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Observability Python Packages

Python packages with the GitHub topic observability. Sorted by relevance, with stars and monthly downloads.
langchain-ai
langsmith

LangSmith Client SDK Implementations

80.7M 871 228
DataDog
ddtrace

Datadog Python APM Client

39M 637 504
mlflow
mlflow-skinny

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

38.3M 26K 6K
mlflow
mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

36.4M 26K 6K
pydantic
logfire

AI observability platform for production LLM and agent systems.

24.9M 4K 230
mlflow
mlflow-tracing

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

16.2M 26K 6K
PrefectHQ
prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

12.6M 22K 2K
traceloop
opentelemetry-instrumentation-vertexai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

6.1M 7K 951
PrefectHQ
prefect-aws

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

6M 22K 2K
traceloop
opentelemetry-instrumentation-bedrock

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.6M 7K 951
traceloop
opentelemetry-instrumentation-cohere

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.5M 7K 951
traceloop
opentelemetry-instrumentation-llamaindex

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.5M 7K 951
traceloop
opentelemetry-instrumentation-ollama

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.5M 7K 951
traceloop
opentelemetry-instrumentation-qdrant

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-replicate

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-transformers

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-crewai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-chromadb

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-haystack

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-weaviate

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-mistralai

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-pinecone

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-watsonx

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
traceloop
opentelemetry-instrumentation-milvus

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

4.4M 7K 951
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