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Projects in Awesome Lists tagged with rag

A curated list of projects in awesome lists tagged with rag .

https://github.com/blaizzy/mlx-embeddings

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

chatbot embeddings llms rag retrieval-augmented-generation

Last synced: 05 Apr 2025

https://github.com/imoonlab/hyper-rag

"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, and Yue Gao.

graph-rag llms rag

Last synced: 14 May 2025

https://github.com/global-agent-hackathon/global-agent-hackathon-may-2025

A month-long, open-source AI Agent Hackathon — open to all builders and dreamers working on agents, RAG, tool use, and multi-agent systems.

agents ai llms multi-agent-systems rag

Last synced: 05 May 2025

https://github.com/hungreeee/resume-screening-rag-pipeline

An LLM Chatbot that dynamically retrieves and processes resumes using RAG to perform resume screening.

adaptive gpt-3 gpt-4 langchain llm openai rag rag-fusion ragas resume-screening

Last synced: 06 Apr 2025

https://github.com/hupe1980/golc

🚀 Building Go applications with LLMs through composability

agents ai ai21 anthropic bedrock cohere ernie gemini genai go golang huggingface langchain language-model llm openai palm prompt-engineering rag

Last synced: 12 Apr 2025

https://github.com/Anush008/fastembed-js

Library to generate vector embeddings in NodeJS

embeddings rag retrieval retrieval-augmented-generation vector-search

Last synced: 06 Mar 2025

https://github.com/poloclub/mememo

A JavaScript library that brings vector search and RAG to your browser!

browser document-search gen-ai image-search llm rag vector-database vector-search

Last synced: 13 May 2025

https://github.com/daxa-ai/pebblo

Pebblo enables developers to safely load data and promote their Gen AI app to deployment

data-governance entity-classification gen-ai llm rag topic-classification

Last synced: 07 Apr 2025

https://github.com/anakin87/mistral-haystack

Mistral + Haystack: build RAG pipelines that rock 🤘

haystack large-language-models llm rag retrieval-augmented-generation

Last synced: 14 Apr 2025

https://github.com/kolenaIO/autoarena

Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation

ai evaluation hacktoberfest llm llm-evaluation rag testing

Last synced: 02 Mar 2025

https://github.com/ksachdeva/langchain-graphrag

GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization

graphrag langchain llm rag

Last synced: 05 Apr 2025

https://github.com/quanta-quest/quanta-quest

AI-powered universal search for all your personal data, tailored just for you. Goal:The world's first product with "edge-side LLMs + consumer data localization" as its core development direction.

agent ai anthropic bert chatgpt claude edge-computing gpt huggingface knowledgebase language-models llm nextjs nlp personal-ass rag semantic-vector-search transformers universal-search workflow

Last synced: 07 Apr 2025

https://github.com/ai-joe-git/Belullama

Belullama is a comprehensive AI application that bundles Ollama, Open WebUI, and Automatic1111 (Stable Diffusion WebUI) into a single, easy-to-use package.

ai belullama casaos casaos-appstore docker-compose llm-ui llm-webui llms ollama ollama-webui openai rag self-hosted ui webui

Last synced: 15 Mar 2025

https://github.com/scrapegraphai/scrapegraph-demo

Streamlit demo of Scrapegraph-ai for GPT4-hackaton

llm openai-hackathon rag streamlit

Last synced: 04 Apr 2025

https://github.com/langgraph-gui/langgraph-learn

learning resource of langgraph for dummy

ai-agents langchain langgraph llm rag

Last synced: 07 Apr 2025

https://github.com/iMoonLab/Hyper-RAG

"Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Shiquan Liu, Shihui Ying, Shaoyi Du, Han Hu, and Yue Gao.

graph-rag llms rag

Last synced: 08 May 2025

https://github.com/aavache/llmwebcrawler

A Web Crawler based on LLMs implemented with Ray and Huggingface. The embeddings are saved into a vector database for fast clustering and retrieval. Use it for your RAG.

api distributed-computing fastapi huggingface large-language-models llm machine-learning milvus nlp pydantic python rag ray raylib transformer vector-database webcrawler webcrawling

Last synced: 14 Apr 2025

https://github.com/curiousily/ragbase

Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.

langchain llama3 llm pdf rag retrieval-augmented-generation streamlit

Last synced: 15 Apr 2025

https://github.com/sinanuozdemir/oreilly-retrieval-augmented-gen-ai

See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.

graphrag llms open-source rag semantic-search

Last synced: 05 Apr 2025

https://github.com/redis-developer/agentic-rag

Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.

agents ai21labs amazon-bedrock amazon-titan genai-chatbot llama-index rag redis testcontainers vector-search

Last synced: 07 Apr 2025

https://github.com/QingFei1/LongRAG

[EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering

llm long-context rag

Last synced: 07 May 2025

https://github.com/ScrapeGraphAI/Scrapegraph-demo

Streamlit demo of Scrapegraph-ai for GPT4-hackaton

llm openai-hackathon rag streamlit

Last synced: 24 Dec 2024

https://github.com/marcominerva/sqldatabasevectorsearch

A repository that showcases the native VECTOR type in Azure SQL Database to perform embeddings and RAG with Azure OpenAI.

azure-openai azure-sql-database c-sharp chatgpt dotnet embeddings openai rag retrieval-augmented-generation semantic-kernel sql-server vector-database visual-studio

Last synced: 09 Apr 2025

https://github.com/dexaai/dexter

LLM tools used in production at Dexa

llms openai rag

Last synced: 24 Mar 2025

https://github.com/nosia-ai/nosia

Nosia is a platform that allows you to run an AI model on your own data. It is designed to be easy to install and use.

ai all-in-one docker llm ollama rag ruby ruby-on-rails shell

Last synced: 09 Apr 2025

https://github.com/tejasq/dangpt

An AI of Dan Abramov using RAG and GenAI.

astradb genai gpt openai rag

Last synced: 15 Apr 2025

https://github.com/rihanarfan/chat-with-pdf

Chat with PDF lets you ask questions to PDF documents. Built and deployed with NuxtHub, and powered by Cloudflare Workers AI and Vectorize.

ai cloudflare nuxt nuxthub rag retreival-augmented-generation vectorize vue

Last synced: 07 Apr 2025

https://github.com/h2oai/enterprise-h2ogpte

Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform

benchmark genai llm python rag

Last synced: 09 Apr 2025

https://github.com/teddylee777/langchain-teddynote

LangChain 을 더 쉽게 구현하기 위한 유틸 함수, 클래스를 만들어서 패키지로 배포하였습니다.

langchain rag

Last synced: 13 Apr 2025

https://github.com/LexiestLeszek/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.

crawler huggingface large-language-models llm ollama proxy rag retrieval-augmented-generation robots-txt scraper telegram-bot website-scraper

Last synced: 07 Apr 2025

https://github.com/lexiestleszek/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.

crawler huggingface large-language-models llm ollama proxy rag retrieval-augmented-generation robots-txt scraper telegram-bot website-scraper

Last synced: 10 Apr 2025

https://github.com/alexander-zuev/kollektiv

The open source chat powered by LLMs with RAG. Kollektiv makes it easy to sync your custom data sources and get accurate, contextual replies.

chatbot llm rag

Last synced: 09 Apr 2025

https://github.com/leonid20000/odinrunes

Odin Runes, a java-based GPT client, facilitates interaction with your preferred GPT model right through your favorite text editor. There is more: It also facilitates prompt-engineering by extracting context from diverse sources using technologies such as OCR, enhancing overall productivity and saving costs.

ai-assistant chatbot-ui chatgpt-app code-assistant custom-gpt gpt-client hacktoberfest llama3 natural-language-processing ollama ollama-client ollama-gui ollama-interface ollama-ui productivity productivity-tool prompt-engineering prompt-toolkit rag writing-tool

Last synced: 15 Apr 2025

https://github.com/sap-samples/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.

ai-core genai hana-cloud langchain rag terraform vector-engine

Last synced: 05 Apr 2025

https://github.com/antonis19/autobrowse

AutoBrowse is an autonomous AI agent that can perform web browsing tasks.

agents ai autogen autonomous-agents gpt gpt4 rag

Last synced: 12 Apr 2025

https://github.com/ocularengineering/ocular

Open Core Enterprise Search

ai chatgpt enterprise-search llm rag

Last synced: 21 Apr 2025

https://github.com/adithya-s-k/RAG-SaaS

⚡Ship RAG Solutions Quickly and effortlessly

ai-saas arize-phoenix llamaindex mongodb qdrant rag saas saas-boilerplate

Last synced: 27 Mar 2025

https://github.com/hannesrudolph/mcp-ragdocs

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

llm mcp mcp-servers rag vector-database

Last synced: 22 Mar 2025

https://github.com/jonaskahn/asktube

AskTube - An AI-powered YouTube video summarizer and QA assistant powered by Retrieval Augmented Generation (RAG) 🤖. Run it entirely on your local machine with Ollama, or cloud-based models like Claude, OpenAI, Gemini, Mistral, and more.

ai-agent ai-agents ai-bot claude gemini gpt gpt-4o gpt-4o-mini llama3 mistral nuxt ollama openai python qwen2 rag speech-to-text voyageai youtube

Last synced: 07 Apr 2025

https://github.com/nomadic-ml/nomadic

Nomadic is an enterprise-grade framework for teams to continuously optimize compound AI systems

agents application compound-ai-systems data evaluation fine-tuning framework hyperparameter-optimization hyperparameter-search hyperparameter-tuning llms rag

Last synced: 18 Jan 2025

https://github.com/bosun-ai/swiftide

Fast, streaming indexing and query library for AI (RAG) applications, written in Rust

ai data indexing llm llmops ml rag

Last synced: 09 Dec 2024

https://github.com/rmanluo/gfm-rag

Graph Foundation Model for Retrieval Augmented Generation

gpt graphrag knowledge-graph large-language-models llm rag retrieval-augmented-generation

Last synced: 13 May 2025

https://github.com/axflow/original-demo-ui

Demo UI for the axgen library

augmented context framework llm rag retrieval

Last synced: 05 May 2025

https://github.com/vectara/py-vectara-agentic

A python library for creating AI assistants with Vectara, using Agentic RAG

agentic-rag agents framework rag vectara

Last synced: 07 Apr 2025

https://github.com/hzeyuan/bookmarksAI

GPT automatically organizes your browser bookmarks

ai bookmarks chatgpt rag

Last synced: 24 Mar 2025

https://github.com/nvidia-ai-blueprints/rag

This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.

blueprint nim rag retrieval-augmented-generation

Last synced: 09 Apr 2025

https://github.com/astrabert/paperschat

An agentic AI application that allows you to chat with your papers and gather also information from papers on ArXiv and on PubMed

agent agentic-ai ai arxiv gradio llamaindex llamaparse llm mistral papers pubmed qdrant rag

Last synced: 09 Apr 2025

https://github.com/RihanArfan/chat-with-pdf

Chat with PDF lets you ask questions to PDF documents. Built and deployed with NuxtHub, and powered by Cloudflare Workers AI and Vectorize.

ai cloudflare nuxt nuxthub rag retreival-augmented-generation vectorize vue

Last synced: 06 Dec 2024

https://github.com/neondatabase-labs/pgrag

Postgres extensions to support end-to-end Retrieval-Augmented Generation (RAG) pipelines

chunking embeddings pgrx postgresql rag

Last synced: 09 Apr 2025

https://github.com/iamarunbrahma/pdf-to-markdown

Conversion of PDF documents to structured Markdown, optimized for Retrieval Augmented Generation (RAG) and other NLP tasks. Extract text, tables, and images with preserved formatting for enhanced information retrieval and processing.

document-conversion document-processing information-retrieval pdf-converter pdf-extraction pdf-parsing pdf-to-markdown python rag retrieval-augmented-generation text-extraction

Last synced: 10 Apr 2025

https://github.com/sap-samples/btp-cap-genai-rag

Explore this repository for GenAI samples on SAP Business Technology Platform (SAP BTP). We provide examples for single and multitenant versions, showcasing integration of LLMs via SAP AI Core, LangChain in SAP CAP, and advanced techniques like Retrieval Augmented Generation (RAG).

4371 ai-core btp-use-case-factory cloud-foundry foundation-model genai generative-ai gpt hana kyma llm openai rag saas sample sample-code sap-btp sap-cap typescript vector-engine

Last synced: 31 Mar 2025

https://github.com/mfydev/odoo-expert

RAG-powered documentation assistant that converts, processes, and provides semantic search capabilities for Odoo's technical documentation. Supports multiple Odoo versions with an interactive chat interface powered by LLM models.

chatbot documentation embeddings openai rag retrieval-augmented-generation

Last synced: 09 Apr 2025

https://github.com/parsee-ai/parsee-datasets

Datasets, case studies and benchmarks for extracting structured information from PDFs, HTML files or images, created by the Parsee.ai team. Datasets also on Hugging Face: https://huggingface.co/parsee-ai

datasets llm mllm rag

Last synced: 06 Jan 2025

https://github.com/microsoft/dstoolkit-text2sql-and-imageprocessing

This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure Document Intelligence

ai azure entity-relationship llm nl2sql query-builder rag search sql text2sql vector

Last synced: 13 Apr 2025

https://github.com/kbeaugrand/KernelMemory.StructRAG

Microsoft's Kernel Memory StructRAG implementation

indexing memory rag semantic-search struct-rag

Last synced: 13 May 2025

https://github.com/debapriya-source/nyaya-gpt

AI agent with RAG+ReAct on Indian Constitution & BNS

artificial-intelligence groq llama3-1 llm rag streamlit

Last synced: 13 Apr 2025

https://github.com/kardelruveyda/openai-dotnet-turkish-book

Bu kitap, OpenAI'nin resmi .NET API kütüphanesi olan openai-dotnet ile yapay zeka projelerinde nasıl etkin bir şekilde çalışılacağını anlatan kapsamlı bir rehber sunmaktadır. Kitapçık, hem temel kullanıcılar hem de ileri düzey yazılım geliştiriciler için hazırlanmıştır

chatbot dotnet dotnetapi openai rag turkishbook

Last synced: 10 Apr 2025

https://github.com/louisbrulenaudet/ragoon

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

ai embeddings embeddings-similarity faiss generative-ai groq groqapi llama llama-index llm nlp rag retrieval-augmented-generation vector-database vector-search vectorization

Last synced: 04 Mar 2025

https://github.com/sleeepeer/PoisonedRAG

[USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

ai machine-learning rag retrieval-augmented-generation security trustworthy-ai

Last synced: 02 Dec 2024

https://github.com/chatbotkit/node-sdk

The ChatBotKit Node SDK offers a JavaScript-based platform for effortlessly building conversational AI bots and agents.

agents ai anthropic chatbotkit generative-ai generative-ui mistral nextjs nodejs openai rag reactjs sdk

Last synced: 05 Apr 2025

https://github.com/jasonacox/tinyllm

Setup and run a local LLM and Chatbot using consumer grade hardware.

artificial-intelligence chatbot large-language-models llama-cpp-python llm openai rag retrieval-augmented-generation vllm

Last synced: 01 Jan 2025

https://github.com/ngshya/easyrag

Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

chatbot colbert-ai dspy genai rag streamlit

Last synced: 13 May 2025

https://github.com/kbeaugrand/kernelmemory.structrag

Microsoft's Kernel Memory StructRAG implementation

indexing memory rag semantic-search struct-rag

Last synced: 12 Apr 2025

https://github.com/benitomartin/crewai-rag-langchain-qdrant

Agentic RAG with Langchain, Qdrant and CrewAI

crewai jupyter-notebook langchain llm pyhton qdrant rag

Last synced: 15 Apr 2025

https://github.com/Blaizzy/mlx-embeddings

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

chatbot embeddings llms rag retrieval-augmented-generation

Last synced: 27 Dec 2024

https://github.com/imclumsypanda/chatchat-lite

从零开始基于 LangGraph 和 Streamlit 实现基于本地模型的 RAG、Agent 应用

agent chatchat chatglm glm langchain langchain-chatchat langgraph qwen rag streamlit

Last synced: 23 Apr 2025

https://github.com/kbeaugrand/semantickernel.connectors.memory.sqlserver

SQL Server connector for Semantic Kernel plugin and Kernel Memory

ai artificial-intelligence indexing llm memory openai rag sdk semantic-search sql-server

Last synced: 16 May 2025

https://github.com/teilomillet/raggo

A lightweight, production-ready RAG (Retrieval Augmented Generation) library in Go.

ai chromadb document-search embeddings golang llm milvus openai question-answering rag retrieval-augmented-generation vector-database vector-search

Last synced: 11 Apr 2025

https://github.com/Idee8/codecrawl

🌊 Turn entire codebases into LLM-ready data. Extract data, search, and llms.txt from any repo with a single API.

ai embeddings llm rag

Last synced: 10 May 2025

https://github.com/declare-lab/trust-align

Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

rag retrieval-augmented-generation

Last synced: 14 Apr 2025

https://github.com/harsh-vardhhan/ai-agent-flight-scanner

AI agent to search Google Flights data

agentic-ai chromadb deepseek-r1 langchain llm rag sqlite

Last synced: 11 Apr 2025

https://github.com/s-emanuilov/litepali

LitePali is a minimal, efficient implementation of ColPali for image retrieval and indexing, optimized for cloud deployment.

colpali information-retrieval multimodal-search rag retrieval-augmented-generation semantic-search semantic-search-engine vision-language-model

Last synced: 13 Apr 2025

https://github.com/metaglm/langchain-glm

基于 Langchain，快速集成GLM-4 AllTools 功能的插件

chatbot glm gpt gpt-4 langchain llama ollama rag

Last synced: 16 Jan 2025

https://github.com/anush008/fastembed-go

Go implementation of @qdrant/fastembed.

embeddings rag retrieval retrieval-augmented-generation vector-search

Last synced: 16 Mar 2025

https://github.com/lixx21/legal-document-assistant

A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide summaries and suggestions based on user queries. Features data ingestion with Airflow, real-time monitoring with Grafana, and a Streamlit interface.

google-bert grafana llm postgresql python rag retreival-augmented-generation streamlit

Last synced: 19 Dec 2024

https://github.com/timescale/private-rag-example

Private RAG app sample using Llama3, Ollama and PostgreSQL

llama3 ollama pgvector rag

Last synced: 10 Apr 2025

https://github.com/soulteary/dify-with-classical-search

Enable AI to quickly retrieve content, simply!

dify meilisearch rag

Last synced: 15 Apr 2025

https://github.com/Wannabeasmartguy/GPT-Gradio-Agent

Create your own GPT intelligent assistants using Azure OpenAI, Ollama, and local models, build and manage local knowledge bases, and expand your horizons with AI search engines. 使用 Azure OpenAI、Ollama以及本地模型创建自己的 GPT 智能助手，搭建和管理本地知识库，并使用 AI 搜索引擎扩展你的视野。

ai-applications azure gpt-35-turbo gpt-4 knowledge-base ollama ollama-app openai openai-api-chatbot rag retrieval-augmented-generation

Last synced: 24 Mar 2025

https://github.com/dcspark/shinkai-node

Shinkai is a two click install AI manager (Ollama compatible for Windows, Mac and Linux). It lets you download/use AI models, RAG, and performs actions for you with tooling (very soon).

ai chatgpt gui llama3 llm ollama qwen rag

Last synced: 17 Mar 2025

https://github.com/aianytime/medical-rag-using-meditron-7b-llm

Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.

chatbot ctransformers embeddings langchain llm llms meditron qdrant rag

Last synced: 28 Dec 2024

https://github.com/vectara/ragtime

An open source implementation of a bot that can respond to user questions from Slack, Discord by utilizing Vectara RAG

chat discord discord-bot rag slack slack-bot

Last synced: 14 Apr 2025

https://github.com/svilupp/aihelpme.jl

Harnessing Julia's Rich Documentation for Tailored AI-Assisted Coding Guidance

generative-ai julia rag

Last synced: 23 Mar 2025

https://github.com/svilupp/AIHelpMe.jl

Harnessing Julia's Rich Documentation for Tailored AI-Assisted Coding Guidance

generative-ai julia rag

Last synced: 23 Mar 2025

https://github.com/dongjunlee/langdict

Build complex LLM Applications with Python Dictionary

agents langdict llm llm-application modules python rag

Last synced: 12 May 2025

https://github.com/jgw96/web-ai-toolkit

The Web AI Toolkit simplifies the integration of AI features, such as OCR, speech-to-text, text summarization and more into your application. It ensures data privacy and offline capability by running all AI workloads locally, leveraging WebNN when available, with a fallback to WebGPU.

ai image-classification rag retrieval-augmented-generation speech-to-text transformersjs webai webgpu webnn

Last synced: 17 Mar 2025

https://github.com/tzolov/spring-ai-cli-chatbot

A command-line chatbot built with Spring AI that demonstrates Retrieval-Augmented Generation (RAG) and conversational memory capabilities.

chatmemory rag spring-boot springai

Last synced: 15 Apr 2025

https://github.com/drlordbasil/groq-gmail-assistant

Advanced AI email assistant using Groq for responsive replies, Llama for contextual information retrieval, and RAG with LangChain for enhanced accuracy.

agent ai api assistant calender email gmail groq langchain memory ollama rag tools

Last synced: 12 May 2025

https://github.com/onelevenvy/flock

Flock is a low-code platform for rapidly building chatbots, RAG applications, and coordinating multi-agent teams, primarily using LangChain, LangGraph, NextJS, and FastAPI.（Flock 是一个低代码平台，旨在快速构建聊天机器人、RAG 、Muti-Agent应用程序，主要使用 LangChain、LangGraph、NextJS 和 FastAPI。）

agent chakra-ui crewai fastapi langchain langgraph langgraph-gui llm muti-agent nextjs ollama openai openapi rag react react-flow workflow

Last synced: 15 Apr 2025