rag-pipeline
There are 27 repositories under rag-pipeline topic.
Julian-AT/synth-ui
Generate & Ship UI with minimal effort - Open Source Generative UI with natural language
Renumics/lexio
Quickest way to production grade RAG UI.
Clearedge-AI/clearedge
Build a RAG preprocessing pipeline
MaxMLang/RAG-nificent
Production-ready Chainlit RAG application with Pinecone pipeline offering all Groq and OpenAI Models, to chat with your documents.
Dynatrace/obslab-llm-observability
Search for a holiday and get destination advice from an LLM. Observability by Dynatrace.
simranjeet97/Learn_RAG_from_Scratch_LLM
Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python
AnasAber/RAG_in_CPU
This repo is for advanced RAG systems, each branch will represent a project based on RAG.
teddy-ambona/openai-rag-chatbot
Demo LLM (RAG pipeline) web app running locally using docker-compose. LLM and embedding models are consumed as services from OpenAI.
Md-Emon-Hasan/Retrieval-Augmented-Generation-RAG
RAG enhances LLMs by retrieving relevant external knowledge before generating responses, improving accuracy and reducing hallucinations.
mistir-nigusse/LLM_Prompt_Engine
AI-driven prompt generation and evaluation system, designed to optimize the use of Language Models (LLMs) in various industries. The project consists of both frontend and backend components, facilitating prompt generation, automatic evaluation data generation, and prompt testing.
Aksherwal/AskSitare
It's an AI chatbot based on RAG pipeline for answering queries related to Sitare University.
AnasAber/MLflow_with_RAG
Using MLflow to deploy your RAG pipeline, using LLamaIndex, Langchain and Ollama/HuggingfaceLLMs/Groq
devcom33/Chat-with-Your-Documents
Chat-with-Your-Documents is an AI-powered document chatbot using RAG, FastAPI, and React.js for local PDF question answering.
dynamicanupam/Fashion_Recommendation_System_using_RAG_pipeline
A GenAI based search system that scans numerous fashion product descriptions to recommend suitable options based on user queries.
Md-Emon-Hasan/LangChain
Powerful framework for building applications with Large Language Models (LLMs), enabling seamless integration with memory, agents, and external data sources.
abm1499/ML-Powered-Research-Assistant
ML-Powered Research Assistant: A web application that processes PDF research documents, providing individual summaries, a comparative final summary, sentiment analysis, keyword extraction, and a RAG-powered chatbot for querying content. Built with a FastAPI backend and Next.js frontend, it leverages LLaMA and DistilBERT for NLP adv. capabilities.
kameshpoc/rag-data-pipeline
This repo is to demonstrate rag data processing pipeline using dataflow flex templates
nelima22/hybrid_search_rag_pipeline
Hybrid Search RAG Pipeline integrating BM25 and vector search techniques using LangChain
Piyush-sri11/QA-chatbot
A Question-Answering chatbot built using RAG (Retrieval-Augmented Generation) with conversation memory. This project uses LangChain, various LLM options, and vector stores to create an intelligent chatbot that can answer questions about Jessup Cellars winery.
saadtariq-ds/Generative-AI-with-Langchain-and-Huggingface
This repository offers a hands-on guide to mastering Generative AI with Langchain and Huggingface. It covers key concepts, practical implementation, and deployment strategies to help AI enthusiasts, developers, and professionals build and optimize AI models efficiently
AVidhanR/HassleMediBot
A Rag Based Medical ChatBot
bhatt-j/RAG-QABot
Retrieval-Augmented Generation (RAG) Model for a Question Answering (QA) bot that interacts with financial data, specifically Profit & Loss (P&L) tables extracted from PDF documents.
olifarhaan/rag-console-chat
This project implements document ingestion, embedding generation, and retrieval-augmented generation (RAG). If you are looking for a small project to understand the implementation of basic RAG then this project is good to go.
sarvagyakrcs/git-your-code
Git Your Code implements a cutting-edge Retrieval-Augmented Generation (RAG) architecture designed for deep semantic analysis of GitHub repositories. The system leverages vector embeddings, natural language processing, and machine learning to provide intelligent code comprehension and query capabilities.
siddhantprateek/bitrac-rag
This is a production-ready applications using RAG-based Language Model.
tejas-130704/WebScraperAI
WebScraperAI is a powerful tool that enables users to perform question-answering on website content using web scraping and retrieval-augmented generation (RAG) with LlamaIndex. It supports multiple LLMs, including OpenAI GPT-3.5, GPT-4, Gemini Pro, Gemini Ultra, and DeepSeek.
XSkuLL007/ML-Powered-Research-Assistant
ML-Powered Research Assistant: A web application that processes PDF research documents, providing individual summaries, a comparative final summary, sentiment analysis, keyword extraction, and a RAG-powered chatbot for querying content. Built with a FastAPI backend and Next.js frontend, it leverages LLaMA and DistilBERT for NLP adv. capabilities.