What file types does GNO support for indexing?

GNO can index and search a wide variety of formats including Markdown, PDF, Microsoft Word documents, and source code files.

How does GNO integrate with Claude Code?

GNO provides an MCP (Model Context Protocol) server and a specific skill that allows Claude to search, query, and retrieve information from your local folders directly through the command line.

What is hybrid retrieval in GNO?

Hybrid retrieval combines traditional keyword matching (BM25) with semantic vector search, ensuring you find exact matches as well as conceptually related content.

Can I visualize my knowledge base with this skill?

Yes, GNO includes a local Web UI accessible via the 'serve' command that allows you to browse documents and view a knowledge graph of your files' connections.

Does GNO require an internet connection or API keys?

No, GNO is designed for fast local search and does not require cloud services or external API keys to function, ensuring your data remains private and offline.

GNO Local Knowledge Engine

Name: GNO Local Knowledge Engine
Author: gmickel

bygmickel

•

コンテンツ管理

Powers local semantic search and document retrieval with hybrid BM25 and vector indexing for a private, offline knowledge base.

GNO provides a fast, privacy-first solution for searching local documents, notes, and codebases directly within the Claude Code environment. It utilizes first-in-class hybrid retrieval—combining keyword matching (BM25) with vector search—to find information across various file formats like PDF, Markdown, and Word. This skill is ideal for developers and knowledge workers who need to build local RAG (Retrieval-Augmented Generation) setups, query personal wikis, or navigate complex documentation without relying on cloud-based search APIs.

主な機能

01Full MCP support for seamless integration with AI assistants and Claude Code.

02Hybrid retrieval combining BM25 keyword matching and semantic vector search.

0311 GitHub stars

04AI-generated answers with precise citations from your local documents.

05Built-in Web UI and knowledge graph for visualizing document relationships.

06Support for various file formats including Markdown, PDF, Word, and source code.

ユースケース

01Querying large internal documentation folders to find specific configuration steps.

02Building a private, local knowledge base from personal Markdown notes and PDFs.

03Implementing RAG for local codebases to help AI models understand project context.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gmickel/gno gno

For use in Claude.ai and ChatGPT

Download Skill