rag-implementation

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Here are 19 public repositories matching this topic...

avrabyt / RAG-Chatbot

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RAG enabled Chatbots using LangChain and Databutton

chatbot rag langchain databutton langchain-python rag-implementation

Updated Nov 6, 2023
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

Updated Feb 12, 2024
HTML

yuriihavrylko / Nova_Poshta_Hack

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Nova Poshta Hackathon

python gpt chromadb rag-implementation

Updated Feb 27, 2024

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

deeepsig / rag-ollama

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A Retrieval Augmented Generation (RAG) system using LangChain, Ollama, Chroma DB and Gemma 7B model.

python llm langchain chromadb ollama rag-implementation gemma-7b

Updated Apr 25, 2024
Jupyter Notebook

bennyschmidt / ragdoll

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The library for character-driven AI experiences.

chat ai bots chatbot-framework rag llm generative-ai llamaindex retrieval-augmented-generation ollama llm-apps rag-implementation rag-playground

Updated May 15, 2024
JavaScript

KalyanM45 / Question-Answering-System-using-RAG

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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

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

NandiSoham / Cocktail-Recommendation-System

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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

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

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

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

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