Custom agents

AronaOS is an offline AI-powered personal assistant that helps you manage tasks, set reminders, and recall context-aware conversations. Built with Python, Flask, and local LLMs like Phi-3 Mini, it's designed for both privacy and productivity.

Community MCP server that exposes Coroot incidents and health summaries as read-only tools for AI assistants (not an official Coroot product).

🌊 VibeCode: The AI development terminal powered by Claude 3.5 & GPT-4. Just type what you want to build in plain English → get production-ready code instantly. 10x faster development. Zero configuration. ⚡ Try it: npm install -g vibecode

NanoClaw, ported to the GitHub Copilot SDK. Same containers, channels, skills — any Copilot model.

A modern, feature-rich SSH terminal application built with Electron and React. KEMENT combines traditional SSH functionality with AI-powered assistance to enhance productivity and streamline remote server management.

🤖 AI-powered chat specializing in explaining, refactoring, debugging and converting short code snippets.

When your complex requests confuse AI This tool transforms vague, multi-goal prompts (e.g., "create a study plan that balances learning, exercise, and hobbies") into unambiguous "action charters" for AI. It detects conflicting objectives in your instructions, clarifies priorities, and ensures AI outputs stay locked on your true intent.

MCP server for VOICEPEAK text-to-speech synthesis

AI-powered assistant that listens to your calls and provides intelligent, knowledge-based answers — completely invisible to screen sharing.

Autonomous AI Agent for Windows - Your intelligent, always-on AI assistant with screen understanding and task automation.

A RAG-based framework for constructing scientific knowledge graphs.

RAG Q&A system

🧠 AI Memory Proxy: LLM with persistent user memory using PostgreSQL + pgvector. AI-driven fact extraction, semantic search, single API call optimization.

This is a comprehensive large model service platform designed to facilitate rapid deployment and application of large model services in small and medium-sized enterprises. The platform mainly includes large model service and application modules, data management modules, and development documentation modules.

Structured Turkish Constitution dataset in Markdown and JSON for search, legaltech, NLP, and RAG applications.

旋转机械故障诊断AI 智能体

Use LLM/AI agent for Web scraping (collection data) and analysis data with deep research

A self deployable LLM application with our innovational IC framework (a RAG method)

This is standard mini–RAG Application from scratch

An AI-driven Hacker News aggregator providing automated Chinese translations, structured summaries, and RAG-based Q&A to help users efficiently access technical insights.

Universal document-to-markdown and section splitter for HTML, URLs, and PDFs.

DSCode is a free, comprehensive learning platform for mastering Data Science, AI, and Machine Learning. With 445+ curated problems across 16 topics including Python, ML, Deep Learning, NLP, Computer Vision, Gen AI, RAG, and AI Agents, DSCode helps you build job-ready skills through hands-on practice.

AI-powered system for mapping clinical text to Human Phenotype Ontology (HPO) terms using Retrieval-Augmented Generation (RAG). Features Python CLI/library, FastAPI backend, and Vue.js frontend for interactive phenotype extraction from medical texts.

One-click conversion of arXiv papers to Markdown with perfect LaTeX formula preservation

A modular, multi-model AI assistant UI built on .NET 9, featuring RAG, extensible tools, and deep code + database knowledge through semantic search.

A comprehensive Pre-RAG prototype dashboard for document parsing, multi-method chunking, vector embedding generation, and hybrid search exploration. Built with React and powered by in-browser ML models.

Chat with your PDFs using local AI models Process PDF documents and have interactive conversations with their content. Everything runs locally - no data leaves your machine.

LLM App to demystify and summarize Terms and Conditions agreements

AI Agent SDK designed for Go developers

ShopGenie is an AI powered shopping assistant. It harnesses the power of LLM and RAG for finding a product easier than ever. This repository is the main application for the project.

Java ONNX Embedding & Retrieval-Augmented Generation (RAG) Engine

Framework for Retrieval-Augmented Generation (RAG)

Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models

Complete open-source data platform with Airbyte, Dremio, dbt, and Apache Superset - Documented in 18 languages

RAG-Based Research Assistant

Dynamic Few-Shot Prompting is a Python package that dynamically selects N samples that are contextually close to the user's task or query from a knowledge base (similar to RAG) to include in the prompt.

AI-powered debate assistant using Groq, Gemini APIs, and SearchXNG for intelligent argumentation. Built with RAG (Retrieval-Augmented Generation) architecture to source academic research and data. Features real-time web search integration and upcoming Model UN debate simulation mode.

A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.

EntRAG - Enterprise RAG Benchmark

Local RAG system with realtime auto ingestion of documents and notes and exposed via MCP to be used with Local or Cloud based LLMs

AI-powered Web3 chat that mixes live market and DeFi data (CoinGecko, DeFiLlama) with RAG over a PostgreSQL/pgvector knowledge base; React + Vite frontend and Express backend.

Your screen history, searchable and automated - Windows OCR + REST API + AI + RAG

Fivetran dbt package designed to generate an end model and Cortex Search Service (for Snowflake destinations only) which contains unstructured document data to be used for Retrieval Augmented Generation (RAG) applications leveraging Large Language Models (LLMs)

Knowledge Copilot is a Retrieval-Augmented Generation (RAG) application with multi tenant isolation based on LDAP for companies. It allows organizations to interact with their private document libraries securely, providing accurate answers with transparent quality scoring, source citations and traceability.

Java Spring Boot RAG & hybrid search system for graduation projects: Elasticsearch BM25, BGE-M3 vector search, reranker, evidence-grounded QA, book recommendation, Vue 3, offline evaluation.

A tutorial-scale, fully local RAG-based chatbot built with Gemma 3 via Ollama + Bright Data SERP API + Chroma. This researches topics comprehensively and then answers questions using retrieval-augmented generation.

Perplexity-style conversational search — plain-English questions answered from live Google + Bing results, grounded and cited. FastAPI + React + Cloudflare LLaMA 3.1 70B.

A RAG assistant for reviewing your notes

Final project for LLM Zoomcamp 2024

A private, local RAG (Retrieval-Augmented Generation) system using Flowise, Ollama, and open-source LLMs to chat with your documents securely and offline.

A comprehensive AI-powered study assistant that transforms your PDF study materials into interactive learning tools including flashcards, practice exams, and an intelligent chat interface powered by Google Gemini AI.

RAGify is a modern chat application that provides accurate, hallucination-free answers by grounding responses in your documents. No more made-up information - if the answer isn't in your knowledge base, RAGify tells you so.

A full-stack knowledge graph-based Retrieval Augmented Generation (RAG) system for Vietnamese tax law documents. Compares vector search vs graph-based retrieval approaches.

AI-Powered Knowledge Graph Extraction from Scientific Papers

Model Context Protocol server for advanced RAG with Knowledge Graphs

me.fyi python backend with core LLM and RAG logic, flask API, Twitter bot

Portable vector database with auto-installing Ollama embeddings. Zero-config semantic search via SQLite.

Simple Local GraphDB based Memory, Neo4j / Kuzu

A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide summaries and suggestions based on user queries. Features data ingestion with Airflow, real-time monitoring with Grafana, and a Streamlit interface.

A framework for evaluating various customization techniques for foundation models (FMs) using your own dataset. This includes approaches like RAG, fine-tuning, and a hybrid method that combines both

A retrieval-augmented generation (RAG) system for exploring bioinformatics software via natural language, using metadata from bio.tools and a local LLM

Awesome list for AI chaos engineering: experiments, evaluations, guardrails & observability for LLM/RAG.

一个基于 Eino 框架的综合性大模型应用，用eino实现了一个流式对话AI和一个集成了Qdrant向量数据库的RAG知识库。是学习和实践大模型工程化的绝佳案例。

RAG pipeline with Agents for multiround conversation consistancy

🧩 Intelligent Chunking Methods for Code Documentation RAG

A multi-platform financial chat application with AI-powered document analysis, real-time stock data, and web search capabilities.

GitStarRecall is a local-first AI enabled web app that turns your GitHub stars into a searchable memory system on your browser locally.

This project is a Document Retrieval application that utilizes Retrieval-Augmented Generation (RAG) techniques to enable users to interact with uploaded PDF documents. By leveraging a Large Language Model (LLM), users can ask questions about the content of the documents and receive accurate answers based on the information retrieved.

Implementation of the GraphRAG system based on QDrantDB + Neo4j DB on a clean Bun + TypeScript architecture

Minimalist Telegram bot for codebase analysis using LLMs and RAG

A command-line semantic search tool that indexes and searches local Git repositories using vector embeddings

Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

Official web application for managing, configuring, and testing the Brevia API

Engineer markdown snapshots of your application for promoting LLMs manually.

A simple Docker based playground that brings together popular open source data and AI tools to help others get started with data lakehouse architecture and GenAI development on their local machines.

ACLReady, a retrieval-augmented language model application that can be used to empower authors to reflect on their work and assist authors with the ACL checklist.

Self-hosted and local-first application for inference and RAG on consumer grade hardware.

DEO: Training-Free Direct Embedding Optimization for Negation-Aware Retrieval, ACL 2026 Workshop RAG4REPORT

An Abstraction Using a similar API to Pinecone but implemented with pgvector python

A Python project that deploys a Local RAG chatbot using Ollama API. Refines answers with Deep Research from external websites, and uses both Embedding and LLM models.

A basic project for RAG with Node.js

Dify智能体 RAG统计分析课程助手 TTS文本转语音

Practical AI & more workflows for coding, MCP, local AI, productivity, research, media, and ops.

AutoML/Unstructured Data Processing for RAG and LLM Dataset Creation. Current Database Options are: Qdrant or Marqo DB.

Loreer is wise AI assistance that has the vast knowledge of all lores, whether that is movie, series, game, or book related. Powered by LLMs and AI.

A utility to chat with documents

Summarization extension for text-generation-webui, combining both general information & specific information via structured summarization data & RAG for near-perfect memory.

A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.

Unlock the power of vector databases with the "Vector Databases: from Embeddings to Applications" course! A journey that will equip you with essential skills to leverage vector databases for various applications.

RAG workflow-friendly enhancement of Marker that converts PDFs into a single-file markdown equivalents. It handles GPU and PyTorch configuration, document splitting and chunking, image BASE64 embedding, LLM post-processing and cleanup, and consolidation of output.

12-Types-of-RAG, Python, Typescript, ...

Fastest way to make a RAG for your current website. WIP

Your Family Translator — An AI-powered wellness platform combining emotional companionship, community support, and self-reflection tools in a calming beach-themed experience.

Web crawler for generating RAG knowledge base files

Give your AI a perfect, infinite memory. A local-first, zero-LLM memory system and Model Context Protocol (MCP) server designed to give AI assistants (like Claude, ChatGPT, and custom agents) a searchable, structured "Memory Palace."

Local AI workstation dashboard Neuralforge— manage LLMs, agents, RAG, Telegram AI bot with 14 meme personas & voice cloning, image/video/3D generation, and LoRA fine-tuning and SMM module from a single web UI. Runs entirely on your hardware.

Self-hosted Markdown knowledge workspace with spaces, search, access control, and LLM-ready workflows.

A key-value store that matches based on semantic similarity instead of exact lexical equality

Github application (bot) which generates answers to repo issues using AI (LLM's)