PyPI page
Home page
Author:
Minwoo Kim
License:
MIT License
Copyright (c) 2026 Minwoo Kim
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documen...
Summary:
Bring-your-own-LLM context curation: memory with provenance, implied-intent inference, multilingual deep research — any model, even small local ones, acts smarter.
Latest version:
1.11.0
Required dependencies:
beautifulsoup4
|
chromadb
|
duckduckgo-search
|
httpx
|
litellm
|
pydantic
|
python-dotenv
|
pyyaml
|
rank-bm25
|
rich
|
sqlmodel
|
structlog
|
tiktoken
|
trafilatura
|
typer
Optional dependencies:
black
|
fastapi
|
fastembed
|
llmlingua
|
pytest
|
pytest-asyncio
|
ruff
|
tavily-python
|
uvicorn
Downloads last day:
2
Downloads last week:
297
Downloads last month:
657