Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
GitHub Stars
Downloads by OS
Python Versions
Top Countries
Dependencies
- boto3 <2.0.0,>=1.26.0
- botocore <2.0.0,>=1.29.0
- docstring-parser <1.0,>=0.15
- jsonschema <5.0.0,>=4.0.0
- mcp <2.0.0,>=1.23.0
- opentelemetry-api <2.0.0,>=1.30.0
- opentelemetry-instrumentation-threading <1.00b0,>=0.51b0
- opentelemetry-sdk <2.0.0,>=1.30.0
- pydantic <3.0.0,>=2.4.0
- pyyaml <7.0.0,>=6.0.0
- typing-extensions <5.0.0,>=4.13.2
- watchdog <7.0.0,>=6.0.0
71 optional dependencies
- a2a-sdk[all]
- a2a-sdk[bidi-all]
- a2a-sdk[a2a]
- anthropic[anthropic]
- anthropic[all]
- aws-sdk-bedrock-runtime[bidi-all]
- aws-sdk-bedrock-runtime[bidi]
- boto3-stubs[all]
- boto3-stubs[sagemaker]
- commitizen[dev]
- fastapi[bidi-all]
- fastapi[a2a]
- fastapi[all]
- google-genai[gemini]
- google-genai[bidi-gemini]
- google-genai[bidi-all]
- google-genai[all]
- hatch[dev]
- httpx[a2a]
- httpx[bidi-all]
- httpx[all]
- litellm[all]
- litellm[litellm]
- llama-api-client[all]
- llama-api-client[llamaapi]
- mistralai[mistral]
- mistralai[all]
- moto[dev]
- mypy[dev]
- ollama[ollama]
- ollama[all]
- openai[openai]
- openai[litellm]
- openai[all]
- openai[sagemaker]
- opentelemetry-exporter-otlp-proto-http[otel]
- opentelemetry-exporter-otlp-proto-http[bidi-all]
- opentelemetry-exporter-otlp-proto-http[all]
- pre-commit[dev]
- prompt-toolkit[bidi-all]
- prompt-toolkit[bidi-io]
- pyaudio[bidi-all]
- pyaudio[bidi-io]
- pytest[dev]
- pytest-asyncio[dev]
- pytest-cov[dev]
- pytest-timeout[dev]
- pytest-xdist[dev]
- ruff[dev]
- smithy-aws-core[bidi]
- smithy-aws-core[bidi-all]
- sphinx[all]
- sphinx[bidi-all]
- sphinx[docs]
- sphinx-autodoc-typehints[docs]
- sphinx-autodoc-typehints[bidi-all]
- sphinx-autodoc-typehints[all]
- sphinx-rtd-theme[docs]
- sphinx-rtd-theme[all]
- sphinx-rtd-theme[bidi-all]
- starlette[bidi-all]
- starlette[a2a]
- starlette[all]
- tenacity[dev]
- uvicorn[a2a]
- uvicorn[all]
- uvicorn[bidi-all]
- websockets[bidi-all]
- websockets[bidi-openai]
- writer-sdk[writer]
- writer-sdk[all]