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Sep 9, 2024
#
rag-implementation
Here are 25 public repositories matching this topic...
RAG enabled Chatbots using LangChain and Databutton
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Nov 6, 2023 - Python
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
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May 15, 2024 - JavaScript
Open source implementation of Sova - RAG-based Web search engine using power of LLMs. Using Langchain, Ollama, HuggingFace Embeddings and scraping google search results.
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Feb 12, 2024 - HTML
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
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Feb 2, 2024 - Python
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
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Mar 7, 2025 - Python
Educational toolkit for all things RAG (Retrieval Augmented Generation)
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Aug 9, 2024 - Jupyter Notebook
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
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Oct 15, 2024 - Python
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
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Jan 20, 2025 - Jupyter Notebook
real-time, multi-modal, vector embedding pipeline
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Mar 19, 2024 - Python
Optimizing a Retrieval-Augmented Generation (RAG) system on the CNN/Daily Mail dataset using LangChain, with performance benchmarking and analysis via RAGAS.
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Aug 2, 2024 - Jupyter Notebook
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.
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Jun 26, 2024 - Python
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
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Jul 25, 2024 - JavaScript
Agentic RAG for journalling
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Nov 2, 2024 - Python
A command-line RAG Chatbot application built from scratch
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Mar 18, 2025 - Python
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
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May 29, 2024 - Jupyter Notebook
Ce projet est destiné aux utilisateurs souhaitant extraire et analyser des informations de plusieurs fichiers PDF.
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May 28, 2024 - Python
A prototype RAG-based AI project that allows cricket fans to explore and ask questions about previous editions of the Champions Trophy using PDFs as data. Built using ChromaDB and Hugging Face models, this solution enables real-time querying without retraining the model — combining fast retrieval with powerful generative responses.
nlp database neural-network vector artificial-intelligence cricket semantic-search sportsanalytics mistral rag huggingface llm langchain retrieval-augmented-generation rag-implementation cricketstats championstrophy cricket-fan-engagement customknowledgebase aiforsports
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Apr 12, 2025 - Jupyter Notebook
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