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local-rag-chroma-sqlite

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Local RAG for mod knowledge and search.

Data & Analytics#rag#offline#sqlite#vector-search#chromadb#mods#local-knowledge-base
AuthorFacundoSu1986
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Builds and queries a local knowledge base for mods using a Retrieval-Augmented Generation approach, combining vector search with structured data to answer questions about mod requirements and compatibility without relying on real-time Nexus Mods data.

Core Features & Use Cases

  • Local-first RAG: vector search with ChromaDB paired with SQLite for structured metadata to power fast, offline knowledge lookup.
  • Hybrid retrieval: semantic search results enriched with SQL-based metadata to improve precision on mod details.
  • Mod compendium builder: create a persistent, personalized knowledge base of mods for quick reference and analysis.
  • Use cases: answer mod requirements from descriptions, verify compatibility within a local MO2 repository, and discover similar or alternative mods.

Quick Start

Install chromadb and fastembed, then index your MO2 downloads into a local ChromaDB collection and a SQLite database to enable fast, offline semantic and structured searches.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: local-rag-chroma-sqlite
Download link: https://github.com/FacundoSu1986/Sky-Claw/archive/main.zip#local-rag-chroma-sqlite

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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