PyRank

Tracing Python Packages

Python packages with the GitHub topic tracing. Sorted by monthly downloads, with stars and forks.
DataDog
ddtrace

Datadog Python APM Client

40.6M 652 568
Arize-ai
openinference-semantic-conventions

OpenTelemetry Instrumentation for AI Observability

9.1M 1K 354
Arize-ai
openinference-instrumentation

OpenTelemetry Instrumentation for AI Observability

8.7M 1K 354
snok
asgi-correlation-id

Request ID propagation for ASGI apps

4.6M 642 38
Arize-ai
openinference-instrumentation-langchain

OpenTelemetry Instrumentation for AI Observability

2.6M 1K 354
Arize-ai
openinference-instrumentation-openai

OpenTelemetry Instrumentation for AI Observability

2.4M 1K 354
Arize-ai
openinference-instrumentation-openai-agents

OpenTelemetry Instrumentation for AI Observability

1.2M 1K 354
Arize-ai
openinference-instrumentation-claude-agent-sdk

OpenTelemetry Instrumentation for AI Observability

911K 1K 354
Arize-ai
openinference-instrumentation-anthropic

OpenTelemetry Instrumentation for AI Observability

862K 1K 354
Arize-ai
openinference-instrumentation-litellm

OpenTelemetry Instrumentation for AI Observability

827K 1K 354
Arize-ai
openinference-instrumentation-google-genai

OpenTelemetry Instrumentation for AI Observability

686K 1K 354
Arize-ai
openinference-instrumentation-agno

OpenTelemetry Instrumentation for AI Observability

637K 1K 354
Arize-ai
openinference-instrumentation-google-adk

OpenTelemetry Instrumentation for AI Observability

592K 1K 354
Arize-ai
openinference-instrumentation-haystack

OpenTelemetry Instrumentation for AI Observability

386K 1K 354
Arize-ai
openinference-instrumentation-pydantic-ai

OpenTelemetry Instrumentation for AI Observability

353K 1K 354
Arize-ai
openinference-instrumentation-llama-index

OpenTelemetry Instrumentation for AI Observability

338K 1K 354
Arize-ai
openinference-instrumentation-bedrock

OpenTelemetry Instrumentation for AI Observability

237K 1K 354
snok
django-guid

Inject an ID into every log message from a Django request. ASGI compatible, integrates with Sentry, and works with Celery

202K 485 32
Arize-ai
openinference-instrumentation-dspy

OpenTelemetry Instrumentation for AI Observability

156K 1K 354
smacke
pyccolo

Declarative instrumentation for Python.

150K 104 3
efficios
barectf

Generator of ANSI C tracers which output CTF data streams

143K 80 16
Arize-ai
openinference-instrumentation-mcp

OpenTelemetry Instrumentation for AI Observability

122K 1K 354
Arize-ai
openinference-instrumentation-crewai

OpenTelemetry Instrumentation for AI Observability

109K 1K 354
monocle2ai
monocle-apptrace

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

92K 341 62