Projects in Awesome Lists tagged with rag-implementation

https://github.com/avrabyt/rag-chatbot

RAG enabled Chatbots using LangChain and Databutton

chatbot databutton langchain langchain-python rag rag-implementation

Last synced: 16 Mar 2025

https://github.com/avrabyt/RAG-Chatbot

RAG enabled Chatbots using LangChain and Databutton

chatbot databutton langchain langchain-python rag rag-implementation

Last synced: 04 Dec 2024

https://github.com/lexiestleszek/sova_ollama

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

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

Last synced: 03 Mar 2025

https://github.com/nbonamy/rag-youtube

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

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

Last synced: 08 Jan 2025

https://github.com/anasaber/rag_in_cpu

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

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

Last synced: 24 Jan 2025

https://github.com/simranjeet97/learn_rag_from_scratch_llm

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

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

Last synced: 15 Apr 2025

https://github.com/axioma-ai-labs/rag

Educational toolkit for all things RAG (Retrieval Augmented Generation)

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

Last synced: 06 Dec 2024

https://github.com/madhanmohanreddy2301/gemini-rag-application

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

Last synced: 05 Mar 2025

https://github.com/contactvaibhavi/journal-agent

Agentic RAG for journalling

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

Last synced: 07 Apr 2025

https://github.com/amiorhmn/rag-chatbot-from-scratch

A command-line RAG Chatbot application built from scratch

chatbot ollama rag rag-application rag-chatbot rag-implementation scratch-implementation

Last synced: 17 Mar 2025

https://github.com/sayamalt/ai-powered-research-assistant-using-langchain

Successfully developed an LLM application which generates a summary, a list of citations and references and response to a user's query based on the research paper's content.

chatopenai document-loader faiss-vector-database langchain large-language-models llm-applications openai-embeddings parallel-chain prompt-template rag-implementation retrieval-augmented-generation text-splitter vectorstores

Last synced: 24 Mar 2025

https://github.com/seekai-786/rag_model_ct

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.

aiforsports artificial-intelligence championstrophy cricket cricket-fan-engagement cricketstats customknowledgebase database huggingface langchain llm mistral neural-network nlp rag rag-implementation retrieval-augmented-generation semantic-search sportsanalytics vector