Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for rag
rag
x
147 search results found
Llama_index
⭐
32,002
LlamaIndex is a data framework for your LLM applications
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.
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/
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.
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!
Db Gpt
⭐
10,169
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
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.
Danswer
⭐
6,435
Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.
Txtai
⭐
6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
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.
Rags
⭐
5,036
Build ChatGPT over your data, all with natural language
Vanna
⭐
4,558
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
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
Ollama Webui
⭐
3,947
ChatGPT-Style Web UI Client for Ollama 🦙
Llmware
⭐
1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
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
Botsharp
⭐
1,701
The AI Agent Framework in .NET
Llm App
⭐
1,573
LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.
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
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.
Kernel Memory
⭐
1,303
RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
Langroid
⭐
988
Harness LLMs with Multi-Agent Programming
Trieve
⭐
976
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
Agenta
⭐
947
The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.
Infinity
⭐
936
The AI-native database built for LLM applications, providing incredibly fast vector and full-text search
Sparrow
⭐
888
Data extraction with ML and LLM
Vectordb
⭐
829
Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/
Neumai
⭐
693
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
Contoso Real Estate
⭐
692
Intelligent enterprise-grade reference architecture for JavaScript, featuring OpenAI integration, Azure Developer CLI template and Playwright tests.
Canopy
⭐
685
Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
Rag Demystified
⭐
610
An LLM-powered advanced RAG pipeline built from scratch
Ragxplorer
⭐
603
Open-source tool to visualise your RAG documents 🔮
Codefuse Chatbot
⭐
596
An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.
Neurite
⭐
589
Neurite: Fractal Mind Map
Chatd
⭐
585
Chat with your documents using local AI
Fastembed
⭐
531
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Generativeaiexamples
⭐
458
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Arxivchatguru
⭐
446
Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.
Talk2arxiv
⭐
409
Talk to any ArXiv paper using ChatGPT
Clarifai Python
⭐
384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
Huixiangdou
⭐
351
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance
Tiger
⭐
337
Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)
Llm Paper Daily
⭐
318
Daily updated LLM papers. 每日更新 LLM 相关的论文,欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个
Agent Search
⭐
295
AgentSearch is a framework for powering search agents and enabling customizable local search.
Agency
⭐
277
🕵️♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.
Llm Search
⭐
271
Querying local documents, powered by LLM
Start Llms
⭐
271
A complete guide to start and improve your LLM skills in 2023 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
Vectordb Recipes
⭐
267
High quality resources & applications for LLMs, multi-modal models and VectorDBs
Angle
⭐
240
Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard
Chatpdf
⭐
234
RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF
Txtchat
⭐
183
💭 Retrieval augmented generation (RAG) and language model powered search applications
Docgpt Langchain
⭐
178
🔐Free GPT-3.5 chat with your docs (PDF, WORD, CSV, TXT)
Generative Ai Use Cases Jp
⭐
174
Generative AI を活用したビジネスユースケースのデモンストレーション
Awesome Llm Rag
⭐
147
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
Ragna
⭐
137
RAG orchestration framework ⛵️
Instrukt
⭐
134
A integrated AI environment in the terminal. Build, test and instruct agents.
Tonic_validate
⭐
128
Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.
K8ssandra Operator
⭐
119
The Kubernetes operator for K8ssandra
Chatdata
⭐
118
ChatData 🔍 📖 brings RAG to real applications with FREE✨ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 million arxiv papers.
Awesome Llm Long Context Modeling
⭐
115
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
Kg_rag
⭐
114
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
Chatgpt Your Files
⭐
111
Production-ready MVP for securely chatting with your documents using pgvector
Cognee
⭐
106
Memory management for the AI Applications and AI Agents
Deepsearch Toolkit
⭐
103
Interact with the Deep Search platform for new knowledge explorations and discoveries
Taskingai
⭐
97
The open source platform for AI-native application development.
Flashrank
⭐
97
Ultra-lite & Super-fast re-ranking for your search & retrieval pipelines. Based on SoTA models like cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
Dropbox Ai Chat
⭐
91
AI-powered Dropbox search tool for private documents
Amazon Bedrock Samples
⭐
90
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all availble foundational models
Llm Document Chat
⭐
87
Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog
Llm Apps Workshop
⭐
84
Use LLMs for building real-world apps
Quick Start Connectors
⭐
82
This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and businesses to perform seamless retrieval-augmented generation (RAG) on their own data.
Mistral Haystack
⭐
79
Mistral + Haystack: build RAG pipelines that rock 🤘
Continuous Eval
⭐
78
Evaluation for LLM / RAG pipelines, ready for CI/CD
Llms_paper
⭐
74
该仓库主要记录 LLMs 算法工程师相关的顶会论文研读笔记(多模态、PEFT、小样本QA问答、RAG、LMMs可解释性、Age
Fastembed Rs
⭐
73
Rust implementation of @Qdrant/fastembed.
Open Assistant Api
⭐
67
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.
Reor
⭐
61
Private AI-powered personal knowledge management tool with a focus on running models locally.
Cognite
⭐
51
Create and share chatbots with external knowledge ✨
Serverless Rag Demo
⭐
48
Amazon Bedrock Anthropic Claude, (Llama2-7B/13B/70B /Falcon-7B/40B/180B on Amazon Sagemaker) LLMs with Amazon Opensearch Serverless as a Vector DB
Rag Using Langchain Amazon Bedrock And Opensearch
⭐
47
RAG with langchain using Amazon Bedrock and Amazon OpenSearch
Demo Ui
⭐
47
Demo UI for the axgen library
Llm_web_search
⭐
46
An extension for oobabooga/text-generation-webui that enables the LLM to search the web using DuckDuckGo
Keras Llm Robot
⭐
46
A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.
Letmedoit
⭐
42
An advanced AI assistant that leverages the capabilities of ChatGPT API, Gemini Pro, and AutoGen, enabling it both to engage in conversations and to execute computing tasks on local devices.
Discourse Chatbot
⭐
42
An AI bot with RAG capability for Topics and Chat in Discourse, currently powered by OpenAI
Llm Book Summarization
⭐
41
LLM for Book Summarization & Q\A : Walkthrough and Model Rankings
Vectorboard
⭐
39
Open Source Embeddings Optimisation and Eval Framework for RAG/LLM Applications. Documentations at https://docs.vectorboard.ai/introduction
Rag Chatbot
⭐
39
RAG enabled Chatbots using LangChain and Databutton
Chatbot
⭐
39
MongoDB Chatbot Framework. Powered by MongoDB and Atlas Vector Search.
Dexter
⭐
38
LLM tools used in production at Dexa
Videodb Python
⭐
37
VideoDB Python SDK
Hugging Face Qa Bot
⭐
37
Open source Hugging Face Question Answering Bot to aid users in developing and troubleshooting ML solutions.
Flowgen
⭐
33
AutoGen Visualized - Visual Tools for Multi-Agent Development.
Ragswift
⭐
30
🚀 Power of Scalable RAG - A scalable centralized embeddings platform for efficient embedding and retrieval to build RAG applications faster
Awesome Rag
⭐
29
Rag Chatbot
⭐
28
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Golc
⭐
28
🚀 Building Go applications with LLMs through composability
Parser
⭐
24
Open source NLA. Hosted service in private beta, signup now! Alternative to Zapier NLA
Llm Rag Vectordb Python
⭐
23
Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and showcase experiments with langchain and streamlit.
Restai
⭐
23
RestAI is an AIaaS (AI as a Service) open-source platform. Built on top of Llamaindex, Langchain and Transformers. Precise embeddings usage and tuning. Free form agents. Automatic load and unload of local LLMs.
1-100 of 147 search results
Next >
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.