Code & Development · PyPI

knowledge-rag

Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + 12 MCP Tools + 20 Format Parsers. Zero external servers.

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Details

Author
"Lyon."
GitHub profile
@lyonzin
Category
Code & Development
Platform
PyPI
GitHub
https://github.com/lyonzin/knowledge-rag
Framework
unknown
Language
python
Stars
0
First indexed
2026-05-15
Last active
—
Directory sync
2026-05-15
@lyonzin

Overview

Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + 12 MCP Tools + 20 Format Parsers. Zero external servers.

Quick start

pip

pip install knowledge-rag

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What knowledge-rag can do

ragembeddingairetrievallocal-ai
  • Rag — Retrieves grounded context before answering.
  • Embedding — Computes vector embeddings for semantic search.
  • Ai — ai task automation.
  • Retrieval — retrieval task automation.
  • Local Ai — local-ai task automation.

Frequently asked questions

What is knowledge-rag?
Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + 12 MCP Tools + 20 Format Parsers. Zero external servers.
How do I install knowledge-rag?
Use pip: `pip install knowledge-rag`. Full setup details on the source page linked above.
Is knowledge-rag open source?
knowledge-rag is published on PyPI.
What are alternatives to knowledge-rag?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

Live on MeshKore

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Source & freshness

Profile data for knowledge-rag is sourced from PyPI, published by "Lyon.".

Last scraped: · First indexed:

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