20,"app":[11,13,14,22],"app_serv":[0,8,9,23],"append":[0,2],"appli":[8,9,11,13,14,21,23],"applic":[0,2,3,4,5,6,7,8,9,11,13,14,15,16,17,18,20,21],"applicaton":7,"approach":[2,4,8,20,23],"appropri":[2,4,5,8,9,11],"ar":[0,1,2,3,5,6,7,8,9,11,13,15,16,17,18,20,21,22,23],"arch":[0,2,3,4,5,6,7,9,11,12,17,18,20,23],"arch_config":[1,3,8,11,15],"arch_conifg":23,"arch_llm_listen":17,"archgw":[7,15,18],"archgw_log":17,"architectur":[4,10,11,12,13,20,21],"aris":[5,11],"around":[9,12],"arrai":4,"arriv":9,"art":[8,15,16],"ask":[1,2,15,16,20],"aspect":[13,18],"assist":[0,1,3,8,9,15,20,21,23],"assum":[1,8,15],"attach":4,"attack":21,"attempt":[8,9,13,21],"attent":16,"attribut":[4,20],"aud":15,"augment":9,"australian":15,"author":17,"auto_llm_dispatch_on_respons":[8,9,23],"autom":16,"automat":[6,8,13,16,20,21],"avail":[1,3,7,9,13,20],"averlag":7,"awsxrai":20,"b25f":17,"b265":17,"back":[7,9,20],"backend":[4,8,9,11,13,16,18,20,22],"bad":5,"baht":15,"balanc":[0,8,9,16,23],"base":[0,1,2,3,4,6,8,9,11,13,15,16,21],"base_url":[3,15,20],"basemodel":1,"bash":7,"batch":20,"batchedand":9,"batchspanprocessor":20,"battl":13,"been":[15,16],"befor":[8,9,11,15,21],"begin":15,"behalf":[1,8,9,17],"behavior":[8,9,11,17,21,23],"behind":14,"being":[8,9,11],"belief":[13,22],"below":[1,3,4,7,8,9,15,18,20],"benchmark":16,"benefici":16,"benefit":[1,13,19],"best":[4,6,10,13,19],"better":[13,16,21],"between":[0,3,4,8,9,12,13,16,20,23],"bgn":15,"bill":20,"bin":15,"bind":[3,6,8,11],"blaze":10,"block":[3,12],"blood":1,"blurri":1,"bodi":8,"bool":[8,9,23],"bootstrap":9,"born":[13,22],"borrow":11,"both":[8,13,14,16,18,21],"bound":[8,12],"brazilian":15,"break":17,"breaker":9,"bridg":[4,9,16],"brief":[4,9],"briefli":9,"british":15,"brl":15,"broader":0,"buil":[1,2],"build":[0,2,3,4,6,8,11,12,13,21],"build_with_arch":14,"built":[0,1,7,8,9,11,13,20,22],"bulgarian":15,"busi":[0,4,8,9,11,13,16,22],"bypass":21,"byte":[17,20],"bytes_receiv":17,"bytes_s":17,"c":13,"cad":15,"call":[1,3,4,5,7,8,9,11,13,14,15,17,22],"campaign":[0,11,13],"can":[0,1,2,3,4,5,6,7,8,9,11,13,15,16,17,20,21,23],"canadian":15,"capabl":[0,1,2,4,8,11,13,15,16,22,23],"capit":[3,8,15],"captur":[5,13,20],"care":16,"carefulli":4,"carri":[9,20],"case":[0,13,14],"categor":5,"categori":8,"cathedr":15,"caus":5,"celsiu":[4,16],"center":15,"central":[0,1,3,6,8,9,13,16,17,23],"certain":21,"chain":9,"chanc":21,"chang":[1,2,8,11,20],"charact":20,"chat":[15,17,20],"chat_complet":20,"chatbot":20,"cheaper":[7,8],"cheapest":0,"check":[1,6,8,9,11,16,20],"chf":15,"children":20,"chines":15,"choic":[8,15,20],"choos":16,"chunk":2,"circuit":9,"citi":[4,15,16],"claim":[0,13],"clarif":[1,2],"clarifi":11,"class":[1,3,13],"classif":8,"classifi":21,"claud":8,"cleaner":4,"clear":[5,16,21],"clearer":16,"cli":15,"client":[3,5,6,9,11,12,20],"closest":8,"cloud":[3,10],"cluster":[0,3,8,9,13,23],"cnversat":1,"cny":15,"co":20,"code":[3,5,8,9,11,12,13,15,17],"codebas":[4,20],"codec":9,"coher":3,"colleagu":16,"collect":[0,8,16,18,20],"collector":20,"com":[16,17,20],"combin":[2,16],"comcern":7,"command":7,"comment":[8,11],"commit":20,"common":[0,1,16,20],"commun":[3,5,9,11,15,20],"compact":8,"compani":13,"compar":8,"compat":[13,20,23],"compleix":11,"complet":[3,8,9,15,16,17,20,23],"complex":[0,3,4,6,12,16,20,21],"complianc":21,"compliant":3,"compon":[4,9,13,20],"compos":15,"composit":8,"comprehens":15,"concept":[1,10,11],"concern":9,"concis":9,"confid":21,"config":[11,18,20],"configiur":18,"configur":[0,1,2,3,7,8,10,11,12,13,15,19,20,22],"confirm":[8,9,16,20,23],"congratul":15,"connect":[0,4,6,7,8,9,11,12,13,15,23],"connect_timeout":[0,8,9,23],"conpleix":1,"consid":8,"consider":1,"considert":1,"consist":[11,13,16,20],"consol":20,"constraint":21,"contain":[7,8,9,11,13,15,20,21],"content":[1,5,8,15,20,21],"context":[4,5,9,11,13,15,16,20],"contextu":2,"continu":13,"contribut":15,"contributor":22,"control":[7,11,12,23],"conveni":1,"conver":2,"convers":[0,1,2,8,13],"convert":15,"coordin":12,"copilot":13,"core":[1,9,15],"corpu":21,"correct":[1,5,8,21],"correctli":20,"correspond":9,"cost":[1,7,13],"could":[0,8,9,11,16,23],"count":9,"covners":1,"cpu":[9,10],"creat":[0,3,5,6,8,9,11,13,14,16,20,23],"create_gradio_app":1,"createus":5,"creativ":16,"credenti":20,"crime":8,"criteria":21,"critic":[0,2,5,8,9,11,13,16,18,20,23],"crucial":[16,17,20],"cultur":15,"curiou":[8,9,15,21,23],"currency_exchang":15,"currency_symbol":15,"current":[4,16],"custom":[8,14,20],"cutov":13,"czech":15,"czk":15,"dai":[0,2],"dame":15,"danish":15,"dashbaord":18,"dashboard":[16,19,20],"data":[0,2,4,8,9,11,13,15,16,18,20,21],"databas":[0,2,16],"datadoghq":20,"dataset":0,"datasourc":18,"date":[4,15,16],"davinci":8,"dc":17,"dd_site":20,"debug":[0,2,9,17,20],"decemb":15,"decis":[0,3,7,8,9,11,23],"decrypt":9,"dedic":8,"deep":[6,14],"deeper":15,"def":[0,1,2,16,20],"default":[0,1,2,3,6,7,8,9,15,17,23],"defens":21,"defin":[3,8,9,15,20,23],"definit":[11,16],"defram":9,"degrad":5,"deliv":16,"deliveri":9,"demo":15,"demonstr":16,"depend":[0,9,13,15],"deploi":[7,9,13,20],"deploy":13,"depth":4,"describ":[1,2,5,9],"descript":[0,1,2,4,8,9,15,16,23],"design":[0,4,5,7,8,9,11,13,14,16,18,20],"desir":[4,16],"destroi":9,"detail":[1,2,3,5,6,8,9,11,13,16,17,20],"detect":[1,2,7,8,9,11,13,21],"determin":[4,9,16,20],"dev":[7,15],"develop":[1,2,3,4,5,6,8,9,13,14,15,20,21],"devic":[0,1,2,4,7,8,9,23],"device_id":[0,2,8,9,23],"device_reboot":0,"device_summari":[0,2],"diabet":1,"diabeter":1,"diagnos":1,"dictionari":8,"differ":[0,3,4,8,9,16,20,23],"difficult":13,"dipatch":1,"direct":[4,6],"directli":[8,11],"disast":13,"discov":14,"diseas":1,"disease_diagnos":1,"diseases_symptom":1,"dispatch":9,"displai":[5,16],"distribut":[8,9,20],"dive":[11,14,15],"divers":[4,21],"dkk":15,"dn":6,"do":[4,8,13,15,17],"doc":[2,14],"docker":[0,3,15,18,20],"document":[4,8,11,14,15,20],"doe":[0,4,16,21],"dollar":15,"domain":[9,16],"don":[1,7,16],"down":17,"downstream":[1,8,9,10,11,12,16,20],"downtream":9,"dramat":7,"draw":8,"driven":[14,15],"dropbox":13,"due":5,"durat":[9,17],"dure":[5,9],"dynam":[8,16,21],"e":[4,9,11,16,17,20],"each":[1,4,8,9,13,16,17,20],"earli":[8,9,13],"earlier":9,"eas":20,"easi":[15,16,20],"easier":[6,15,17],"easili":[3,13,20],"easilli":1,"econom":1,"ecosystem":20,"edg":[9,13,16],"edit":18,"effect":[1,4,8,13,14],"effici":[0,1,2,4,7,8,15,20],"egress":[3,10,11,13,14],"egress_traff":[15,23],"eiffel":15,"either":[9,16],"elasticsearch":17,"element":4,"elk":17,"email":[4,16],"embarrassingli":12,"embed":[8,17,21,23],"emiss":1,"empow":[4,21],"enabl":[0,2,3,4,5,7,9,11,13,16,20,23],"enchanc":8,"encount":[9,11],"encrypt":9,"end":[1,4,13,20],"endpoint":[0,1,2,3,4,5,8,9,11,15,16,18,20,23],"energi":1,"energy_sourc":1,"energy_source_info":1,"energysourcerequest":1,"energysourcerespons":1,"enforc":9,"engag":[0,9,13],"engin":[1,2,8,13],"enhanc":[2,4,9,15,20,21],"enough":5,"enrich":[1,4,8,11],"ensur":[0,3,4,5,6,8,9,13,15,16,20,21],"entir":[13,20],"entri":6,"enum":[1,4,8,9,16,23],"env":15,"environ":[15,16,20],"envoi":[3,6,8,9,11,12,13,22],"equal":12,"equival":15,"error":[0,1,2,4,9,10,11,13,18,20,21,22],"error_target":23,"error_target_1":23,"essenti":[4,6,14,21],"establish":[0,8,9,23],"etc":[3,8,9,11,13,15,23],"ethnic":21,"eu":20,"eur":15,"euro":15,"evalu":8,"evaluation_interv":18,"even":[0,16],"evenli":9,"event":[0,9],"everi":17,"exactli":9,"exampl":[0,6,9,10,11,15,17,23],"exceed":9,"excel":21,"except":5,"exception":13,"excess":[1,9],"exchang":15,"exclus":13,"execut":[5,8,9,16,21],"exist":[9,20],"expect":[5,16],"expens":1,"experi":[2,4,8,9,13,15,16,21],"explain":16,"explan":[4,16],"explanatori":17,"explicitli":21,"explor":[14,15],"export":[17,18,20],"expos":[0,6,8,13,17,21],"extend":[13,14],"extern":[0,2,20],"extract":[0,1,4,8,9,11,13,16,20,23],"extrem":8,"f":[0,1,2,16,17,20],"f376e8d8c586":17,"face":8,"facilit":20,"fact":[0,3,8,9,23],"fahrenheit":[4,16],"fail":[3,5,9,11],"failov":[0,1,3,6,8,9,23],"failur":5,"fair":9,"fallback":5,"fals":[2,8,9,23],"familiar":9,"familizari":1,"faser":0,"fashion":[1,9,15],"fast":[1,2,8,10,11,13,14,15,22],"fastapi":1,"faster":[2,7,8,11,20],"fastest":0,"fatigu":1,"fault":[3,8],"fc":9,"fc1b":0,"featur":[8,11,13,14,19,20,21,23],"feed":17,"feedback":[5,8,21],"feel":1,"fetch":[15,16],"few":[11,17,20],"field":[1,17],"file":[1,3,4,6,8,9,18],"filter":[6,9,12,13,21],"final":9,"find":16,"first":[1,3,7,8,9,13,15,16,18,21],"firtst":1,"fit":9,"flag":[8,9,20,21,23],"flask":0,"flexibl":[13,18,20],"flow":[5,10,13,14,16,17,20],"fluentd":17,"focu":[0,1,9,13],"focus":[8,16],"follow":[1,3,4,5,7,8,9,11,13,15,17,20,23],"forint":15,"form":16,"format":[4,8,13,16,18,19,21],"forth":9,"forwad":8,"forward":[1,5,7,8,9,11,12,17,20],"fossil":1,"found":[1,17],"framework":[8,18,20],"franc":[3,8,15],"francisco":[4,16],"frankfurt":15,"frankfurther_api":15,"free":1,"frequent":1,"friendli":16,"from":[0,1,2,3,4,5,6,8,9,11,12,13,15,16,20,23],"fromth":11,"front":13,"frontier":[0,8],"fuel":1,"fulfil":13,"full":[4,8,11,15,23],"function":[4,5,7,8,9,11,12,13,14,22],"function_cal":14,"functionvalidationerror":5,"fundament":4,"further":[8,15,20],"g":[4,9,11,16,17,20],"ga":1,"gap":16,"gastronomi":15,"gatewai":[3,9,11,13,14,16,17,18,20,22,23],"gather":[0,9,13],"gbp":15,"genai":[4,15,22],"gener":[0,4,7,9,11,12,13,14,15,16,18,20,21],"get":[0,1,2,4,7,9,15,16,20,23],"get_device_statist":2,"get_device_summari":[0,2],"get_info_for_energy_sourc":1,"get_json":[0,2],"get_supported_curr":15,"get_trac":20,"get_weath":[4,16],"get_workforc":1,"github":[8,15],"give":13,"given":[0,2,9],"global":[15,18],"glucos":1,"go":[0,13],"goal":13,"googl":13,"got":5,"govern":[1,13],"gpt":[0,1,3,6,7,8,9,15,16,20,23],"gpu":10,"gr":1,"grace":5,"gracefulli":[5,11],"gradio":1,"grafana":19,"greenhous":1,"group":0,"grpc":20,"guard":[9,10,13,14,22],"guardail":7,"guardrail":[5,8,9,11,13,14,15,21,23],"guid":[3,8,15,16,20,21],"guidelin":21,"gurdrail":6,"ha":[8,9,13,15,16,20],"hallucin":17,"handel":[8,9,23],"handl":[0,1,2,3,4,5,6,8,9,11,12,13,14,16,20,21,22],"handle_request":20,"handler":[4,8,9],"hardwar":12,"harm":[8,9,21],"hate":8,"have":[1,7,13,15,16,20,21],"haven":1,"hazard":8,"hcm":9,"header":[9,10,11,13,15,19],"health":9,"healthi":[9,15],"hello":20,"help":[0,1,2,3,4,5,7,8,9,11,13,14,15,16,18,20,21,23],"here":[0,2,4,6,8,9,11,15,16,17,20,21],"hexadecim":20,"high":[0,1,3,8,10,13,14,16],"highli":[1,2,16],"hint":15,"histori":[1,16],"hkd":15,"hong":15,"honor_timestamp":18,"horrid":13,"host":[0,3,6,7,8,9,11,17,18],"hostconnect":11,"hostnam":[0,8,9,23],"how":[0,1,2,3,4,7,8,9,13,14,15,16,18,19],"howev":9,"html":14,"http":[3,5,7,8,9,13,15,16,17,18,20,22],"http_method":[1,23],"httpexcept":1,"huf":15,"hug":8,"huggingfac":[0,1],"human":[4,5],"hungarian":15,"hygien":13,"i":[0,1,3,4,6,7,8,9,11,12,13,15,17,18,20,22,23],"iam":20,"iceland":15,"icon":15,"id":[0,2,5,9,17,20],"idea":14,"identif":16,"identifi":[0,2,4,5,8,9,16,20,23],"idr":15,"il":15,"illustr":1,"immedi":21,"impact":20,"implement":[8,9,20,21],"import":[0,1,2,3,8,15,16,17,20],"improp":5,"improv":[2,7,13,14,21],"in_path":15,"incent":1,"includ":[1,2,3,4,6,9,13,15,16,17,18,20,21,22],"incom":[6,7,8,9,11,16,20,23],"incomplet":16,"incredibli":13,"indian":15,"indic":[4,9,20],"indonesian":15,"industri":8,"infer":13,"info":15,"inform":[0,1,2,4,5,8,9,11,13,16,17,20,21,23],"information_extract":[8,9,23],"infrastructur":[3,13,22],"ingress":[8,10,11,13,14],"ingress_traff":[3,6,8,9,15,23],"init":20,"initi":[1,3,6,9,11,19],"inject":[20,21],"inner":9,"innov":15,"input":[0,4,5,16,21],"input_guard":[8,9,15,21,23],"inr":15,"insecur":20,"instal":[15,20],"instanc":[3,9,11,23],"instead":16,"instruct":[7,14,23],"instrument":18,"insur":[0,13],"insurance_claim_detail":17,"int":[0,2],"integ":[0,2,5],"integr":[2,3,4,13,14,15,16,17,18,19,22],"intellig":[3,4,7,9,11,13,14,22],"intend":21,"intent":[0,7,9,16,23],"interact":[0,8,13,14,16,17,20,21],"intercept":8,"interest":15,"interfac":3,"interfer":15,"intern":[0,2,3,9,11,18,20],"interoper":20,"interpret":[5,16],"intro":[14,22],"intro_to_arch":14,"introduc":[11,14],"invalid":[5,16],"inventori":20,"investig":20,"invoc":[4,16],"invok":[0,4,5,16],"involv":[0,4,13],"ip":[0,8,9,23],"ip1":[0,8,9,23],"ip2":[0,8,9,23],"isdefault":18,"isinst":[0,2],"isk":15,"isol":15,"isra":15,"issu":[5,11,20],"item":[4,8],"iter":16,"itinerari":16,"its":[0,1,4,7,8,9,11,12,13,15,20],"itself":[3,6,8],"jaeger":20,"jailbreak":[8,9,13,15,21,23],"japanes":15,"java":13,"job_nam":18,"jpy":15,"jq":15,"json":[1,5,15,16],"jsonifi":[0,2],"just":[0,1,3,8,9,23],"keep":[11,16],"kei":[0,1,3,6,7,8,9,10,19,20,23],"kept":23,"kibana":17,"kind":5,"king":16,"know":[7,8,11,21],"knowledg":[1,2,6,9,14],"known":[8,15],"kong":15,"korean":15,"koruna":15,"krona":15,"krone":15,"krw":15,"kr\u00f3na":15,"kubernet":20,"l7":13,"landmark":15,"langtrace_api_kei":20,"langtrace_python_sdk":20,"languag":[2,9,13,16,20],"larg":[2,8,9,12,13,16,20],"last":[0,1,2],"latenc":[0,1,2,7,8,13,16,18],"later":5,"latest":[3,15],"layer":[8,13,20,21],"lead":[8,13,21],"learn":[13,14,15,16],"let":17,"leu":15,"lev":15,"level":[3,6,7,10,13,14,16],"leverag":[2,4,20],"libev":9,"librari":[3,13],"lifecycl":[10,22],"lifetim":[9,12],"lightweight":[0,13],"like":[1,2,3,4,5,6,8,9,11,13,15,16,17,18,20,21,23],"limit":[0,1,3,6,8,9,23],"line":13,"linearli":13,"lira":15,"list":[0,2,4,8,9,15,23],"listen":[0,1,3,8,9,10,11,15,20,22,23],"listner":6,"live":9,"ll":[0,1],"llama":3,"llama3":3,"llm":[0,1,2,6,7,9,10,11,13,14,16,18,20,21,22,23],"llm_provid":[0,1,3,6,8,9,14,15,23],"load":[0,8,9,23],"local":[1,3,6,8,9,10],"localhost":[15,18,20],"locat":[4,11,16],"log":[5,9,11,18,19,20,22],"logic":[0,1,3,5,6,8,9,11,13,14,16,21,22,23],"long":1,"look":[4,8,9,15,21,23],"loop":9,"louvr":15,"low":[0,7,16],"lower":1,"m":15,"machin":12,"made":15,"mai":[0,9,21],"main":[9,11,15,20],"maintain":[4,9],"major":[12,15],"make":[0,1,3,5,6,7,8,9,11,13,15,16,17,20],"malaysian":15,"malici":[9,21],"manag":[0,1,3,4,5,6,7,8,9,13,14,15,16,17,20,21,23],"managemet":6,"mandatori":4,"mani":[9,20],"manipul":[0,13,18],"manual":[1,2],"manufactur":[0,3,8,9,23],"map":16,"mark":4,"masssiv":13,"match":[0,9,23],"matter":[13,16],"max":[0,8,9,23],"maximum":4,"me":15,"mean":[15,17,20],"meaning":5,"measur":[13,18],"mechan":[0,3,14,16,21],"meet":[16,21],"messag":[1,5,9,10,15,16,20,21,23],"message_format":[0,1,3,6,8,9,15,23],"metadata":[4,8,11,17],"method":[0,1,2,17],"metric":[11,13,19,20],"metrics_path":18,"mexican":15,"might":[7,21],"mind":[16,20],"mini":20,"minim":[6,20,21],"minimum":4,"ministr":[3,15],"minor":21,"minut":[1,2],"misalign":21,"misformat":21,"miss":[0,5,13],"mistak":21,"mistral":[3,15,23],"mistral8x7b":23,"mistral_api_kei":[15,23],"mistral_loc":23,"mistrallocal7b":23,"misus":21,"mode":7,"model":[0,1,2,3,6,8,9,10,11,13,15,16,20,21,22,23],"model_serv":17,"moder":10,"modern":[18,20],"modif":9,"modifi":1,"modul":20,"modular":4,"monitor":[8,9,13,14,17,19,20,22],"more":[0,1,2,4,6,8,11,12,13,16,17,20,21],"most":[0,4,8,12,15,16,17],"multi":22,"multipl":[4,9,12,16],"museum":15,"must":[0,2,20],"mxn":15,"my":[8,9,15,21,23],"myr":15,"n":15,"n1":15,"n10":15,"n11":15,"n12":15,"n13":15,"n14":15,"n15":15,"n16":15,"n17":15,"n18":15,"n19":15,"n2":15,"n20":15,"n21":15,"n22":15,"n23":15,"n24":15,"n25":15,"n26":15,"n27":15,"n28":15,"n29":15,"n3":15,"n30":15,"n31":15,"n4":15,"n5":15,"n6":15,"n7":15,"n8":15,"n9":15,"name":[0,1,2,3,4,6,8,9,11,15,16,18,20,23],"nativ":18,"natur":[5,8,9,16,23],"navig":[14,21],"necessari":[4,8,9,16],"need":[0,1,4,7,8,9,11,14,15,16,18,20],"network":[0,3,6,7,8,10,11,13,14,16,23],"network_qa":0,"network_summari":0,"never":15,"new":[1,4,15,16,20],"next":[16,22],"nif":15,"nli":[8,23],"nok":15,"non":12,"none":1,"norwegian":15,"note":[7,11,17,18,23],"notr":15,"nuanc":[13,22],"number":[2,9,12,16],"numer":4,"nzd":15,"o":[1,20],"object":[1,17],"observ":[3,13,14,18,20,22,23],"occur":5,"offer":[0,1,3,8,9,11,13,21,23],"often":[1,2,16],"ollama":3,"on_except":[8,9,15,21,23],"onc":[0,1,2,8,9,12,15,16,20],"one":[0,9,11,15,16,20],"ones":[1,16],"ongo":16,"onli":[4,6,7,8,9,15,16,21,23],"opaqu":[13,22],"open":[1,4,18,20],"openai":[0,1,6,9,17,20,23],"openai_api_kei":[0,1,3,6,8,9,15,20,23],"opentelemetri":[13,18,23],"oper":[9,11,13,15,16],"optim":[6,16,20],"option":[0,1,2,4,7,14,20],"oral":1,"order":[9,16,20],"orient":16,"origin":[8,11,13,17],"oss":3,"otel":20,"other":[5,7,9,11,13,15,16,20],"otlp":20,"otlp_export":20,"otlpspanexport":20,"our":[2,7,8,9,13,16],"out":[11,13,16,22],"outbound":[3,13,15,20],"outgo":[6,16,20],"outlin":9,"outperform":0,"output":[2,13,16,18,21],"outsid":[13,22],"over":[0,2,3],"overal":[4,7],"overid":23,"overload":9,"overrid":[8,9,15,23],"overview":[1,19,22],"overwhelm":9,"own":9,"p50":[0,8],"packag":[15,20],"page":8,"pai":16,"pain":13,"pair":8,"par":16,"parallel":[9,12,16],"param":[16,18],"paramet":[1,5,8,9,13,15,16,21,23],"parent":20,"pari":15,"pars":[5,16,17],"part":[9,13,16,20],"particular":[4,16],"pass":[8,9,17],"past":2,"path":[0,1,2,4,8,9,11,15,16,17,23],"payment":[16,20],"pend":20,"per":[9,13,16,17,18],"perceiv":[13,18],"perform":[0,4,6,7,8,9,12,13,16,20,21],"performimg":8,"period":9,"person":[0,4,13,14,15,16,22],"peso":15,"phase":8,"philippin":15,"php":[13,15],"piec":[4,8],"pilot":20,"pip":[15,20],"pipelin":[9,20],"place":[9,16],"placehold":[0,2,20],"plan":[8,11],"pleas":[2,5,7,8,16],"pln":15,"pod":20,"point":[6,8,16],"polici":[9,20],"polish":15,"pollut":1,"pool":9,"popul":15,"popular":20,"port":[0,1,3,6,8,9,11,15,23],"possibl":5,"post":[0,1,2,17,23],"potenti":8,"pound":15,"power":[1,8,16,20,21],"practic":[4,6,9,10,13,14,19],"pre":[9,21],"preced":20,"precis":[1,2,16],"predefin":[0,4,8,11,13],"prefer":[16,20],"premis":[3,7],"prepar":20,"presenc":[3,6],"present":[2,13,16,20],"prevent":[9,13,20,21],"previou":[1,2],"price":[7,15],"primari":[6,8,12],"primit":[3,6,11,22],"primitv":8,"print":[3,8,15,16,20],"priorit":21,"privaci":8,"proce":[8,9,23],"process":[4,5,7,8,11,12,13,14,16,17,18,20,21],"process_customer_request":20,"processess":1,"processor":20,"produc":16,"product":[16,20],"profil":16,"program":[8,9,21,23],"project":[4,13,22],"prometheu":18,"promethu":18,"promot":9,"prompt":[1,3,5,6,7,9,10,11,12,13,14,15,18,22,23],"prompt_guard":[8,9,14,15,23],"prompt_target":[0,1,2,4,8,9,11,14,15,16,23],"prompt_target_intent_matching_threshold":23,"prone":[1,2],"propag":[8,13,19],"proper":20,"properli":11,"protect":[20,21],"proto":20,"protocol":[3,9,15,17,20],"proven":13,"provid":[0,1,2,4,5,6,8,9,11,13,14,15,16,17,18,20,21,22,23],"provider_interfac":[3,6,8,9,15,23],"proxi":[8,9,11,18],"publish":18,"pull":2,"purchas":[0,3,8,9,23],"purpos":[0,4,7,8,9,11,13],"pydant":1,"python":[13,17],"q":[0,16],"q1":21,"qualiti":2,"queri":[0,1,2,4,15,16,20],"question":[1,8,9,23],"quick":20,"quickli":[7,13,14,15],"quickstart":[14,22],"rag":[8,9,11,14,22],"rag_energy_source_ag":1,"rais":16,"rand":15,"random_sampl":20,"rang":[0,2,11,18,20],"rare":9,"rate":[3,8,9,13,15,18,20,23],"rather":[2,5],"raw":5,"rch":11,"re":[1,2,8,9,15,16,20,21,23],"reach":21,"read":[1,6,8,9,13,16,20],"readabl":[4,5],"real":[0,2,15,16],"realli":13,"reboot":[0,2,4,8,9,23],"reboot_devic":[0,4],"reboot_network_devic":[8,9,23],"receiv":[5,8,9,11,16,17,20,21],"recept":9,"recognit":[4,8],"recommend":[1,9,12,15],"record":[13,20],"recoveri":13,"reddit":13,"reduc":[1,21],"refer":[0,2,7,11,15,16,17,20,22],"refin":8,"region":20,"reject":[8,13],"relat":[0,7,9,11,13,18,20],"relev":[0,1,2,4,9,16],"reli":[2,8,20],"reliabl":[2,3,6,16,21],"remain":16,"rememb":16,"remind":16,"renew":1,"renminbi":15,"repeat":21,"replac":20,"repositori":15,"repres":[8,13,20],"request":[5,6,8,10,11,13,15,16,17,20,21,22],"requestsinstrumentor":20,"requir":[0,1,2,4,5,6,8,9,13,15,16,22,23],"resili":[8,13],"resolv":20,"resourc":[15,19],"respect":[17,18],"respond":[5,13,18,20],"respons":[0,1,2,3,4,5,8,9,11,14,15,16,17,20,21,23],"response_cod":17,"response_flag":17,"rest":[9,12],"result":[0,16],"retri":[0,1,3,6,8,9,13,23],"retriev":[0,8,9,11,16],"return":[0,1,2,4,9,11,16,20,21],"revers":9,"ringgit":15,"risk":21,"roadmap":8,"robin":[0,8,9,23],"robust":[8,13,16,21,22],"role":[5,8,15,20],"romanian":15,"ron":15,"root":5,"round":[0,8,9,23],"rout":[0,2,3,6,8,9,11,13,22,23],"router":[4,9],"routin":16,"rule":16,"run":[0,2,7,8,9,11,13,15,20],"runtimeerror":5,"rupe":15,"rupiah":15,"safer":21,"safeti":[6,8,13,21],"sai":16,"same":[13,16,22],"sampl":[15,18,20,23],"sampling_r":23,"san":[4,16],"sanit":[9,21],"save":1,"scalabl":[4,15],"scale":[3,9,13,14],"scenario":[0,1,2,7,8,9,13,14,16,23],"schedul":[8,11,16],"schema":[4,15],"scheme":18,"scienc":16,"score":8,"scrape_config":18,"scrape_interv":18,"scrape_timeout":18,"screenshot":18,"script":[15,16],"scrutini":21,"sdk":20,"seamless":[3,16],"seamlessli":[3,4,18,20],"seattl":16,"section":[1,2,3,4,6,8,9,14,20],"secur":[3,6,8,9,13,14,20,21,22],"see":[6,8,11],"sek":15,"select":[9,15],"self":[7,9,11,13,17],"semant":8,"send":[3,8,9,11,16,20,23],"sender":8,"sensit":20,"sent":[9,17],"separ":[4,7,9,11,12],"sequenti":0,"serv":[9,10,11,22],"server":[5,7,9,11,13,15],"servic":[0,2,4,8,9,16,17,20],"set":[6,7,8,9,11,13,14,15,16,20,23],"set_tracer_provid":20,"setup":[1,6,8,16,20],"sever":[9,13,18],"sgd":15,"shape":13,"share":[8,9,11],"sheqel":15,"should":[4,5,9,16],"show":[1,3,15],"side":5,"signatur":16,"signifc":2,"similar":8,"simpl":[8,11,15,16,20],"simpli":[3,6,8,15,20],"simplic":9,"simplif":6,"simplifi":[3,4,6,14,20],"simul":[0,2],"simultan":0,"sinc":[8,15],"singapor":15,"singl":[1,8,11,12,13,16,23],"sit":[13,14,16],"site":20,"skimp":16,"slow":[1,2],"slowest":7,"small":[12,13],"smart":[13,16],"smarter":2,"sni":9,"so":[0,1,2,7,8,11,13,16],"socket":9,"softwar":[8,13],"solar":1,"sole":2,"solut":4,"some":[1,9,12,15,16,18],"sonnet":8,"sota":16,"sourc":[1,2,15,16,18,20],"south":15,"span":[9,20],"span_processor":20,"special":[13,14,20],"specif":[0,1,2,4,5,7,8,9,13,15,16,20,21,23],"specifi":[2,4,9,11,16],"speed":[2,7,13,18],"spell":16,"spend":12,"sporad":12,"sql":2,"stack":[5,13,14,16,17],"stage":21,"stai":8,"standalon":20,"standard":[13,20],"start":[3,6,7,8,11,20],"start_as_current_span":20,"start_tim":17,"stat":[0,2,9,18],"state":[4,8,9,15,16],"static":9,"static_config":18,"statist":[0,2,9],"statu":[16,17,20],"step":[14,20,22],"stock":20,"store":[2,18],"str":[1,4,8,9,15,16,23],"straightforward":16,"stream":9,"streamlin":[2,4,6],"string":5,"strip":8,"stripe":13,"structur":[2,17],"struggl":[1,2],"stuff":16,"submit":16,"substanti":13,"subsystem":[0,3,6,7,8,9,13,23],"subsytem":8,"success":[13,15],"successfulli":15,"sugar":1,"suggest":[16,21],"suit":13,"suitabl":[4,16],"summar":[1,4,8,9,11,16,23],"summari":[1,8,9,16,19,23],"support":[0,1,3,4,8,9,11,13,15,18,20,21],"sure":[5,20],"sustain":1,"swedish":15,"swiss":15,"switch":3,"symbol":15,"symptom":1,"system":[0,1,3,5,6,8,9,13,15,16,17,20,21,22,23],"system_prompt":[0,1,3,8,9,15,23],"t":[1,7,16],"tail":17,"tailor":[0,13,16,21],"take":[8,9,11,13],"taken":17,"talk":1,"target":[1,3,6,9,10,11,14,15,18,22,23],"task":[0,8,9,11,12,13,16],"tcp":9,"tech":[1,14,20,22],"tech_overview":14,"technic":20,"techniqu":[1,2,8,21],"technologi":[1,13,14],"telemetri":[13,18,20],"temperatur":[4,16],"term":1,"termin":13,"terminologi":[10,22],"test":[1,7,13,16],"text":[8,9,16],"tft":[13,18],"thai":15,"than":[0,2,7],"thb":15,"thei":[4,21],"them":[2,4,5,9,11,16,21],"thi":[0,1,2,3,4,5,6,7,8,9,11,12,13,14,15,16,17,20,23],"thing":11,"think":16,"thirst":1,"thoroughli":16,"those":[0,1,2,11,20],"thread":[9,10,22],"three":[7,9,13,18],"threshold":23,"through":[1,3,8,9,13,16,17,20],"throughput":[0,16],"time":[0,2,8,9,13,16,17,18,23],"time_rang":[0,2],"timeout":[3,6,8,9,15,18,23],"timestamp":9,"tip":10,"tl":[9,13],"tls_certif":[0,1],"todai":[9,15,21],"token":[1,7,8,13,18],"toler":[1,3,8],"too":9,"took":17,"tool":[5,13,17,18,19,21],"top":[3,6,12],"topologi":10,"tot":[13,18],"total":[13,17,18],"tower":15,"trace":[5,8,9,11,13,18,19,22,23],"trace_export":20,"tracepar":[13,19],"tracer":20,"tracer_provid":20,"tracerprovid":20,"track":15,"tradit":[13,22],"traffic":[3,6,8,9,13,14,16,17],"train":21,"transact":16,"transpar":13,"transport":9,"travel":[8,11,16],"travers":9,"treat":[8,9,23],"trigger":[0,11,14,16],"trivial":9,"troubleshoot":[4,5,14],"true":[0,1,2,3,4,6,8,9,15,16,18,20,23],"try":15,"turbo":[0,1],"turkish":15,"turn":[16,22],"tutori":14,"two":[0,7,8,9,11],"type":[0,1,2,4,5,8,9,11,15,16,18,23],"typic":[9,16],"typo":21,"ui":9,"unauthor":8,"under":17,"understand":[13,14,16,18,20,21],"undifferenti":[9,11,13],"unexpect":16,"unifi":3,"uniformli":20,"uniqu":[4,20],"unit":[4,15,16],"until":9,"unwant":9,"up":[1,7,11,14,15,20],"updat":[0,1,9,13,15,16],"upgrad":[3,9,13],"upon":9,"upstream":[1,8,9,10,11,13,14,16,17,18,23],"upstream_host":17,"urin":1,"url":[8,15,18],"us":[0,1,2,4,6,7,9,11,13,14,17,19,23],"usabl":21,"usag":[1,3,4,9,13,16,18],"usd":15,"user":[0,1,2,4,5,8,9,11,13,15,16,17,18,20,21,22],"user_id":5,"usi":20,"usual":[8,15],"util":[8,9,15],"v":20,"v0":[0,1,3,6,8,9,15,23],"v1":[6,15,17,20],"v2":[15,18],"v24":15,"v3":15,"valid":[0,2,14,15,16,21],"validationerror":5,"valu":[0,4,8,9,16,20,21,23],"valueerror":16,"variabl":[15,20],"varieti":9,"variou":[12,13,16,20],"ve":[1,15],"vector":[2,8],"vendor":3,"venv":15,"veri":[9,20],"verif":20,"verifi":20,"version":[0,1,3,6,8,9,15,20,23],"via":[0,1,5,7,9,11,13,14,15,19,20,21,23],"view":[18,20],"violat":[5,9,11,21],"violent":8,"virtual":15,"visibl":17,"vision":1,"visit":8,"vpc":7,"w3c":[13,20],"wa":[9,13,16,17,22],"wai":[0,1,2,3,6,8,9,13,23],"wait":[0,8,9,23],"want":[0,11,13,15,16],"watch":16,"we":[1,3,9,11,12,15,21],"weather":[4,16],"weather_info":16,"web":[9,11],"welcom":14,"well":13,"were":17,"what":[1,3,5,8,13,15,17],"when":[0,1,2,3,5,6,8,9,11,16,20],"where":[0,4,7,8,9,11,13,14,15,16,17,21,23],"whether":[4,16],"which":[0,2,3,6,7,9,13,16,17,18,20,22],"while":[1,8,12,14,16,21],"wide":[9,11,18,20],"wind":1,"window":15,"within":[0,4,8,9,14,16,21,23],"without":[6,9,13,14],"won":15,"work":[7,11,13,16,19,20,23],"worker":[9,12],"workflow":14,"workload":12,"would":[0,2,9,23],"write":[0,1,2,13,14],"written":[9,12,13],"x":[5,9,11,15,17],"yaml":[0,1,3,11,15,18,20],"yen":15,"yml":[3,8,23],"york":[4,16],"you":[0,1,2,3,4,5,6,7,8,9,11,13,14,15,16,18,20,21,23],"your":[0,1,2,3,4,6,7,8,9,11,13,14,15,16,17,18,20,21],"yourself":1,"yourweatherapp":16,"yuan":15,"zar":15,"zealand":15,"zeroshot":17,"z\u0142oti":15},"titles":["Agentic Apps","Multi-Turn","RAG Apps","LLM Provider","Prompt Target","Error Target","Listener","Model Serving","Prompts","Request Lifecycle","Tech Overview","Terminology","Threading Model","Intro to Arch","Overview","Quickstart","Function Calling","Access Logging","Monitoring","Observability","Tracing","Prompt Guard","Welcome to Arch!","Configuration Reference"],"titleterms":{"1":[0,1,2,15,16],"2":[0,1,2,15,16],"3":[15,16],"A":20,"It":17,"access":17,"ad":3,"addit":20,"adjust":1,"agent":[0,8,15,20],"ai":[15,20],"an":8,"app":[0,1,2,8],"ar":4,"arch":[1,8,13,14,15,16,21,22],"architectur":9,"augment":2,"aw":20,"basic":4,"benefit":[20,21],"best":[5,16,20],"blaze":7,"breakdown":20,"build":[1,14,15,22],"call":[0,16],"case":16,"client":[8,15],"cloud":7,"command":15,"concept":[5,14,22],"config":[1,15],"configur":[4,6,9,16,18,21,23],"convers":15,"cpu":7,"creat":15,"curl":15,"currenc":15,"custom":3,"dashboard":18,"datadog":20,"default":4,"defin":[0,1,2,4,16],"demo":1,"downstream":6,"egress":[6,8,9],"error":5,"exampl":[1,3,4,5,8,16,20,21],"extract":2,"fast":7,"featur":[4,16,17],"file":15,"flask":[1,2],"flow":9,"follow":2,"format":[17,20],"function":[0,16],"gatewai":[8,15],"gener":2,"get":[14,22],"gpu":7,"grafana":18,"guard":[8,21],"guid":[14,22],"header":[5,20],"high":9,"how":[17,20,21],"i":[2,16,21],"implement":16,"ingress":[6,9],"initi":20,"instrument":20,"integr":20,"intent":[1,4,8],"interact":15,"intro":13,"kei":[4,5,16,17],"langtrac":20,"level":9,"lifecycl":9,"listen":6,"llm":[3,8,15],"local":7,"log":17,"logic":4,"match":[4,8],"messag":8,"metric":18,"model":[7,12],"moder":7,"monitor":18,"multi":[1,2],"multipl":0,"network":9,"next":15,"observ":19,"openai":[3,8,15],"opentelemetri":20,"over":16,"overview":[10,14,20],"parallel":0,"paramet":[0,2,4],"post":9,"practic":[5,16,20],"prerequisit":15,"process":[0,1,2,9],"prompt":[0,2,4,8,16,21],"propag":20,"provid":3,"python":[3,15,20],"question":2,"quickstart":15,"rag":[1,2],"rai":20,"refer":23,"request":[0,1,2,9],"resourc":[20,22],"retriev":[1,2],"rout":4,"router":15,"sdk":3,"serv":7,"singl":0,"start":[14,15,22],"step":[0,1,2,15,16],"summari":[4,20,21],"switch":1,"take":16,"target":[0,2,4,5,8,16],"tech":10,"terminologi":[9,11],"thread":12,"tip":[5,16],"tool":20,"topologi":9,"trace":20,"tracepar":20,"turn":[1,2],"up":2,"upstream":6,"us":[3,8,15,16,20,21],"via":[8,18],"visual":20,"welcom":22,"what":[2,4,16,21],"why":21,"work":[17,21],"workflow":16,"x":20}})
\ No newline at end of file