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The Top 23 Rag Open Source Projects

Open source projects categorized as Rag
Categories > Rag
Llama_index ⭐ 32,002
LlamaIndex is a data framework for your LLM applications
dependent packages 79total releases 267most recent commit a month agopypi llama-index} Downloads
Quivr ⭐ 27,485
Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
most recent commit 5 months ago
Chatgpt On Wechat ⭐ 20,624
基于大模型搭建的微信聊天机器人，同时支持微信、企业微信、公众号、飞书、钉钉接入，可选择GPT3.5/
most recent commit 5 months ago
Dify ⭐ 14,176
An Open-Source Assistants API and GPTs alternative. Dify.AI is an LLM application development platform. It integrates the concepts of Backend as a Service and LLMOps, covering the core tech stack required for building generative AI-native applications, including a built-in RAG engine.
total releases 8most recent commit 5 months ago
Fastgpt ⭐ 12,642
FastGPT is a knowledge-based platform built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration through Flow visualization!
most recent commit 2 months ago
Db Gpt ⭐ 10,169
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
total releases 8most recent commit 4 months ago
Anything Llm ⭐ 7,602
Open-source multi-user ChatGPT for all LLMs, embedders, and vector databases. Unlimited documents, messages, and users in one privacy-focused app.
most recent commit 5 months ago
Danswer ⭐ 6,435
Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.
most recent commit 5 months ago
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35most recent commit 5 months agopypi txtai} Downloads
Postgresml ⭐ 5,135
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
dependent packages 1total releases 23most recent commit 5 months agopypi pgml} Downloads
Rags ⭐ 5,036
Build ChatGPT over your data, all with natural language
most recent commit 7 months ago
Vanna ⭐ 4,558
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
total releases 28most recent commit 5 months ago
Khoj ⭐ 4,264
Your AI second brain. A copilot to search and chat (using RAG) with your knowledge base (pdf, markdown, org). Use powerful, online (e.g gpt4) or private, offline (e.g mistral) LLMs. Self-host locally or have it always accessible on the cloud. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp
total releases 410most recent commit 5 months ago
Ollama Webui ⭐ 3,947
ChatGPT-Style Web UI Client for Ollama 🦙
most recent commit 5 months ago
Llmware ⭐ 1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
most recent commit 5 months ago
Promptfoo ⭐ 1,785
Test your prompts, models, RAGs. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. LLM evals for OpenAI/Azure GPT, Anthropic Claude, VertexAI Gemini, Ollama, Local & private models like Mistral/Mixtral/Llama with CI/CD
total releases 78most recent commit 5 months ago
Botsharp ⭐ 1,701
The AI Agent Framework in .NET
dependent packages 6total releases 58most recent commit 5 months agonuget BotSharp.Core} Downloads
Llm App ⭐ 1,573
LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.
total releases 9most recent commit 6 months ago
Casibase ⭐ 1,558
⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://demo-admin.casibase.com
total releases 108most recent commit 5 months ago
Swirl Search ⭐ 1,371
Swirl is open-source software that uses AI to simultaneously search multiple content and data sources, finds the best results using a reader LLM, then prompts Generative AI, enabling you to get answers from your own data.
most recent commit 5 months ago
Kernel Memory ⭐ 1,303
RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
dependent packages 5total releases 28most recent commit 21 days agonuget Microsoft.KernelMemory.Abstractions} Downloads
Langroid ⭐ 988
Harness LLMs with Multi-Agent Programming
most recent commit 5 months ago
Trieve ⭐ 976
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
most recent commit 2 months ago
The 8 Most Depended On Rag Open Source Projects
Llama_index ⭐ 32,002
LlamaIndex is a data framework for your LLM applications
dependent packages 79total releases 267latest release December 07, 2023most recent commit a month agopypi llama-index} Downloads
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 3 months agopypi clarifai} Downloads
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 5 months agopypi txtai} Downloads
Fastembed ⭐ 531
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
dependent packages 6total releases 14latest release October 16, 2023most recent commit 5 months agopypi fastembed} Downloads
Botsharp ⭐ 1,701
The AI Agent Framework in .NET
dependent packages 6total releases 58latest release December 03, 2023most recent commit 5 months agonuget BotSharp.Core} Downloads
Deepsearch Toolkit ⭐ 103
Interact with the Deep Search platform for new knowledge explorations and discoveries
dependent packages 2total releases 47latest release November 24, 2023most recent commit 4 months agopypi deepsearch-toolkit} Downloads
The 10 Latest Releases In Rag Open Source Projects
Txtchat ⭐ 183
💭 Retrieval augmented generation (RAG) and language model powered search applications
total releases 3latest release January 12, 2024most recent commit 6 months ago
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 3 months agopypi clarifai} Downloads
Llama_index ⭐ 32,002
LlamaIndex is a data framework for your LLM applications
dependent packages 79total releases 267latest release December 07, 2023most recent commit a month agopypi llama-index} Downloads
Botsharp ⭐ 1,701
The AI Agent Framework in .NET
dependent packages 6total releases 58latest release December 03, 2023most recent commit 5 months agonuget BotSharp.Core} Downloads
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