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rag-application

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Powertracall / local-llm-suite

Star 288

Local Llm Suite

llm-ui llm-webui local-rag rag-application retrieval-augmented-generation-rag lmstudio-web-ui android-llm
  • Updated Aug 28, 2026

kaymen99 / langgraph-email-automation

Star 271

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

zaynkorai / mailflow

Star 24

Multi Generative AI agents for customer support email automation built with Golang, Google-GenAi and Customgraph solution

go golang automation google email customer-support gemini golang-tools gmail-api prompts rag ai-automation generative-ai langchain ai-ag langgraph rag-application customer-support-automation golang-ai
  • Updated Jul 9, 2025
  • TypeScript

theshivamlko / flutter-ai-labs

Star 23

A curated collection of LLM-powered Flutter apps built using RAG, AI Agents, Multi-Agent Systems, MCP, and Voice Agents.

embeddings chat-application mobile-development front-end-development tensorflow-lite flutter-examples vector-search on-device-ml on-device-ai retrieval-augmented-generation ai-agents-framework llm-agents llm-application gemini-ai rag-application mcp-server mcp-client gemma3n
  • Updated Dec 1, 2025
  • C++

simranjeet97 / Learn_RAG_from_Scratch_LLM

Star 13

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

aviaryan / talk-notes

Sponsor
Star 13

Chat with your Obsidian notes; entirely locally

rag obsidian-md retrieval-augmented-generation ollama rag-application
  • Updated Jan 25, 2026
  • Python

iamarunbrahma / rag-api

Sponsor
Star 11

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

0x-Professor / web3-Guardian

Star 10

🛡️ Web3 Guardian is a comprehensive security suite for Web3 that combines browser extension and backend services to provide real-time transaction analysis, smart contract auditing, and risk assessment for decentralized applications (dApps).

security-tools smartcontract-security web3security langchain-python rag-pipeline rag-application blockchain-security-solutions blockchain-security-tools dapp-security web3-guardian
  • Updated Aug 5, 2025
  • Python

rupamsamanta123 / PDF-QA-RAG-System

Star 6

📄 Transform your PDF documents into actionable insights with this RAG-based Question-Answering App for efficient and accurate responses.

python ai llama pdf-reader mistral rag openai-api ai-agent llm generative-ai langchain langfuse rag-evaluation llama3 rag-application pdf-rag pdf-question-answering rag-qa
  • Updated Aug 28, 2026
  • Python

Dhruvpatel004 / RAG-ChatBot-Streamlit-Ollama-MongoDB-ChromaDB

Star 5

🤖 NoCapGenAI is a Retrieval-Augmented Generation (RAG) chatbot built with Streamlit, Ollama, MongoDB, and ChromaDB. It features a clean, modern UI and persistent vector memory for context-aware conversations. Easily integrates with Ollama-supported models like phi3:mini, llama3, mistral, and more. Designed to support customizable assistant modes

python open-source mongodb chatbot embedding-models rag streamlit vector-database ai-assistant llm chromadb local-llm ollama rag-application context-aware-ai memory-augmented-ai langchain-alternative chatbot-with-memory
  • Updated Jul 6, 2025
  • Python

TufayelLUS / RAG-Scraper-AI-GUI

Star 3

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++

Evalutik / workflow-assistant-rag

Star 3

This workflow assistant is a fast and easy way to convert natural-language user requests into valid workflow configuration snippets by using retrieval (from existing real configs) + an LLM prompt.

workflow airflow zapier workflow-automation rag n8n openai-api workflow-configuration rag-application
  • Updated Nov 7, 2025
  • Python

igorsuhinin / rag-pdf-qa

Star 3

RAG-powered PDF QA system with self-reflection and multiple retrieval strategies (Stuff/Map Reduce/Refine). Includes monitoring via Langfuse & LangSmith and containerization with Docker

python ai rag openai-api ai-agent langchain chromadb langfuse rag-evaluation rag-application tavily-search
  • Updated Jul 7, 2025
  • Python

oelamazonas / email-agent

Star 3

📧 Streamline your inbox with Email Agent AI; it automatically sorts, classifies, and archives emails across multiple accounts for effortless management.

agent docker cli automation ai email autodiscover automx ai-agents autoconfig rag ai-automation langchain langgraph ai-customer-service llama3 rag-application customer-support-automation agentic-ai alchemyst-awesome-saas
  • Updated Aug 28, 2026
  • Python

ak-123459 / Open-RAGA

Star 2

This project implements a Retrieval-Augmented Generation (RAG) based chatbot designed to handle university-related queries using natural language understanding. It combines semantic search with generative AI to provide precise, context-aware answers to students, faculty, and visitors.

machine-learning university-project artificial-intelligence vector-database large-language-models university-chatbot retrieval-augmented-generation rag-pipeline rag-llm rag-chatbot rag-application rag-agents agentic-ai rag-systems langchain-chatbot personal-ai-ass
  • Updated Feb 26, 2026
  • Jupyter Notebook

BCAPATHSHALA / RAGApplication

Sponsor
Star 2

A comprehensive Retrieval Augmented Generation (RAG) application built with Next.js, featuring document processing, website scraping, and AI-powered chat functionality.

open-source automation ai chatbot openai ai-agents rag openai-api retrieval-augmented-generation notebooklm rag-chatbot rag-application
  • Updated Aug 21, 2025
  • TypeScript

wahidpanda / Quran-rag

Star 2

Agentic RAG chatbot for exploring the Quran & Hadith — local FAISS retrieval, multi-query expansion, cross-encoder re-ranking, FLAN-T5 generation, live verse enrichment (Arabic + audio), and web-validated Hadith authenticity. Built with Streamlit.

chatbot quran faiss rag streamlit llm langchain rag-application agentic-ai
  • Updated Jun 26, 2026
  • Python

Srilakshmi-mothkur / Inventory-Genie

Star 1

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

wasabina67 / local-rag-app-example

Star 1

Local rag app example

openai uv streamlit ollama rag-application gpt-oss-20b
  • Updated Nov 1, 2025
  • Python

wahidpanda / pdfkotha.AI

Star 1

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

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