Information retrieval, semantic search, text similarity and retrieval-augmented generation (RAG): everything for finding the right passage in a large pile of text.
ranked by GitHub stars ยท updated Nov 12, 2026
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Search inside documents, code, and even screenshots - instantly and locally. A free, open-source file launcher with OCR, semantic search, and MCP agent access.
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Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
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ใๆทฑๅ ฅ็่งฃ AI Agent๏ผ่ฎพ่ฎกๅ็ไธๅทฅ็จๅฎ่ทตใ๏ผๆๅๆฐ ่๏ผๅผๆบไธปไปๅบ๏ผๅ จไนฆๆญฃๆใ็ผ่ฏ็ PDF ไธๆ็ซ ้ ๅฅไปฃ็
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21 Lessons, Get Started Building with Generative AI
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๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
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Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
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21 Lessons, Get Started Building with Generative AI
Persistent Context Across Sessions for Every Agent โ Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
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Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.
๐ ใไป้ถๅผๅงๆๅปบๆบ่ฝไฝใโโไป้ถๅผๅง็ๆบ่ฝไฝๅ็ไธๅฎ่ทตๆ็จ
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๐ Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
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A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.
โฒ +610 โ this week
ใๆทฑๅ ฅ็่งฃ AI Agent๏ผ่ฎพ่ฎกๅ็ไธๅทฅ็จๅฎ่ทตใ๏ผๆๅๆฐ ่๏ผๅผๆบไธปไปๅบ๏ผๅ จไนฆๆญฃๆใ็ผ่ฏ็ PDF ไธๆ็ซ ้ ๅฅไปฃ็
LlamaIndex is the document processing platform for AI
ไธๆฌพๅ ่ดนๅผๆบ็ AI ไฝไปฃ็ ๅนณๅฐ๏ผไนๆฏ AI ๆถไปฃๆๅปบๅคๆไธๅก็ณป็ป็ๅผๆบๅบๅบง๏ผๆ้ใๅค็งๆทใๅทฅไฝๆตใๆฅ่กจใๅคงๅฑใAI ็ฅ่ฏๅบ็ญ้็จ่ฝๅๅผ็ฎฑๅณ็จ๏ผAI ๅช้็ๆไธๅกๅทฎๅผ้จๅใAI Skills ไธๅฅ่ฏ็ๆๅฎๆด็ณป็ปโโๅปบ่กจใๅๅ็ซฏไปฃ็ ใ่ๅๆ้ใBPM ๆต็จใ่กจๅใๆฅ่กจใๅคงๅฑๅ จ่ชๅจใๅ ็ฝฎ AI ๅบ็จๅนณๅฐ๏ผ่ๅคฉใ็ฅ่ฏๅบใๆต็จ็ผๆใMCP๏ผ๏ผๅ ผๅฎนไธปๆตๅคงๆจกๅ
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
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[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
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๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.
Langchain-Chatchat๏ผๅLangchain-ChatGLM๏ผๅบไบ Langchain ไธ ChatGLM, Qwen ไธ Llama ็ญ่ฏญ่จๆจกๅ็ RAG ไธ Agent ๅบ็จ | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
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Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
Turn any technical book PDF into a Claude Code skill โ ready to study, reference, and use while you work.
โฒ +725 โ this week
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
Howard Zhang, Chuck Arvin, Logan Brown +3
๐ฌ Accepted to KDD 2026, Jeju, Korea. 9 pages, 3 figures
Arjun Rao, Nishant Gopinath
๐ฌ 19 pages
Alessio Brini
๐ฌ 10 pages, 3 figures, 7 tables. Accepted at the 3rd IEEE International Workshop on Large Language Models for Finance, IEEE BigData 2026. Code: https://github.com/Alessiobrini/point-in-time-encoders-for-earnings-calls
Boris Malashenko, Ivan Jarsky, Egor Soldatov +6
๐ฌ Accepted to ReNeuIR @ SIGIR 2026. 16 pages
