TOP AI Developers by monthly star count
TOP AI Organization Account by AI repo star count
Top AI Project by Category star count
Top Growing Speed list by the speed of gaining stars
Top List of who create influential repos with little people known
Rankings | Organization Account | Related Project | Project intro | Star count |
---|---|---|---|---|
1 | ragflow | RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. | 12.1K | |
2 | graphrag | A modular graph-based Retrieval-Augmented Generation (RAG) system | 9.8K | |
3 | firecrawl | ๐ฅ Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API. | 6.9K | |
4 | reor | Private & local AI personal knowledge management app. | 6.5K | |
5 | TaskingAI | The open source platform for AI-native application development. | 5.9K | |
6 | LaVague | Large Action Model framework to develop AI Web Agents | 4.9K | |
7 | ragapp | The easiest way to use Agentic RAG in any enterprise | 2.9K | |
8 | R2R | Supabase for RAG - Build and scale production-ready user facing AI apps | 2.5K | |
9 | awesome-llm-apps | Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models. | 2.0K | |
10 | Streamer-Sales | Streamer-Sales ้ๅ โโ ๅ่ดงไธปๆญ LLM ๅคงๆจกๅ๐๐๏ผไธไธช่ฝๅคๆ นๆฎ็ปๅฎ็ๅๅ็น็นไปๆฟๅ็จๆท่ดญไนฐๆๆฟ่งๅบฆๅบๅ่ฟ่กๅๅ่งฃ่ฏด็ๅ่ดงไธปๆญๅคงๆจกๅใ๐โญๅ
ๅซ่ฏฆ็ป็ๆฐๆฎ็ๆๆต็จโ ๐ฆๅฆๅค่ฟ้ๆไบ LMDeploy ๅ ้ๆจ็๐ใRAGๆฃ็ดขๅขๅผบ็ๆ ๐ใTTSๆๅญ่ฝฌ่ฏญ้ณ๐ใๆฐๅญไบบ็ๆ ๐ฆธใ Agent ไฝฟ็จ็ฝ็ปๆฅ่ฏขๅฎๆถไฟกๆฏ๐ใASR ่ฏญ้ณ่ฝฌๆๅญ๐๏ธ | 1.8K | |
11 | WrenAI | Wren AI makes your database RAG-ready. Implement Text-to-SQL more accurately and securely. | 1.4K | |
12 | Dot | Text-To-Speech, RAG, and LLMs. All local! | 1.2K | |
13 | Memary | Making Agents Reliable In Production. | 1.2K | |
14 | HuixiangDou | HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance | 1.1K | |
15 | RAG-Survey | Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey". | 923 | |
16 | korvus | Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C. | 913 | |
17 | llm-twin-course | ๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 11 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด | 886 | |
18 | rag-search | RAG Search API | 884 | |
19 | MyScaleDB | An open-source, high-performance SQL vector database built on ClickHouse. | 769 | |
20 | raptor | The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval | 719 | |
21 | llm-paper-daily | Daily updated LLM papers. ๆฏๆฅๆดๆฐ LLM ็ธๅ
ณ็่ฎบๆ๏ผๆฌข่ฟ่ฎข้
๐ ๅๆฌข็่ฏๅจๅจไฝ ็ๅฐๆ ๐ ไธไธช | 715 | |
22 | bm25s | Fast lexical search library implementing BM25 in Python using Scipy (on average 2x faster than Elasticsearch in single-threaded setting) | 644 | |
23 | serverless-chat-langchainjs | Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure | 569 | |
24 | FlashRank | Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations. | 475 | |
25 | contrastors | Train Models Contrastively in Pytorch | 475 | |
26 | local-rag | Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network. | 462 | |
27 | Qmedia | An open-source AI content search engine designed specifically for content creators. Supports extraction of text, images, and short videos. Allows full local deployment (web app, RAG server, LLM server). Supports multi-modal RAG content Q&A. | 449 | |
28 | ocular | AI Powered Search and Chat for Orgs - Think ChatGPT meets Google Search but powered by your data. | 431 | |
29 | app-builder | appbuilder-sdk, ๅๅธAppBuilder-SDKๅธฎๅฉๅผๅ่
็ตๆดปใๅฟซ้็ๆญๅปบAIๅ็ๅบ็จ | 419 | |
30 | StreamRAG | Video Search and Streaming Agent ๐ต๏ธโโ๏ธ | 414 | |
31 | continuous-eval | Production-Grade Evaluation for LLM-Powered Applications | 372 | |
32 | RAG-Retrieval | Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder | 369 | |
33 | LARS | An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses. | 358 | |
34 | search_with_ai | ๐ค Free Search with AI, ๐ก Open-Source Perplexity, ๐ Support Ollama/SearXNG, Support Docker deployment. ่ฎฉAIๅคงๆจกๅๅๆ็ดขๅผๆๅ็ญไฝ ็้ฎ้ข๏ผๆฏๆๆฌๅฐๅคงๆจกๅ(Ollama)ใ่ๅๆ็ดขๅผๆSearXNG๏ผๆฏๆDockerไธ้ฎ้จ็ฝฒใ | 349 | |
35 | LightRAG | The Lightning Library for LLM Applications. | 347 | |
36 | pgai | Bring AI models closer to your PostgreSQL data | 335 | |
37 | super-rag | Super performant RAG pipelines for AI apps. Summarization, Retrieve/Rerank and Code Interpreters in one simple API. | 324 | |
38 | palico-ai | Palico provides a set of integrated tools to help you rapidly iterate through building, experimenting, and deploying your LLM Application | 285 | |
39 | ASTRA.ai | A lightning-fast workflow builder, it supports multimodal interaction, highly customizable extensions, and is intuitive to use even without any coding knowledge. | 261 | |
40 | Best-AI-Agents | A list of top AI agents | 257 | |
41 | local-rag-example | Build your own ChatPDF and run them locally | 233 | |
42 | kaizen | Seamless Bug Detection Throughout Your Development Cycle | 228 | |
43 | RepoAgent | An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly. | 226 | |
44 | create-tsi | Create-tsi is a generative AI RAG toolkit which generates AI Applications with low code. | 224 | |
45 | open-assistant-api | The Open Assistant API is a ready-to-use, open-source, self-hosted agent/gpts orchestration creation framework, supporting customized extensions for LLM, RAG, function call, and tools capabilities. It also supports seamless integration with the openai/langchain sdk. | 218 | |
46 | rag-gpt | RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval. | 188 | |
47 | upsy | Your new mate on Discord and Slack. Powered by AI. | 186 | |
48 | llm-long-text-summarization | LLM for Long Text Summary (Comprehensive Bulleted Notes) : Walkthrough and Model Rankings | 182 | |
49 | GenAIExamples | Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project. | 181 | |
50 | rag-chatbot | Chat with multiple PDFs locally | 174 | |
51 | Awesome-LLM-related-Papers-Comprehensive-Topics | Awesome LLM-related papers and repos on very comprehensive topics. | 170 | |
52 | llm-apps-java-spring-ai | Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot. | 169 | |
53 | chromem-go | Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence. | 156 | |
54 | beyondllm | Build, evaluate and observe LLM apps | 148 | |
55 | llmdocparser | A package for parsing PDFs and analyzing their content using LLMs. | 147 | |
56 | MindSQL | MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses. | 145 | |
57 | esp-ai | The simplest and most cost-effective AI integration solution, enabling any device to achieve intelligent conversation functionality (based on ESP development boards). If you like this project, please give it a Star! | ๆ็ฎๅใๆไฝๆๆฌ็AIๆฅๅ
ฅๆนๆก๏ผ่ฎฉไปปไฝ็ฉๅ้ฝ่ฝๅฎ็ฐๆบ่ฝๅฏน่ฏๅ่ฝ(ๅบไบESPๅผๅๆฟ)ใๅๆฌขๆฌ้กน็ฎ็่ฏ็นไธช Star ๅง๏ผๆจ็ไธไธช Star ๅฏน็ฎๅ็ไปๅบๅๅฑ้ๅธธ้่ฆ | 145 | |
58 | rag_api | ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector | 144 | |
59 | renumics-rag | Visualization for a Retrieval-Augmented Generation (RAG) Assistant ๐คโค๏ธ๐ | 143 | |
60 | LLM_Web_search | An extension for oobabooga/text-generation-webui that enables the LLM to search the web using DuckDuckGo | 141 | |
61 | LazyLLM | Easyest and lazyest way for building multi-agent LLMs applications. | 131 | |
62 | denser-retriever | An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy. | 130 | |
63 | agentok | AutoGen Visualized - Build Multi-Agent Apps with Drag-and-Drop Simplicity. | 129 | |
64 | GenAI-Showcase | GenAI Cookbook | 128 | |
65 | llamaindex-omakase-rag | This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing data and user access. It uses Django, Llamaindex, and Google Drive for effective database management. | 120 | |
66 | NanoLLM | Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models, multimodal agents, speech, vector DB, and RAG. | 118 | |
67 | pebblo | Pebblo enables developers to safely load data and promote their Gen AI app to deployment | 114 | |
68 | ragbuilder | A toolkit to create optimal Production-ready RAG setup for your data | 103 | |
69 | tidb.ai | https://TiDB.AI is a knowledge graph based RAG(Graph RAG) and conversational knowledge base tool built with TiDB Serverless Vector Storage. | 101 | |
70 | Fyin | Open source alternative to Perplexity AI with ability to run locally | 100 | |
71 | diffbot-kg-chatbot | Knowledge graph construction and RAG demo using Diffbot and Neo4j | 95 | |
72 | Stellar-Chat | A versatile multi-modal chat application that enables users to develop custom agents, create images, leverage visual recognition, and engage in voice interactions. It integrates seamlessly with local LLMs and commercial models like OpenAI, Gemini, Perplexity, and Claude, and allows to converse with uploaded documents and websites. | 95 | |
73 | pdfdeal | A python wrapper for the Doc2X API and comes with native PDF processing (to improve PDF recall in RAG). | Doc2X API็pythonๅฐ่ฃ
๏ผๅๆถ้ๅธฆๆฌๅฐ็PDFๅค็(ๆๅPDFๅจRAGไธญ็ๅฌๅ็)ใ | 92 | |
74 | danGPT | An AI of Dan Abramov using RAG and GenAI. | 92 | |
75 | Graph-CoT | Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024) | 81 | |
76 | rageval | Evaluation tools for Retrieval-augmented Generation (RAG) methods. | 81 | |
77 | ragdoll | The library for character-driven AI experiences. | 79 | |
78 | Scrapegraph-LabLabAI-Hackathon | Code for the streamlit demo of Scrapegraph-ai for GPT4-hackaton | 74 | |
79 | awesome-LLM-resourses | ๐งโ๐ ๅ
จไธ็ๆๅฅฝ็ไธญๆLLM่ตๆๆป็ป | 69 | |
80 | redbox | Bringing Generative AI to the way the Civil Service works | 69 | |
81 | ragtacts | RAG(Retrieval-Augmented Generation) for Evolving Data | 66 | |
82 | generative-bi-using-rag | A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG | 66 | |
83 | mini-rag | An Educational Project (step by step) to teach how to build a production-ready app for RAG application. | 66 | |
84 | bergen | Benchmarking library for RAG | 64 | |
85 | awesome-ai-repositories | A curated list of open source repositories for AI Engineers | 64 | |
86 | AI-Bootcamp | Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, Fine-tuning & AI Agents (CrewAI) | 63 | |
87 | JamAIBase | Firebase for AI Agents: Open-source backend platform that puts powerful generative models at the core of your database. With managed memory and RAG capabilities, developers can easily build AI agents, enhance their apps with generative tables, and create magical UI experiences. | 63 | |
88 | scrapeGPT | ScrapeGPT is a RAG-based Telegram bot designed to scrape and analyze websites, then answer questions based on the scraped content. The bot utilizes Retrieval Augmented Generation and webscraping to return natural language answers to the user's queries. | 62 | |
89 | Langchain-ChatBI | ไธ็งๅฉ็จLangchainๆกๆถๅๆฌๅฐๅ้ๅบๅฎ็ฐ็ๅฏน่ฏๅผBI๏ผๅฎ็็ฎๆ ๆฏๅธฎๅฉ็จๆทๅฏปๆพใ็่งฃๆฐๆฎ็ฅ่ฏ๏ผๅนถ่ฝๅคๅๆๆฐๆฎใๆดๅฏ็ปๆ๏ผ้่ฟ่ช็ถ่ฏญ่จๅฏน่ฏ๏ผ้ไฝๆฐๆฎๅๆ็้จๆงใ | 58 | |
90 | local-rag-llamaindex | Local llamaindex RAG to assist researchers quickly navigate research papers | 56 | |
91 | T-Ragx | Enhancing Translation with RAG-Powered Large Language Models | 54 | |
92 | RAG-based-job-search-assistant | linkedin-jobs-RAG | 52 | |
93 | coir | A Comprehensive Benchmark for Code Information Retrieval. | 51 | |
94 | LynseDB | A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely. | 51 | |
95 | anythingllm-docs | Documentation of AnythingLLM by Mintplex Labs Inc. | 50 | |
96 | dewy | Opinionated knowledge extraction and semantic retrieval for Gen AI applications. | 50 | |
97 | bookmarksAI | GPT automatically organizes your browser bookmarks | 50 | |
98 | btp-genai-starter-kit | This repo aims to help developers to get into the genAI topic quicker by automating AI Core and HANA Vector Engine provisioning and configuration with Terraform Provider for SAP BTP. | 48 | |
99 | LLM-Powered-RAG-System | 47 | ||
100 | neo4j-genai-python | Neo4j GenAI for Python | 47 |