rag-implementation

Here are 19 public repositories matching this topic...

NandiSoham / Cocktail-Recommendation-System

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

Updated May 29, 2024
Jupyter Notebook

yacineberkani / Rag_multidoc

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Ce projet est destiné aux utilisateurs souhaitant extraire et analyser des informations de plusieurs fichiers PDF.

fine-tuning rag llms generative-ai llama-index llm-training rag-implementation llama3

Updated May 28, 2024
Python

yuriihavrylko / Nova_Poshta_Hack

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Nova Poshta Hackathon

python gpt chromadb rag-implementation

Updated Feb 27, 2024

KalyanM45 / Question-Answering-System-using-RAG

Sponsor

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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

Updated May 24, 2024
Python

insafhamdi / AutoMate-A-Retrieval-Augmented-AI-Chatbot-For-Car-Assistance

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chatbot chroma rouge-metric ndcg-evaluation rag streamlit llm langchain gpt35 langchain-python rag-implementation

Updated Oct 17, 2024
HTML

MadhanMohanReddy2301 / Gemini-RAG-Application

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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

Updated Jun 26, 2024
Python

contactvaibhavi / journal-agent

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Agentic RAG for journalling

fastapi nlp-deep-learning llm-agent rag-implementation rag-embeddings llm-agents rag-llm rag-agents

Updated Nov 2, 2024
Python

hillaryke / rag-optimization-cnn-dailymail

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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

Updated Aug 2, 2024
Jupyter Notebook

axioma-ai-labs / RAG

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Educational toolkit for all things RAG (Retrieval Augmented Generation)

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

Updated Aug 9, 2024
Jupyter Notebook

nux-ai / server

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real-time, multi-modal, vector embedding pipeline

serverless inference indexing multimodal vector-search llm rag-implementation

Updated Mar 19, 2024
Python

VladYashin / RAG

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A public repository for all things RAG (Retrieval Augmented Generation)

open-source data-processing rag retrieval-augmented-generation rag-implementation rag-agents

Updated Jul 10, 2024
Jupyter Notebook

AnasAber / RAG_in_CPU

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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

Updated Oct 15, 2024
Python

MaxMLang / RAG-nificent

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RAG-nificent is a state-of-the-art framework leveraging Retrieval-Augmented Generation (RAG) to provide instant answers and references from a curated directory of PDFs containing information on any given topic. Supports Llama3.1 and OpenAI Models via the Groq API.

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

Updated Jul 23, 2024
Python

nbonamy / rag-youtube

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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

Updated Feb 2, 2024
Python

LexiestLeszek / sova_ollama

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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