rag-application

Here are 16 public repositories matching this topic...

kaymen99 / langgraph-email-automation

Multi AI agents for customer support email automation built with Langchain & Langgraph

customer-support gmail-api ai-agents email-automation rag ai-automation langchain langgraph ai-customer-service ai-customer-support llama3 rag-application rag-agents customer-support-automation

Updated Feb 13, 2025
Python

simranjeet97 / Learn_RAG_from_Scratch_LLM

Star

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

Updated Jan 20, 2025
Jupyter Notebook

TufayelLUS / RAG-Scraper-AI-GUI

Star

This python powered AI based RAG Scraper allows you to ask question based on PDF/URL provided to the software using local Ollama powered LLMs

rag python-ai ai-ml ai-assistant ai-tools ai-tool rag-embeddings ai-software rag-llm rag-application rag-agents rag-applications python-rag

Updated Nov 28, 2024
C++

wahidpanda / pdfkotha.AI

Star

pdfKotha.AI - Interact with PDFs using AI! Upload, ask questions, and get instant answers from Google's Gemini model. Streamline your research and information retrieval tasks effortlessly

open-source pdf app machine-learning text-to-speech google deep-learning research-paper gemini-api streamlit streamlit-webapp llm rag-application

Updated Nov 22, 2024
Python

iamarunbrahma / rag-api

Star

RAG-API: A production-ready Retrieval Augmented Generation API leveraging LLMs, vector databases, and hybrid search for accurate, context-aware responses with citation support.

aws-s3 citations openai fastapi hybrid-search qdrant anthropic llamaindex retrieval-augmented-generation ollama llm-apps tavily rag-application

Updated Dec 2, 2024
Python

mayankbohra / ML-Bot

Star

ML Bot is a RAG Application built using google/gemma-2b-it local LLM

machine-learning pytorch sentence-transformers llm gemma-2b rag-application

Updated Nov 22, 2024
Jupyter Notebook

BetterRAG: Powerful RAG evaluation toolkit for LLMs. Measure, analyze, and optimize how your AI processes text chunks with precision metrics. Perfect for RAG systems, document processing, and embedding quality assessment.

optimization evaluation embeddings evaluation-framework rag embeddings-extraction rag-evaluation rag-application rag-optimization chunking-optimization embeddings-optimization

Updated Mar 26, 2025
Python

pugalkmc / groove-bot

Star

A supportive server to handle telegram messages using telegram bot API, return back the response to the user with RAG application techniques

python chatbot pinecone vector-database rag-application

Updated Nov 12, 2024
Python

tomlin7 / Notebook

Star

AI-powered platform that turns study notes into podcast episodes with two hosts and lets you chat with documents.

pdf podcast notebook note-taking notes-app rag research-assistant rag-application

Updated Apr 6, 2025
TypeScript

Srilakshmi-mothkur / Inventory-Genie

Star

A basic RAG application for inventory management. Provides real-time stock updates, checks availability, suggests similar products, and generates responses to both customer and manager queries .

gemini faiss sentence-transformers langchain rag-application

Updated Jul 23, 2024
Jupyter Notebook

amiorhmn / RAG-Chatbot-from-Scratch

Star

A command-line RAG Chatbot application built from scratch

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

Updated Mar 18, 2025
Python

vancenceho / simple-rag-app

Star

A simple Retrieval-Augmented Generation (RAG) web application chatbot called Raggy 🤖

python3 vertex-ai llm langchain-python google-vertex-ai rag-application

Updated Feb 10, 2025
Jupyter Notebook

VivekShinde7 / Character_Insight_Extractor_Using_LLM

Star

This project utilizes advanced Large Language Models (LLMs) and vector database technologies to extract structured information about characters from literary texts. It is designed to analyze a given text, identify key characters, and determine their summaries, relationships, and roles (e.g., Protagonist, Antagonist, or Side character)

python embeddings langchain chromadb mixtral-8x7b groq-api rag-application