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Author:
KGP Talkie Private Limited
Summary:
Production-grade RAG toolkit for document ingestion and retrieval with hybrid search support
Latest version:
1.6.1
Required dependencies:
langchain
|
langchain-community
|
langchain-core
|
langchain-qdrant
|
langchain-text-splitters
|
markitdown
|
pydantic
|
pypdf
|
python-dotenv
|
python-pptx
|
pyyaml
|
qdrant-client
|
tqdm
Optional dependencies:
black
|
boto3
|
cohere
|
fastembed
|
flake8
|
isort
|
langchain-anthropic
|
langchain-google-genai
|
langchain-groq
|
langchain-huggingface
|
langchain-ollama
|
langchain-openai
|
langchain-openrouter
|
mcp
|
mkdocs-material
|
mypy
|
openrouter
|
pre-commit
|
pytest
|
pytest-asyncio
|
pytest-cov
|
ragwire
|
sentence-transformers
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