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

37.8M 642 520
Arize-ai
openinference-semantic-conventions

OpenTelemetry Instrumentation for AI Observability

7M 1K 266
Arize-ai
openinference-instrumentation

OpenTelemetry Instrumentation for AI Observability

6.6M 1K 266
snok
asgi-correlation-id

Request ID propagation for ASGI apps

4.4M 637 36
Arize-ai
openinference-instrumentation-langchain

OpenTelemetry Instrumentation for AI Observability

2.6M 1K 266
Arize-ai
openinference-instrumentation-openai

OpenTelemetry Instrumentation for AI Observability

2.1M 1K 266
Arize-ai
openinference-instrumentation-agno

OpenTelemetry Instrumentation for AI Observability

636K 1K 266
Arize-ai
openinference-instrumentation-openai-agents

OpenTelemetry Instrumentation for AI Observability

601K 1K 266
Arize-ai
openinference-instrumentation-anthropic

OpenTelemetry Instrumentation for AI Observability

597K 1K 266
Arize-ai
openinference-instrumentation-google-genai

OpenTelemetry Instrumentation for AI Observability

509K 1K 266
Arize-ai
openinference-instrumentation-google-adk

OpenTelemetry Instrumentation for AI Observability

466K 1K 266
Arize-ai
openinference-instrumentation-claude-agent-sdk

OpenTelemetry Instrumentation for AI Observability

452K 1K 266
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.

441K 3K 313
Arize-ai
openinference-instrumentation-bedrock

OpenTelemetry Instrumentation for AI Observability

417K 1K 266
Arize-ai
openinference-instrumentation-litellm

OpenTelemetry Instrumentation for AI Observability

414K 1K 266
Arize-ai
openinference-instrumentation-pydantic-ai

OpenTelemetry Instrumentation for AI Observability

355K 1K 266
Arize-ai
openinference-instrumentation-llama-index

OpenTelemetry Instrumentation for AI Observability

334K 1K 266
Arize-ai
openinference-instrumentation-haystack

OpenTelemetry Instrumentation for AI Observability

310K 1K 266
snok
django-guid

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

234K 482 32
smacke
pyccolo

Declarative instrumentation for Python.

181K 105 3
uptrace
uptrace

OpenTelemetry Python distribution for Uptrace

160K 28 6
Arize-ai
openinference-instrumentation-crewai

OpenTelemetry Instrumentation for AI Observability

149K 1K 266
Arize-ai
openinference-instrumentation-dspy

OpenTelemetry Instrumentation for AI Observability

140K 1K 266
Arize-ai
openinference-instrumentation-mcp

OpenTelemetry Instrumentation for AI Observability

140K 1K 266