PyRank

Tracing Python Packages

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

Datadog Python APM Client

40.3M 638 509
Arize-ai
openinference-semantic-conventions

OpenTelemetry Instrumentation for AI Observability

5.8M 973 235
Arize-ai
openinference-instrumentation

OpenTelemetry Instrumentation for AI Observability

5.7M 973 235
snok
asgi-correlation-id

Request ID propagation for ASGI apps

3.6M 636 36
Arize-ai
openinference-instrumentation-langchain

OpenTelemetry Instrumentation for AI Observability

2.2M 973 235
Arize-ai
openinference-instrumentation-openai

OpenTelemetry Instrumentation for AI Observability

1.9M 973 235
openlit
openlit

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

1.1M 2K 277
Arize-ai
openinference-instrumentation-openai-agents

OpenTelemetry Instrumentation for AI Observability

761K 973 235
Arize-ai
openinference-instrumentation-google-adk

OpenTelemetry Instrumentation for AI Observability

668K 973 235
Arize-ai
openinference-instrumentation-litellm

OpenTelemetry Instrumentation for AI Observability

548K 973 235
Arize-ai
openinference-instrumentation-google-genai

OpenTelemetry Instrumentation for AI Observability

524K 973 235
Arize-ai
openinference-instrumentation-anthropic

OpenTelemetry Instrumentation for AI Observability

508K 973 235
Arize-ai
openinference-instrumentation-agno

OpenTelemetry Instrumentation for AI Observability

463K 973 235
Arize-ai
openinference-instrumentation-bedrock

OpenTelemetry Instrumentation for AI Observability

430K 973 235
Arize-ai
openinference-instrumentation-llama-index

OpenTelemetry Instrumentation for AI Observability

418K 973 235
Arize-ai
openinference-instrumentation-haystack

OpenTelemetry Instrumentation for AI Observability

393K 973 235
Arize-ai
openinference-instrumentation-crewai

OpenTelemetry Instrumentation for AI Observability

338K 973 235
Arize-ai
openinference-instrumentation-pydantic-ai

OpenTelemetry Instrumentation for AI Observability

270K 973 235
snok
django-guid

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

229K 481 30
smacke
pyccolo

Declarative instrumentation for Python.

182K 103 3
Arize-ai
openinference-instrumentation-instructor

OpenTelemetry Instrumentation for AI Observability

171K 973 235
uptrace
uptrace

OpenTelemetry Python distribution for Uptrace

156K 27 6
Arize-ai
openinference-instrumentation-claude-agent-sdk

OpenTelemetry Instrumentation for AI Observability

142K 973 235
Arize-ai
openinference-instrumentation-mistralai

OpenTelemetry Instrumentation for AI Observability

138K 973 235