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local_rag

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Answer with grounded local docs in seconds.

Education & Research#rag#retrieval#question answering#chunk retrieval#local documentation#math python packages
Authorxuanhh567
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Local_rag solves the problem of needing accurate answers supported by documentation from math- and science-focused Python packages without relying solely on web search.

Core Features & Use Cases

  • Package-aware documentation retrieval: Fetches relevant documentation snippets from locally available knowledge bases for packages like sympy, scipy, numpy, and others.
  • Query-focused chunk search: Uses a natural-language query to retrieve the most relevant chunks for your question.
  • Use case: When you want to understand how to solve polynomial equations using sympy, local_rag retrieves the exact documentation passages you need so your downstream reasoning can cite and follow them.

Quick Start

Ask local_rag to retrieve the top 3 documentation chunks for a sympy solving question by specifying repo_name and a natural-language query.

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
Download link: https://github.com/xuanhh567/AlphaApollo-TaskB/archive/main.zip#local-rag

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