retrival-augmented-generation | Topic

Topic: "retrival-augmented-generation"

TilmanGriesel/chipper

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

Language: Python - Size: 84.4 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 437 - Forks: 40

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

Language: Python - Size: 5.11 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 420 - Forks: 34

samadpls/BestRAG

BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.

Language: Python - Size: 36.1 KB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 13 - Forks: 1

greenland-dream/video-understanding

This repository provides core code for managing large volumes of video footage, enabling content understanding, automatic tagging, and vector database storage. It integrates multimodal models and LLMs for accurate descriptions and semantic search. A web interface allows visualization.

Language: Python - Size: 25.9 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 11 - Forks: 6

Blacksujit/100X-Engineers-GenAI-Hackathon-Submission

Dataviz AI is an AI powered web application that enables users to generate animated infographic videos based on input Data , text,files. This MVP leverages the Pexels API for video content and incorporates advanced natural language processing (NLP) techniques, including LangChain and stable diffusion techniques, to analyze and create visual impact

Language: Jupyter Notebook - Size: 113 MB - Last synced at: about 18 hours ago - Pushed at: 16 days ago - Stars: 4 - Forks: 1

georgong/QaMail-LLM

An AI-powered email assistant that retrieves emails and generates intelligent responses

Language: Python - Size: 1.48 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

ardacetinkaya/Hello.AI.World

Just some initial learning for usage of AI models within .NET platform with Semantic Kernel APIs

Language: C# - Size: 166 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

pharmaverse/py-pkglite Fork of MSDLLCpapers/py-pkglite

A simple framework for packing source packages written in any programming language into a text file and restoring them into the original directory structure

Language: Python - Size: 1.41 MB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

JANHMS/needle-haystack

Needle components for Haystack projects.

Language: Jupyter Notebook - Size: 219 KB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

mihirchhiber/ComplaintBot

AI-powered customer support assistant designed to handle food delivery complaints efficiently. Built using LangChain, RAG (Retrieval-Augmented Generation), PostgreSQL, and email automation, the chatbot provides empathetic, context-aware responses to customer queries regarding order status, payment issues, and refunds.

Language: Python - Size: 396 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 1

yaacov/rag-chat-interface

A self-hosted, privacy-focused RAG (Retrieval-Augmented Generation) interface for intelligent document interaction. Turn any document into a knowledge base you can chat with.

Language: Python - Size: 6.09 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 1

mohd-faizy/RAG-DeepSeek

Efficiently search and retrieve information from PDF documents using a Retrieval-Augmented Generation (RAG) approach. This project leverages DeepSeek-R1 (1.5B) for advanced language understanding, FAISS for high-speed vector search, and Hugging Face’s ecosystem for enhanced NLP capabilities. With an intuitive Streamlit interface and Ollama for mode

Language: Python - Size: 405 KB - Last synced at: 27 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

petersun1937/cross-platform-chatbot-rag

An on-going chatbot project. Deployed on Heroku and Github Page.

Language: Go - Size: 159 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

Stinktopf/Intent-API

Intent API is a tool for managing network devices, using Netmiko for SSH control and NetBox for network data, enabling vendor-agnostic, intent-based operations.

Language: Python - Size: 11.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

aakashsharma003/lib

Collaborative Learning Platform

Language: JavaScript - Size: 505 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

XinaiLU/A-Football-Domain-Specific-Knowledge-Dialogue-Model-with-Enhanced-Retrieval

A football domain-specific knowledge dialogue model implemented using Retrieval-Augmented Generation (RAG) + GPT-3.5 API + Gradio frontend~

Language: Jupyter Notebook - Size: 8.52 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

isherous/bible_chats

RAG (Retrieval-augmented generation) app made with Flutter, Firebase, Gemini, LangChain and Pinecone.

Language: Dart - Size: 1.56 MB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

maryamyazdi/QA-with-RAG

A question-answering framework empowered with a custom retrieval-augmented generation (RAG) pipeline to answer queries on local documents

Language: Python - Size: 5.67 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

AlinaBaber/Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication

Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation.This repository contain the Django based Web Application of this project.

Language: CSS - Size: 944 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

AlinaBaber/Django-based-Website-Code-generation-with-RAG-Llama3-Multi-AGI-of-Software-development-WebApp

The Django-based-Website-Code-generation-with-RAG-Llama3-Multi-AGI-of-Software-development leverages advanced technologies and specialized agents to streamline the entire software development lifecycle. This repository contains Django based Web Application

Language: Python - Size: 475 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

speechwrecko/wordpress-rag

Simple rag implementation for any WordPress blog. Leverages the bootstrap, python, milvus vector dB, and configurable options for LLM providers (Open AI, Anthropic) and embeddings.

Language: Python - Size: 712 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Arthur14123/Rag_free_cources_assisstant

This is a RAG based smart search tool for recommending free online courses for upskilling

Language: Python - Size: 40 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

parvShah22/Rag_free_cources_assisstant

This is a RAG based smart search tool for recommending free online courses for upskilling

Language: Python - Size: 40 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

RezaArani/aillm

Golang RAG/LLM framework with Memory and Transcriber - All-in-One Platform

Language: Go - Size: 633 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Akshayredekar07/awesome-mongodb

Awesome MongoDB tutorials, examples, and datasets for mastering NoSQL from beginner to advanced levels.

Language: Python - Size: 1.12 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

photokheecher/ChatGita

Building a Retrieval-Augmented Generation (RAG) Model for Hindi and Sanskrit Question Answering with the Bhagavad Gita

Language: Python - Size: 68.4 KB - Last synced at: 15 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

sarvagyakrcs/git-your-code

Git Your Code implements a cutting-edge Retrieval-Augmented Generation (RAG) architecture designed for deep semantic analysis of GitHub repositories. The system leverages vector embeddings, natural language processing, and machine learning to provide intelligent code comprehension and query capabilities.

Language: TypeScript - Size: 27.2 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

Dhanush-R-git/Medical-Report-Summarization

The Medical Report Summarization System is a web-based application designed to facilitate the management and summarization of medical reports.

Language: HTML - Size: 4.43 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

harmeshgv/RAG-Experiments

Showcasing diverse RAG techniques for enhanced natural language processing tasks.

Language: Python - Size: 187 KB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ewdlop/Prompt-Engineering.md

Ask ChatGPT to response in Non-axiomatic Mathematics;套路;話術;我有內鬼，我素內鬼，曾有內鬼，曾有賢內助, 賢內助?

Language: Python - Size: 395 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

shaziaakhan/ChatBot-snowflake

Built and hosted a Conversational AI Chatbot on Streamlit, powered by Large Language Models (LLMs). Implemented Cortex LLM & Cortex Analyst for real-time natural language processing (NLP) and optimized vector embeddings for enhanced contextual understanding.

Language: Python - Size: 58.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

bmmunga/medguide-ai

A Retrieval-Augmented Generation (RAG)-based AI assistant tailored for a hospital. It provides accurate, context-aware answers to patient queries by combining the hospital's medical knowledge base with a large language model (LLM). Ideal for answering FAQs, drug information, and hospital-specific guidelines.

Language: JavaScript - Size: 311 KB - Last synced at: 27 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

sarvagyakrcs/s0.dev

The modern web development landscape is plagued by a peculiar paradox: despite the abundance of UI components and design systems, developers still spend countless hours reimplementing similar interfaces. S0 addresses this challenge by introducing a novel approach that combines advanced vector search capabilities.

Language: Python - Size: 2.08 MB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

TINBYTE/RAG_SQL_QUIZ_GENERATION

An AI-powered platform that dynamically generates and grades exam questions using Retrieval-Augmented Generation (RAG). It leverages NLP, document retrieval, and a user-friendly interface for seamless exam creation

Language: Jupyter Notebook - Size: 12 MB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Hari-1903/SentriAI

SentriAI streamlines BPO operations with AI-powered task prioritization, automated ticketing, and an intelligent knowledge base. It enhances efficiency, reduces workload, and ensures faster resolutions through RAG-based document retrieval.

Language: TypeScript - Size: 2.25 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Bharath-tars/Rag_free_cources_assisstant

This is a RAG based smart search tool for recommending free online courses for upskilling

Language: Python - Size: 45.9 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ShlokArora2709/DocWise

DocWise is a Django-based web application that manages medical consultations and reports. It features medical report processing, doctor registration, appointment booking, video calling via WebRTC, and a chatbot with Retrieval-Augmented Generation (RAG) for enhanced interactions.

Language: CSS - Size: 1000 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

EddyEjembi/FUPRE-Chatbot-Client

Frontend Interface for a RAG Chatbot that provides information about the Federal University of Petroleum Resources

Language: Python - Size: 86.9 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

chitrakumarsai/RAG_APP

This is a full-stack web application that enables users to upload documents, query an index built from those documents and retrieve responses powered by a Large Language Model (LLM) using Retrieval-Augmented Generation (RAG).

Language: Python - Size: 20 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

AM-Ankitgit/QA_chatbot_llamaIndex_Google_Gemini

Language: Jupyter Notebook - Size: 145 KB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Trups39/coffee_shop_customer_service_chatbot-main

An innovative AI chatbot for order-taking, menu guidance, query filtering, and product recommendations using Market Basket Analysis, prompt engineering, and LLM-based NLP techniques.

Language: Jupyter Notebook - Size: 7.32 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AlinaBaber/Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-Api

Data-Science-and-Insight-Agent-RAG-LLama3-Lava-LLM-Django-WebApplication is an advanced AI-driven chatbot designed to assist in data science, document analysis, and image interpretation. This repository contain the Django based rest apis of this project.

Language: Python - Size: 47.9 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0