vibehacker

RAG Implementation

Skill

Build retrieval-augmented generation with vector databases and semantic search for document Q&A.

by wshobsonCoding & Dev ToolsAgents & Automation Listed Jul 24, 2025

Clone or download it from github.com, then drop the folder into ~/.claude/skills/ (Claude Code) or your agent's skills directory.

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About RAG Implementation

From the wshobson/agents plugin collection.

This skill gives your agent a working mental model for RAG: chunking documents, choosing embeddings and a vector store, wiring semantic search into the prompt, and grounding answers in your own knowledge base. A solid starting point when you're vibe-coding a "chat with your docs" feature and want it to hold up.

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