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GitHub topics: huggingface-embeddings

os-olaniyi/ded-lw-rag_llm

This repository is for retrieval augmentation generation, with knowledege based on DED.

Language: Python - Size: 16.6 KB - Last synced at: about 16 hours ago - Pushed at: about 16 hours ago - Stars: 0 - Forks: 0

edcalderin/HuggingFace_RAGFlow

This project implements a classic Retrieval-Augmented Generation (RAG) system using HuggingFace models with quantization techniques. The system processes PDF documents, extracts their content, and enables interactive question-answering through a Streamlit web application.

Language: Python - Size: 117 KB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

NishidJojare/Educational-RAG-model

A lightweight Retrieval-Augmented Generation (RAG) chatbot built using LangChain, FAISS, HuggingFace Embeddings, and Groq's llama3-70b-8192 model, served with FastAPI and a beautiful frontend chat interface.

Language: HTML - Size: 66.9 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

AlwaysSany/huggingface-local-embedding

A Fast API server that provides local text and multi-modal embedding using LlamaIndex Hugging Face Embedding

Language: Jupyter Notebook - Size: 1.8 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

YUGESHKARAN/ai_knowledge

AI Knowledge is the knowledge ingestion and embedding pipeline for your AI projects

Language: Python - Size: 1000 Bytes - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

YUGESHKARAN/pinecone_ai

This project is a conversational chatbot integrated with the Pinecone vector database.

Language: Python - Size: 6.84 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

rahulsamant37/SDLC-AIAGENT_HACKATHON

SDLC AI Agent is an AI-powered tool that streamlines the entire Software Development Lifecycle from requirements gathering to code generation and testing.

Language: Python - Size: 103 KB - Last synced at: 7 days ago - Pushed at: 19 days ago - Stars: 3 - Forks: 3

rekisama/insurance_assistant

基于LangGraph的智能保险合同 PDF 分析与问答助手,支持要点提取、检索、风险高亮、公式解析与可视化。AI-powered insurance contract PDF assistant: summarization, semantic/keyword search, risk highlighting, formula extraction, and visualization.

Language: Python - Size: 15.6 KB - Last synced at: 18 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

EzioDEVio/ai-knowledge-bot

his is my own custom-built offline AI bot that lets you chat with PDFs and web pages using **local embeddings** and **local LLMs** like LLaMA 3. I built it step by step using LangChain, FAISS, HuggingFace, and Ollama — without relying on OpenAI or DeepSeek APIs anymore (they just kept failing or costing too much)

Language: Python - Size: 29.3 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

satyampurwar/large-language-models

Unlocking the Power of Generative AI: In-Context Learning, Instruction Fine-Tuning, Reinforcement Learning Fine-Tuning and Retrieval Augmented Generation.

Language: Jupyter Notebook - Size: 180 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ayush-github123/resume-screening-agent

AI-powered Resume Screening Agent that analyzes candidate resumes against job descriptions using LLMs, vector similarity, and natural language reasoning.

Language: Python - Size: 17.6 KB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

divyaraj-vihol/PagePal-AI-

PagePal AI 🤖 is your friendly AI companion for PDFs. Simply upload your documents and chat to get instant, context-aware answers directly from their content. This app uses Groq's fast LLMs and LangChain to make interacting with your PDFs incredibly easy and efficient.

Language: Python - Size: 1.21 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

aTh1ef/YouTube-RAG-QA-Bot

Feeling lonely again? Don't worry — talk to YouTube videos this time 💔🩹

Language: Python - Size: 136 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

DhruvTambekar24/MultiDocRag-Streamlit

A Streamlit app that lets you chat with multiple documents (PDF, DOCX, TXT) using a Retrieval-Augmented Generation (RAG) pipeline powered by Google Gemini and FAISS — with inline citations, chunk previews, multi-source attribution, and chat history export.

Language: Python - Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

aTh1ef/ai-pdf-langchain-chatbot

Feeling lonely? Don't worry — talk to your PDFs 🤪

Language: Python - Size: 37.1 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Ruchip16/agentic-chatbot

Agentic Chatbot: for Navigating Red Hat Internal resources from THE SOURCE

Language: Python - Size: 2.86 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

shaadclt/Routing-Agent-Llamaindex

This project demonstrates a routing agent setup using LlamaIndex, Groq's LLaMA3-70B model, and HuggingFace Embeddings for answering queries from multiple domain-specific documents.

Language: Jupyter Notebook - Size: 90.8 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

saranshhalwai/gdscinduction

A chatbot using a basic RAG mechanism

Language: Python - Size: 303 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

tural00a1568/llm-chat-indexer

The LLM Chat Indexer is a clever tool designed to transform chaotic chat files into organized, searchable insights—ideal for anyone overwhelmed by digital conversations.

Language: Python - Size: 2.15 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Sourodip20kar/MindfulLibrary

MindfulLibrary is an LLM-driven book recommendation system that helps users discover books tailored to their interests, mood, and preferences. Built using Machine Learning, NLP, and Gradio, this project leverages semantic search techniques to provide personalized recommendations based on categories, themes, and tones.

Language: Jupyter Notebook - Size: 2.77 MB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

muzammil-git/Converse-AI

Converse is a demo application showcasing conversational AI using DeepSeek R1, Hugging Face embeddings, and LLaMA Index. It features natural dialogue capabilities, Chroma DB vector storage, and a user-friendly Gradio interface for seamless human-AI interaction.

Language: Python - Size: 10.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

somenath203/pdf-insights-interactive-q-and-a-with-llamathree-groq-api

Click below to visit my website

Language: Python - Size: 14.6 KB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

billy-enrizky/chat-with-documents

Chat With Documents is a Streamlit application designed to facilitate interactive, context-aware conversations with large language models (LLMs) by leveraging Retrieval-Augmented Generation (RAG). Users can upload documents or provide URLs, and the app indexes the content using a vector store called Chroma to supply relevant context during chats.

Language: Python - Size: 229 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

NebeyouMusie/End-To-End-Advanced-RAG-Project-using-Open-Source-LLM-Models-And-Groq-Inferencing

In this project I have built an end to end advanced RAG project using open source llm model, Mistral using groq inferencing engine.

Language: Python - Size: 76.2 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

laavanjan/Conversational-RAG-With-PDF-uploads-and-chat-history

This project combines the power of vector databases, large language models, and chat history management to create an interactive PDF chatbot

Language: Python - Size: 229 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

younis-ali/rag-pipeline-app

Implement RAG using LangChain and HuggingFace embedding models

Language: Jupyter Notebook - Size: 8.99 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

fosetorico/t-shirt_enquiryBot_sqlDB

End-to-End T-Shirt Enquiry Bot for answering real-time queries about t-shirt inventory using SQL database integration, Hugging Face Embeddings, ChromaDB, and Few-Shot Learning to enhance chatbot accuracy, context retention, and intelligent responses.

Language: Jupyter Notebook - Size: 169 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

chinmaysharmacs10/DermAssist

Repo for DermAssist: Your AI Assitant for Skin Problems. Powered by a vision model and a reliable RAG system.

Language: Jupyter Notebook - Size: 84 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 3

somenath203/ChatFolio

Click below to checkout the website

Language: JavaScript - Size: 215 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

confused-soul/JamiaGPT

A RAG Model ChatBot for jamia Millia Islamia

Language: Python - Size: 4.94 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

rooneyrulz/memomind-ai-chatbot

Memomind is a sleek note-taking app built with React 18, Next.js 14, and TypeScript. It features a chat-based RAG workflow, AI-powered insights with Langchain and Llama3, and secure authentication via Clerk. It uses Tailwind CSS for styling and Shadcn-UI for components.

Language: TypeScript - Size: 609 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

extrawest/conversational_rag_pdf

Conversational RAG with PDF and chat history

Language: Python - Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

MohdRasmil7/InstaDoc-Intelligent-QnA-Powered-by-RAG

Upload documents 📄 and get instant, accurate answers to your questions with InstaDoc: Intelligent QnA Powered by RAG. Enjoy quick summaries 📜 and precise Q&A, all through an intuitive interface. InstaDoc leverages advanced technologies 🚀 to help you understand your documents better and faster, making document analysis efficient and user-friendly

Language: Python - Size: 363 KB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

BrunoTanabe/whatsagenda-chatbot-for-calendar-configuration-demo

A ChatBot designed to assist WhatsAgenda customers in configuring their calendar. This tool streamlines the setup of scheduling, managing appointments, and customizing service hours, ensuring an efficient and user-friendly experience.

Language: Python - Size: 2.96 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

extrawest/llamaindex-analysis-agent

Analysis Agent on Llamaindex Typescript with a simple caching mechanism

Language: TypeScript - Size: 615 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

BrunoTanabe/chatpdf-ai-powered-document-interaction

ChatPDF leverages Retrieval Augmented Generation (RAG) to let users chat with their PDF documents using natural language. Simply upload a PDF, and interactively query its content with ease. Perfect for extracting information, summarizing text, and enhancing document accessibility.

Language: Python - Size: 1.58 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

RahulGupta77/Virutal_Agent_Crio_Hackathon

The project involves developing a chatbot to enhance learning by answering common FAQs and providing hints within the scope of each sprint. Below is the deployed link demonstrating frontend and node backend. Flask app is not deployed due to size issue, please run locally and use google api key to check the functionality of our RAG based chatbot

Language: TypeScript - Size: 3.39 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

NebeyouMusie/Advanced-RAG-QA-Chatbot

In this project I have built an advanced RAG Q&A chatbot with chain and retrievers using Langchain

Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Vedansh1857/GPT4o_Langchain_RAG

Description given in the README

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Vedansh1857/End-to-end-rag-app

Language: Python - Size: 17.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0