# Local File RAG Basic

> High-performance local File RAG suite (Basic Edition).

- Skill: `johnalbertini14-glitch/local-file-rag-basic` (Agent Skill, multi-file: 9 files)
- Install (CLI): `npx skillmds@latest add johnalbertini14-glitch/local-file-rag-basic`
- Raw SKILL.md: https://api.skillmd.com/api/skills/johnalbertini14-glitch/local-file-rag-basic/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: johnalbertini14-glitch (https://skillmd.com/u/johnalbertini14-glitch)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/johnalbertini14-glitch/local-file-rag-basic

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# Skill: Local File RAG Search (Basic Edition)

## Description
This is the **Basic Edition** of the high-performance local RAG suite, providing efficient code and document retrieval within constraints.
- **Constraints**: 
  - Only indexes files **under 20MB**.
  - Uses single-threaded (sequential) indexing for lower resource usage.
- **Support**: JS/TS, Python, C++, Go, Markdown, PDF, DOCX, XLSX, etc.

## Tools

### local_file_rag_search
Efficiently searches the local workspace. 

**Parameters:**
- `query` (string, required): Search terms or function names.
- `targetFile` (string, optional): Specific file path to restrict the search.
- `rootDir` (string, optional): Root directory to scan.

**Output Protocol:**
Returns a structured result with Skeletons, Metadata, and Clustered Code Snippets.