rag-implementation

Open source implementation of Sova - RAG-based Web search engine using power of LLMs. Using Langchain, Ollama, HuggingFace Embeddings and scraping google search results.

web-scraping large-language-models llm retrieval-augmented-generation rag-implementation

UpdatedFeb 12, 2024
HTML

nbonamy /rag-youtube

Sponsor

Star22

A set of scripts to build a RAG from the videos of a YouTube channel

playground youtube openai rag llm langchain retrieval-augmented-generation ollama rag-implementation rag-playground

UpdatedFeb 2, 2024
Python

MaxMLang /RAG-nificent

Star11

Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.

gemma pinecone rag groq vector-database chatgpt langchain chainlit mistralai mistral-7b rag-implementation groqapi rag-pipeline llama3 llama3-rag

UpdatedAug 19, 2025
Python

simranjeet97 /Learn_RAG_from_Scratch_LLM

Star10

Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python

artificial-intelligence rag datascience-machinelearning generative-ai llm-training retrieval-augmented-generation rag-model llm-framework llm-apps llm-evaluation genai-usecase rag-implementation rag-evaluation rag-embeddings rag-pipeline rag-llm rag-chatbot rag-application genai-domain

UpdatedJan 20, 2025
Jupyter Notebook

axioma-ai-labs /RAG

Star6

Educational toolkit for all things RAG (Retrieval Augmented Generation)

azure data-processing retrieval-augmented-generation rag-implementation rag-agents

UpdatedAug 9, 2024
Jupyter Notebook

nux-ai /server

Star5

real-time, multi-modal, vector embedding pipeline

serverless inference indexing multimodal vector-search llm rag-implementation

UpdatedMar 19, 2024
Python

hillaryke /rag-optimization-cnn-dailymail

Star5

Optimizing a Retrieval-Augmented Generation (RAG) system on the CNN/Daily Mail dataset using LangChain, with performance benchmarking and analysis via RAGAS.

rag langchain chromadb rag-implementation ragas

UpdatedAug 2, 2024
Jupyter Notebook

AnasAber /RAG_in_CPU

Star5

This repo is for advanced RAG systems, each branch will represent a project based on RAG.

redis redis-cache chat-application cohere faiss rag groq llms generative-ai langchain chromadb chat-with-pdf cohere-api rag-implementation faiss-vector-database groq-api rag-pipeline advanced-rag

UpdatedOct 15, 2024
Python

MadhanMohanReddy2301 /Gemini-RAG-Application

Star4

This RAG Streamlit app lets users chat with PDF documents using Gemini and Google's generative AI. Upload PDFs, process text, and get intelligent answers to your questions.

ai ml rag generative-ai rag-implementation gen-ai-initiatives

UpdatedJun 26, 2024
Python

KalyanM45 /Question-Answering-System-using-RAG

Sponsor

Star4

This repository contains a Streamlit-based Document Question Answering System implementing the Retrieve-and-Generate (RAG) architecture, utilizing Streamlit for the UI, LangChain for text processing, and Google Generative AI for embeddings.

question-answering-system langchain rag-implementation

UpdatedMay 24, 2024
Python

NotPunchnox /RAG-Ollama-JS

Star2

Ce projet est un logiciel de Retrieval-Augmented Generation (RAG) développé en Node.js avec LangChain et Ollama.

nodejs open-source embeddings embedding rag llm llms langchain ollama rag-implementation rag-llm rag-chatbot rag-chat simple-rag rag-embedding

UpdatedJul 25, 2024
JavaScript

hesamaria /rag-chatbot

Star2

🧠 Build a RAG-driven chatbot to answer user questions using real-world knowledge from documents, focused on mental health and social policy in Indonesia.

nlp api identity-resolution gpu confluence chat-application octo lumina rag vector-database astradb langchain langchain-python lamacpp ollama rag-implementation llama3 agentic-rag

UpdatedFeb 20, 2026
Python

NandiSoham /Cocktail-Recommendation-System

Star1

This project is based on the Cocktail Recommendation System, which utilizes the Retrieval-Augmented Generation (RAG) approach to provide users with personalized cocktail recommendations based on their queries.

mongodb openai recommender-system text-embedding python-project rag huggingface vector-database genai rag-implementation cocktail-recommendation