rag

Name: rag
Rating: 76
Author: yui-synth-lab

与 RAG（检索增强生成）系统协作——摄取知识、搜索向量、管理嵌入、调试检索过程。

SKILL.md

--- frontmatter

name: rag
description: Work with RAG (Retrieval-Augmented Generation) system - ingest knowledge, search vectors, manage embeddings, debug retrieval
allowed-tools: Read, Grep, Glob, Bash

RAG System

RAG systemの操作とデバッグ。

Key Files

•API: src/rag/index.ts
•Embedder: src/rag/embedder.ts
•Vector DB: src/rag/vectordb.ts

CLI Commands

bash

npm run rag:ingest           # Ingest all
npm run rag:ingest:github    # From GitHub
npm run rag:clear            # Clear vectors
npm run rag:stats            # Statistics
npm run rag:health           # Health check

Environment

env

RAG_ENABLED=true
RAG_TOP_K=5
RAG_SIMILARITY_THRESHOLD=0.7

Detailed Reference

File structure, specs, integration points: reference.md