Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
- grpcio >=1.60
- httpx >=0.25.0
- opentelemetry-api >=1.20.0
- opentelemetry-exporter-otlp-proto-http >=1.20.0
- opentelemetry-instrumentation-httpx >=0.41b0
- opentelemetry-sdk >=1.20.0
- prometheus-client >=0.20.0
- protobuf <7,>=6.31
- redis >=5.0.0
- websockets >=11.0
60 optional dependencies
- anthropic[all]
- anthropic[anthropic]
- black[dev]
- chromadb[chromadb]
- chromadb[vectordbs]
- claude-agent-sdk[all]
- claude-agent-sdk[claude-agent-sdk]
- claude-agent-sdk[integrations]
- google-generativeai[all]
- google-generativeai[gemini]
- grpcio-tools[dev]
- import-linter[dev]
- isort[dev]
- langchain-core[langchain]
- langchain-core[langgraph]
- langchain-core[integrations]
- langchain-core[all]
- langgraph[all]
- langgraph[langgraph]
- langgraph[integrations]
- mypy[dev]
- openai[all]
- openai[openai]
- opentelemetry-api[otlp]
- opentelemetry-api[all]
- opentelemetry-api[opentelemetry]
- opentelemetry-exporter-otlp-proto-http[internal-telemetry]
- opentelemetry-exporter-otlp-proto-http[otlp]
- opentelemetry-exporter-otlp-proto-http[all]
- opentelemetry-sdk[otlp]
- opentelemetry-sdk[internal-telemetry]
- opentelemetry-sdk[all]
- opentelemetry-sdk[opentelemetry]
- opentelemetry-semantic-conventions[internal-telemetry]
- pandas[pandas]
- pinecone-client[vectordbs]
- pinecone-client[pinecone]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-benchmark[dev]
- pytest-cov[dev]
- pytest-httpx[dev]
- pytest-mock[dev]
- pytest-repeat[dev]
- pytest-timeout[dev]
- qdrant-client[qdrant]
- qdrant-client[vectordbs]
- respx[dev]
- ruff[dev]
- sphinx[docs]
- sphinx-autodoc-typehints[docs]
- sphinx-rtd-theme[docs]
- strands-agents[strands]
- strands-agents[all]
- strands-agents[integrations]
- tenacity[dev]
- weaviate-client[vectordbs]
- weaviate-client[weaviate]
- zstandard[all]
- zstandard[compression]