Smithery Logo
MCPsSkillsDocsPricing
Login
Smithery Logo

Accelerating the Agent Economy

Resources

DocumentationPrivacy PolicySystem Status

Company

PricingAboutBlog

Connect

© 2026 Smithery. All rights reserved.

    neversight

    rag

    neversight/rag
    AI & ML
    2
    1 installs

    About

    SKILL.md

    Install

    Install via Skills CLI

    or add to your agent
    • Claude Code
      Claude Code
    • Codex
      Codex
    • OpenClaw
      OpenClaw
    • Cursor
      Cursor
    • Amp
      Amp
    • GitHub Copilot
      GitHub Copilot
    • Gemini CLI
      Gemini CLI
    • Kilo Code
      Kilo Code
    • Junie
      Junie
    • Replit
      Replit
    • Windsurf
      Windsurf
    • Cline
      Cline
    • Continue
      Continue
    • OpenCode
      OpenCode
    • OpenHands
      OpenHands
    • Roo Code
      Roo Code
    • Augment
      Augment
    • Goose
      Goose
    • Trae
      Trae
    • Zencoder
      Zencoder
    • Antigravity
      Antigravity
    ├─
    ├─
    └─

    About

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

    SKILL.md

    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

    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

    Recommended Servers
    Cloudflare AI Search
    Cloudflare AI Search
    InfraNodus Knowledge Graphs & Text Analysis
    InfraNodus Knowledge Graphs & Text Analysis
    Jina AI
    Jina AI
    Repository
    neversight/skills_feed