rag-mastery
CommunityMaster RAG for superior AI responses.
AuthorLuisSambrano
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenges of ineffective Retrieval-Augmented Generation (RAG) systems by providing expert strategies for chunking, embedding, and retrieval, ensuring LLMs receive the most relevant information.
Core Features & Use Cases
- Advanced Chunking: Implements semantic and hierarchical chunking to preserve meaning and context.
- Optimized Retrieval: Utilizes hybrid search and reranking techniques for precise information retrieval.
- Use Case: When building a customer support chatbot that needs to access a large knowledge base, this skill helps ensure the chatbot retrieves the most accurate and relevant answers to user queries, minimizing hallucinations.
Quick Start
Use the rag-mastery skill to implement semantic chunking for a given document.
Dependency Matrix
Required Modules
None requiredComponents
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: rag-mastery Download link: https://github.com/LuisSambrano/antigravity-config/archive/main.zip#rag-mastery Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.