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Author:
Brightdotdev
Summary:
Local-first RAG knowledge base with hybrid search (BM25 + embeddings), exposed to AI agents via MCP — fully offline-capable.
Latest version:
0.2.18
Required dependencies:
beautifulsoup4
|
click
|
fastmcp
|
filelock
|
gputil
|
httpx
|
huggingface-hub
|
jinja2
|
keyring
|
litellm
|
markitdown
|
numpy
|
nvidia-ml-py
|
onnxruntime
|
openpyxl
|
pillow
|
polars
|
psutil
|
pyarrow
|
pyexcel-ods
|
pymupdf
|
pymupdf4llm
|
pyvis
|
rapidocr
|
rapidocr-onnxruntime
|
rich
|
scikit-learn
|
sentencepiece
|
sse-starlette
|
starlette
|
tiktoken
|
tokenizers
|
trafilatura
|
usearch
|
uvicorn
|
websockets
Optional dependencies:
networkx
|
pytextrank
|
spacy
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