smithery/neversight

rag

Work with RAG (Retrieval-Augmented Generation) system - ingest knowledge, search vectors, manage embeddings, debug retrieval

Installation

$ npx skills add smithery/neversight --skill rag

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Skill metadata

Parsed from SKILL.md frontmatter.

Allowed toolsRead, Grep, Glob, Bash

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 845 B
  • docs SUMMARY.md 135 B

History

  1. First recorded snapshot · 0 installs

SKILL.md

RAG System

RAG systemの操作とデバッグ。

Key Files

  • API: [src/rag/index.ts](src/rag/index.ts)
  • Embedder: [src/rag/embedder.ts](src/rag/embedder.ts)
  • Vector DB: [src/rag/vectordb.ts](src/rag/vectordb.ts)

CLI Commands

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

RAG_ENABLED=true
RAG_TOP_K=5
RAG_SIMILARITY_THRESHOLD=0.7

Detailed Reference

File structure, specs, integration points: [reference.md](reference.md)