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ragents


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Author: None
Summary: Production-ready agentic RAG framework featuring intelligent decision trees, Logic-LLM integration, multimodal processing, and enterprise observability
Latest version: 0.1.3
Required dependencies: aiofiles | anthropic | beautifulsoup4 | chromadb | click | fastapi | httpx | instructor | jinja2 | langchain-core | langchain-text-splitters | langgraph | litserve | markdownify | mkdocs | numpy | openai | openpyxl | pandas | pillow | prometheus-client | psutil | pydantic | pymupdf | python-docx | python-multipart | sentence-transformers | tiktoken | uvicorn
Optional dependencies: asyncpg | bandit | black | docker | elasticsearch | grafana-client | gunicorn | kfp | kubernetes | litserve | mkdocs | mkdocs-material | mkdocstrings | mypy | opentelemetry-api | opentelemetry-sdk | pre-commit | prometheus-client | pymdown-extensions | pytest | pytest-asyncio | ragas | ruff | safety | torch | transformers | weaviate-client

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