rag

There are 107 repositories under rag topic.

quivr
QuivrHQ / quivr
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, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
ai api chatbot chatgpt database docker frontend groq html javascript llm openai postgresql privacy rag react rest-api security typescript vector
Language:TypeScript 33158
run-llama / llama_index
LlamaIndex is a data framework for your LLM applications
agents application data fine-tuning framework llamaindex llm rag vector-database
Language:Python 31691
dify
langgenius / dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
agent ai backend-as-a-service chatbot genai gpt gpt-4 langchain llama2 llm nextjs openai orchestration python rag workflow
Language:TypeScript 29449
zhayujie / chatgpt-on-wechat
基于大模型搭建的聊天机器人，同时支持微信公众号、企业微信应用、飞书、钉钉等接入，可选择GPT3.5/GPT-4o/GPT4.0/ Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。
chatgpt wechat openai python3 feishu-bot linkai ai gpt-4 llm qwen rag wechat-bot wenxinyiyan xunfei-spark gemini dingtalk chatglm-4 glm claude3 kimi
Language:Python 25524
open-webui / open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
ai chromadb llm llm-ui llm-webui llms ollama ollama-webui open-webui rag self-hosted ui webui
Language:Svelte 21758
anything-llm
Mintplex-Labs / anything-llm
The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
ai-agents chromadb crewai crewaiui desktop-app llama3 llamacpp llm llm-application llm-webui lmstudio local-llm localai ollama rag vector-database webui
Language:JavaScript 14164
labring / FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
gpt35 nextjs react openai gpt gpt-35-turbo gpt-4 llm rag
Language:TypeScript 13442
eosphoros-ai / DB-GPT
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
agents bgi database gpt gpt-4 langchain llm private rag security vicuna
Language:Python 11230
danswer-ai / danswer
Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
enterprise-search rag ai-chat chatgpt gen-ai nextjs python information-retrieval
Language:Python 9384
embedchain / embedchain
Personalizing LLM Responses
ai chatgpt llm python chatbots rag application embeddings vector-database
Language:Python 8610
infiniflow / ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
data-pipelines deep-learning document-parser document-understanding information-retrieval llm llmops machine-learning nlp ocr orchestration pdf-to-text preprocessing rag retrieval-augmented-generation table-structure-recognition
Language:Python 7552
vanna
vanna-ai / vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
agent ai data-visualization database llm sql text-to-sql rag
Language:Python 7186
txtai
neuml / txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine vector-search-engine embeddings retrieval-augmented-generation rag
Language:Python 7096
reorproject / reor
Private & local AI personal knowledge management app.
ai lancedb llama llamacpp local-first markdown note-taking pkm vector-database rag second-brain ollama
Language:TypeScript 5992
run-llama / rags
Build ChatGPT over your data, all with natural language
agent chatbot chatgpt gpts llamaindex llm openai rag streamlit
Language:Python 5945
postgresml / postgresml
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
ml machine-learning ai ann artificial-intelligence classification embeddings javascript knn llm postgres python rag regression search sql vector-database approximate-nearest-neighbor-search clustering forecasting
Language:Rust 5483
khoj
khoj-ai / khoj
Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
agent ai chat chatgpt emacs llama3 llamacpp llm markdown obsidian obsidian-md offline-llm org-mode productivity pwa rag self-hosted semantic-search whatsapp-ai
Language:Python 4911
TaskingAI
TaskingAI / TaskingAI
The open source platform for AI-native application development.
agent ai ai-native function-call generative-ai gpt langchain llm rag retrieval-augmented-generation vector
Language:Python 4908
superagent-ai / superagent
🥷 Run AI-agents with an API
ai agent generative-ai open-source python rag assistant llm
Language:TypeScript 4470
superduperdb
SuperDuperDB / superduperdb
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
ai mlops torch transformers mongodb python pytorch ml database data inference distributed-ml llm-inference pretrained-models chatbot semantic-search llm-serving llmops vector-search rag
Language:Python 4408
lavague-ai / LaVague
Large Action Model framework to develop AI Web Agents
ai browser large-action-model llm oss rag
Language:Python 4011
llmware-ai / llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering retrieval-augmented-generation semantic-search transformers rag
Language:Python 3814
promptfoo / promptfoo
Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
ci ci-cd cicd evaluation evaluation-framework llm llm-eval llm-evaluation llm-evaluation-framework llmops prompt-engineering prompt-testing prompts rag testing
Language:TypeScript 2921
mendableai / firecrawl
🔥 Turn entire websites into LLM-ready markdown
ai crawler data markdown scraper html-to-markdown llm rag scraping web-crawler ai-scraping
Language:TypeScript 2864
llm-app
pathwaycom / llm-app
LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
chatbot hugging-face llm llm-local llm-prompting llm-security llmops machine-learning open-ai pathway rag real-time retrieval-augmented-generation vector-database vector-index
Language:Python 2525
casibase / casibase
⚡️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
ai chatgpt gpt knowledge-base casibase langchain claude huggingface openai chatbot llm javascript react rag llama llama2 gemini grok multi-agent agi
Language:Go 2212
katanaml / sparrow
Data processing with ML and LLM
machinelearning huggingface-transformers nlp-machine-learning computer-vision gpt llm rag
Language:Python 2030
SciSharp / BotSharp
The AI Agent Framework in .NET
artificial-intelligence chatbot chatbot-framework nlp nlu chatgpt llm semantic rag
Language:C# 1982
intel / intel-extension-for-transformers
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
large-language-model chatbot 4-bits llm-inference llm-cpu chatpdf streamingllm intel-optimized-llamacpp speculative-decoding neural-chat habana neural-chat-7b rag retrieval autoround gaudi3
Language:Python 1973
vearch
vearch / vearch
Distributed vector search for AI-native applications
vectors vector-search cloud-native document-retrieval embeddings vector-database hybrid-search rag retrieval-augmented-generation ai-native ai-native-database
Language:Go 1932
infiniflow / infinity
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival operational-analytics bm25 embedding full-text-search search-engine cpp20-modules sql approximate-nearest-neighbor-search vector-database database hybrid-search hnsw cpp20
Language:C++ 1803
langroid
langroid / langroid
Harness LLMs with Multi-Agent Programming
agents chatgpt gpt gpt-4 gpt4 language-model llm llm-agent multi-agent-systems openai-api ai llm-framework llama local-llm function-calling information-retrieval question-answering rag retrieval-augmented-generation
Language:Python 1663
NVIDIA / GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
gpu-acceleration large-language-models llm llm-inference microservice nemo rag retrieval-augmented-generation tensorrt triton-inference-server
Language:Python 1584
swirl-search
swirlai / swirl-search
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.
search search-engine federated-query federated-search ai-search bigquery large-language-models relevancy metasearch django gpt python rag
Language:Python 1544
cognita
truefoundry / cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
agent ai application data deep-learning fine-tuning framework generative-ai llm llm-ops llmops machine-learning mlops model-deployment python rag retrieval-augmented-generation typescript
Language:Python 1327
kernel-memory
microsoft / kernel-memory
Index and query any data using LLM and natural language, tracking sources and showing citations.
indexing llm memory rag semantic-search
Language:C# 1223

rag

QuivrHQ / quivr

run-llama / llama_index

langgenius / dify

zhayujie / chatgpt-on-wechat

open-webui / open-webui

Mintplex-Labs / anything-llm

labring / FastGPT

eosphoros-ai / DB-GPT

danswer-ai / danswer

embedchain / embedchain

infiniflow / ragflow

vanna-ai / vanna

neuml / txtai

reorproject / reor

run-llama / rags

postgresml / postgresml

khoj-ai / khoj

TaskingAI / TaskingAI

superagent-ai / superagent

SuperDuperDB / superduperdb

lavague-ai / LaVague

llmware-ai / llmware

promptfoo / promptfoo

mendableai / firecrawl

pathwaycom / llm-app

casibase / casibase

katanaml / sparrow

SciSharp / BotSharp

intel / intel-extension-for-transformers

vearch / vearch

infiniflow / infinity

langroid / langroid

NVIDIA / GenerativeAIExamples

swirlai / swirl-search

truefoundry / cognita

microsoft / kernel-memory