retrival-augmented-generation

There are 0 repository under retrival-augmented-generation topic.

DataScienceUIBK / Rankify
🔥 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.
nlp question-answering rag reranking retrieval retrival-augmented-generation agent llm ranked-retrieval ai chatgpt information-retrieval
Language:Python 519
chipper
TilmanGriesel / chipper
✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
embedding llm llm-inference ollama ollama-api ollama-client ollama-gui rag retrival-augmented-generation hugging-face huggingface deepseek-r1 deepseek deepseek-chat llama3 phi4 agent agentic-ai
Language:Python 471
BestRAG
samadpls / BestRAG
BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.
best-rag bm25 embedding-vectors hybrid-rag llm opensource pypi-package qdrant rag retrival-augmented-generation
Language:Python 17
pacificrm / RAG-Architecture
Multimodal Document Processing RAG with LangChain
huggingface huggingface-embeddings huggingface-models huggingface-transformers langchain llm milvus multimodal question-answering retrival-augmented-generation streamlit-webapp vector-database chatbot
Language:Python 8
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 ,files. This MVP leverages the gen ai models for video content and incorporates advanced natural language processing (NLP) techniques, including LangChain and stable diffusion techniques, to analyze and create visual impact.
data-centric-ai genai generative-adversarial-network infographics moviepy openai-api pexels-api retrival-augmented-generation stable-diffusion stable-diffusion-webui text-to-video-generation text-video-retrieval infographics-ai personalised-video hackathon-2024 hackathon-genai hackathon-project genai-usecase generative-ai web
Language:Jupyter Notebook 6
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.
ai chat ibm-granite rag trusted-ai retrival-augmented-generation
Language:Python 5
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
deepseek-r1 faiss-cpu faiss-vector-database huggingface langchain ollama rag retrival-augmented-generation streamlit
Language:Python 4
Stinktopf / Intent-API
Intent API enables the management of network devices with the help of ChatGPT by utilizing Netmiko for SSH control and NetBox for centralized network data management to perform vendor-agnostic, intent-based operations.
intent-based-networking large-language-models netbox netmiko retrival-augmented-generation
Language:HTML 4
ardacetinkaya / Hello.AI.World
Just some initial learning for usage of AI models within .NET platform with Semantic Kernel APIs
csharp dotnet large-language-models llm rag retrival-augmented-generation semantic-kernel
Language:C# 3
georgong / QaMail-LLM
An AI-powered email assistant that retrieves emails and generates intelligent responses
email llm-agents ai llm retrival-augmented-generation
Language:Python 3
Abhinand-p / Project_Medical-INLPT-WS2023
A medical NLP project developed for the WS2023 course, focusing on extracting, processing, and analyzing medical text data using advanced NLP techniques. This project aims to improve information retrieval and decision-making in healthcare.
natural-language-processing pubmed retrival-augmented-generation
Language:Jupyter Notebook 2
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.
agi data-science django image-interpretation lava llama2 llm python retrival-augmented-generation visual-large-language-models artificial-intelligence artificial-neural-networks transfer-learning transformer
Language:CSS 2
JANHMS / needle-haystack
Needle components for Haystack projects.
agents ai information-retrieval maschine-learning needle python rag retrival-augmented-generation sdk transfomers
Language:Jupyter Notebook 2
pharmaverse / py-pkglite
Pack and unpack source projects of any language into portable text files
clinical-trials ectd packaging-tool pharmaverse retrival-augmented-generation python regulatory
Language:Python 2
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.
generative-ai llm rag retrival-augmented-generation wordpress
Language:Python 2
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~
retrival-augmented-generation
Language:Jupyter Notebook 2
aakashsharma003 / lib
A platform built to make learning easy and collaborative. With Library, users get filtered YouTube content for better understanding, real-time doubt-solving, and quick revision tools—all in one place.
retrival-augmented-generation
Language:JavaScript 1
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
agi code-generation django llama3 multi-agent-systems python rag redis-server retrival-augmented-generation software-development software-engineering webapplication website-generation websocket
Language:Python 1
FYT3RP4TIL / TranscriptIQ-RAG
Retrieval-Augmented Generation on YouTube transcripts and PDFs to deliver accurate and contextual answers.
openai openrouter pinecone retrival-augmented-generation huggingface-embeddings langchain llama3-8b
Language:Jupyter Notebook 1
isherous / bible_chats
RAG (Retrieval-augmented generation) app made with Flutter, Firebase, Gemini, LangChain and Pinecone.
firebase flutter gemini gemini-api langchain python semantic-search vector-database cross-platform retrival-augmented-generation firestore ai ai-application artificial-intelligence large-language-models llm
Language:Dart 1
Manithj / study-buddy-rag
An interactive AI-powered study assistant that helps users engage with their study materials through a chat interface. The application uses LangChain and Ollama to provide intelligent responses based on uploaded PDF documents.
artificial-neural-networks deep-learning llm retrival-augmented-generation vector-database
Language:Python 1
maryamyazdi / QA-with-RAG
A question-answering framework empowered with a custom retrieval-augmented generation (RAG) pipeline to answer queries on local documents
faiss-vector-database large-language-models question-answering retrival-augmented-generation
Language:Python 1
NourEldin-Ali / RAG-QA-Chatbot
This is a chatbot QA RAG project implemented using LangChain, which answers based only on the context and is flexible to update and integrate with different LLM models and various vector databases
ai langchain llm retrival-augmented-generation
Language:Python 1
petersun1937 / cross-platform-chatbot-rag
An on-going chatbot project. Deployed on Heroku and Github Page.
chatbot dialogflow documentprocessing openai-api rest-api retrival-augmented-generation
Language:Go 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.
bert bun codebert fastapi multimodal-embeddings nextjs pg-vector retrival-augmented-generation similarity-search
Language:Python 1
pranjalagg / DocuChat
A RAG based application to chat with documents uploaded to the app
gemini langchain rag retrival-augmented-generation
Language:Python 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.
langchain llm retrival-augmented-generation semantic-model snowflake
Language:Python 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
faiss javascript llama3 nextjs python python3 qcm retrival-augmented-generation sql
Language:Jupyter Notebook 0
Bharath-tars / Rag_free_cources_assisstant
This is a RAG based smart search tool for recommending free online courses for upskilling
data-scraping generative-ai groq huggingface llama3 pinecone python rag retrival-augmented-generation vector-database
Language:Python
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).
docker flask generative-ai llama-index llm openai react retrival-augmented-generation
Language:TypeScript
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.
llm pinecone retrival-augmented-generation
Language:TypeScript
isidharthrai / Mr.HelpMate-AI-using-retrieval-augmented-generation-RAG-
The goal of the project is to build a robust generative search system capable of effectively and accurately answering questions from a policy document.
generative-ai retrival-augmented-generation
Language:Jupyter Notebook
kavin-kr / kube-agent
AI agent that interacts with a Kubernetes cluster to answer queries about its deployed applications
ai-agent chatgpt kubernetes openai retrival-augmented-generation
Language:Python
RezaArani / aillm
Golang RAG/LLM framework with Memory and Transcriber - All-in-One Platform
golang llm retrival-augmented-generation rag
Language:Go
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.
gemini langchain-js nextjs pg-vector rag-pipeline retrival-augmented-generation
Language:TypeScript
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.
agent-based-model firebase huggingface llm prompt-engineering python rag react-native retrival-augmented-generation
Language:Jupyter Notebook

retrival-augmented-generation

DataScienceUIBK / Rankify

TilmanGriesel / chipper

samadpls / BestRAG

pacificrm / RAG-Architecture

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

yaacov / rag-chat-interface

mohd-faizy / RAG-DeepSeek

Stinktopf / Intent-API

ardacetinkaya / Hello.AI.World

georgong / QaMail-LLM

Abhinand-p / Project_Medical-INLPT-WS2023

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

JANHMS / needle-haystack

pharmaverse / py-pkglite

speechwrecko / wordpress-rag

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

aakashsharma003 / lib

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

FYT3RP4TIL / TranscriptIQ-RAG

isherous / bible_chats

Manithj / study-buddy-rag

maryamyazdi / QA-with-RAG

NourEldin-Ali / RAG-QA-Chatbot

petersun1937 / cross-platform-chatbot-rag

sarvagyakrcs / s0.dev

pranjalagg / DocuChat

shaziaakhan / ChatBot-snowflake

TINBYTE / RAG_SQL_QUIZ_GENERATION

Bharath-tars / Rag_free_cources_assisstant

chitrakumarsai / RAG_APP

Hari-1903 / SentriAI

isidharthrai / Mr.HelpMate-AI-using-retrieval-augmented-generation-RAG-

kavin-kr / kube-agent

RezaArani / aillm

sarvagyakrcs / git-your-code

Trups39 / coffee_shop_customer_service_chatbot-main