llm_wiki

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。

39 articles 18.7k View on GitHub ↗
39 articles
What Is the Purpose of the skills.rs File in the LLM Wiki Agent?

Discover the purpose of the skills.rs file in the LLM Wiki agent. Learn how it manages instruction bundles for the LLM runtime. Explore skill discovery, validation, and loading.

internals
Sep 13, 2026
How the Tauri Backend Is Wired in LLM Wiki: React-to-Rust Communication Explained

Discover how the Tauri backend integrates with the LLM Wiki React frontend. Learn about secure Rust communication, invoke calls, and event listeners for a seamless web UI.

internals
Sep 13, 2026
Where to Find the Ingestion Pipeline Specification in LLM Wiki

Locate the ingestion pipeline specification in LLM Wiki across TypeScript modules and markdown files. Find detailed orchestration logic in src/lib/ingest.ts for easy access.

documentation
Sep 13, 2026
Frontend Dependencies Used in LLM Wiki: A Complete Technical Breakdown

Explore the frontend dependencies of LLM Wiki including React, Vite, and Tailwind CSS. Get a complete technical breakdown of libraries used for markdown, graphs, and desktop integration.

deep-dive
Sep 13, 2026
How LLM Wiki Handles Cascade Cleanup of Deleted Sources

Discover how LLM Wiki manages cascade cleanup of deleted sources. Learn about file removal, vector embedding purging, media deletion, and comprehensive index updates.

internals
Sep 13, 2026
How the LLM-Wiki Source Folder Auto-Watch Feature Works: Implementation and Configuration

Discover how LLM-Wiki's source folder auto-watch uses Rust file watching and TypeScript rules to efficiently queue files for knowledge graph ingestion. Learn implementation and configuration.

internals
Sep 13, 2026
How to Stream Agent Chat Using the LLM Wiki API: A Complete Implementation Guide

Learn to stream agent chat with the LLM Wiki API's streamChat function. This guide shows real-time token streaming using SSE for OpenAI and Anthropic responses.

how-to-guide
Sep 13, 2026
How to Use the LLM Wiki API for Hybrid Search: A Complete Guide

Learn to use the LLM Wiki API for hybrid search. Combine BM25 keyword scoring and vector search via LanceDB with this complete guide. Access the local HTTP API today.

how-to-guide
Sep 13, 2026
How to Access the Local HTTP API of LLM Wiki: A Developer's Integration Guide

Learn how to access LLM Wiki's local HTTP API to integrate external tools and scripts with your wiki projects, pages, and knowledge graphs. Get started with our developer guide.

how-to-guide
Sep 13, 2026
LLM Wiki Agent SSE Events: Complete Event Stream Reference

Discover the eleven SSE events emitted by the LLM Wiki agent, covering session lifecycle, tool use, file changes, and message deltas. Explore the complete event stream reference for nashsu/llm_wiki.

api-reference
Sep 13, 2026
How the LLM Wiki Agent Handles External Shell Command Requests

Discover how the LLM Wiki agent executes external shell commands. Learn about its secure sandboxed Rust backend and structured JSON responses for efficient processing.

how-to-guide
Sep 13, 2026
How to Integrate Custom Tools with the Rust Backend Chat Agent in LLM Wiki

Integrate custom tools with the Rust backend chat agent in LLM Wiki. Learn to implement the Tool trait, register your tool, and invoke it via Tauri commands for enhanced functionality.

how-to-guide
Sep 13, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:
curl -s "https://instagit.com/install.md"

Works with
Claude Codex Cursor VS Code OpenClaw Any MCP Client

Maintain an open-source project? Get it listed too →