StarTrail-org/LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
A star delta has been computed for 61,707 of 62,640 tracked repositories in this period, and only those can be ranked in it.
A repository missing here has not been measured far enough back yet. That does not mean it did not move.
Star counts measured between 00:36 and 04:34 (BKK).
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Ontology-Augmented Generation for AI agents.
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Agent S: the state-of-the-art open source computer use agents
"RAG-Anything: All-in-One RAG Framework"
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.
Open-source inference server and production cluster for all the models your agent needs.
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
AI desktop app for chat, RAG, Skills, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)
Fast, streaming indexing, query, and agentic LLM applications in Rust
Embeddable RAG library for Elixir/Phoenix with agentic pipelines and dashboard
A Large-Scale Knowledge Graph for Automated Scientific Research
Home Assistant LLM integration for local OpenAI-compatible services (llamacpp, vllm, etc)
NestJS Helper + AI Chatbot Development
Rust library for generating vector embeddings and reranking locally!
AI pair programming in your terminal — one static binary, sub-ms startup, any model
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space
Harness LLMs with Multi-Agent Programming
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.
A Fork of Rikkahub with an overhauled UI and feature additions
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.
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