Custom agents

A chatbot developed using seq2seq encoder-decoder

AWS Lex bot with API integration via AWS Lambda

Aira is a series of chatbots developed as an experimentation playground for value alignment.

Prototype Discord bot integrating Kobold Horde LLM with Stable Horde diffusion & captioning. Intent recognition for advanced features, starter project.

Chinese chatbot for neural machine translation in PyTorch.Including basic seq2seq、seq2seq with attention、pointer generator、seq2seq with cnn and so on.

Discord bot written in V13 with lots of features and customization

Flan-T5 GODEL GPT-2 chatbots without any input and output filters

An AI chatbot application for character interaction

agentUniverse-chat 是面向业务的 Chat UI SDK，提供了一套完整的聊天机器人解决方案，包括会话管理、消息管理、技能管理、Copilot模式、事件订阅、主题切换、移动端适配等功能。 能够帮助业务侧快速的实现商业级别的大模型对话服务。

A developer-friendly personal assistant. Built with NestJS and React.

Simple ai chatbot project using React Native.

This is a terminal themed AI chat app, currently supports Google flash 2.1 as well as llama AI.

AI Embedder Engine: An open-source Python engine for generating embeddings from PDFs, storing them in Parquet, and indexing with FAISS for semantic search.

An Android App recreating the Simon Says game. Uses MediaPipe to run an LLM on device using RAG

Context-first autonomous multi-agent system

Autonomous memory system for AI infrastructure.

Rapid Document Ranking, Powered by Lightweight Models.

on-device Flask-based web application designed to help you create, manage, and visualize notes effectively and securely

LangGraph RAG pipeline using DeepSeek‑V2 (67B) via Hugging Face Transformers.

Open Multi-Modal Personal Assistant

Simple RAG system

A Chrome extension that uses PromptAPI and vector embeddings to help users quickly find answers about the current website's content.

Combine the advantages of Dify and Vercel

A command line utility that queries websites for answers using a local LLM

An interactive chatbot system designed to help resolve student queries efficiently. The system features both user and admin interfaces, allowing for dynamic query handling and response management.

An experimentation platform for comparing 10+ RAG retrieval, chunking, generation, and caching strategies.

TurboQuant vector quantization for browser and edge runtimes

Universal documentation extraction tool

Retrieval-Augmented Generation system: ask a question, retrieve relevant documents, and generate precise answers. RAG demo: document retrieval + LLM answering

WovenSnips: A Lightweight, Free, and Open-source Implementation of Retrieval-Augmented Generation (RAG) using Straico API

Substrate Python SDK

TinyRag is a minimal Python library for retrieval-augmented generation. It offers easy document ingestion, automatic text extraction, embedding generation, and retrieval with vector stores. Designed for quick setup and flexible provider configuration, TinyRag enables fast, contextual responses from language models.

A tool for evaluating and tracking your RAG experiments. This repo contains the Python SDK for logging to Tonic Validate.

Build an AI-powered chatbot that is able to access external data to provide the most accurate answer

A tool for scraping web documentation using Crawl4AI, converting it to Markdown, and preparing it for integration with local LLMs (like Ollama) to enhance their knowledge for learning and "vibe coding" workflows.

Scrappe-Tout is a web scraping tool designed to convert HTML documentation into clean, organized Markdown files. It automatically handles navigation menus, removes duplicate content, and generates descriptive filenames for easy reference.

用最少的代码实现完整的 RAG 引擎，零依赖，纯 JavaScript，详细中文注释，适合学习和理解 RAG 原理。

Welcome 👋 to the WetroCloud SDK. An easy-to-use toolkit for integrating with the WetroCloud API. Manage collections, work with resources, and run AI-powered queries including Retrieval-Augmented Generation (RAG)

腾飞智能助手是基于钉钉平台的AI助手，集成了大型语言模型、知识库、对话记忆储存和多种工具能力，提供智能问答、任务处理和信息检索服务。深度集成钉钉构建智能待办/日程/日志/审批系统等，实现自然语言到API的自动转换，用户操作步骤减少70%。

A memory store for LLM agents. Hybrid BM25 + dense retrieval, cross-encoder reranking, clustered retrieval-induced forgetting (RIF), and an optional LLM enrichment layer at write time.

RagE (RAG Engine) - A tool supporting the construction and training of components of the Retrieval-Augmented-Generation (RAG) model. It also facilitates the rapid development of Q&A systems and chatbots following the RAG model.

RAG/StructRAG using SQLite, C# and Ollama

End-to-end architecture for document-centric conversational AI

Code for the USDA Branded Food Dataset pipeline and the USDA Food Assistant. This project consolidates USDA FoodData Central data into a structured dataset, along with an interactive tool that allows for conversational exploration of food items, nutrients, and ingredients.

Muzlin: a filtering toolset for semantic machine learning

Leverage vector databases to swiftly construct a diverse range of applications through "Building Applications with Vector Databases" course!

Typescript client for Unbody's API

Multi-provider LLaMA 3.1 70B benchmark for dental knowledge — latency, consistency, and factual accuracy across 7 hosts, tracked in Weights & Biases.

A small Next.js app which utilises search results to feed context to the LLM.

Retrieval-Augmented Generation (RAG) + Multi-Agent Systems (MAS)

RAG-Enhanced Fake News Predictor analyzes news content using multi-API verification, AI assessment, and machine learning models. It cross-checks articles against a knowledge base, validates news authenticity, and provides detailed insights, helping users identify fake or misleading information efficiently.

🧹 Automated Filtering of Undesirable Web Data to Update LLM Knowledge

Privacy-First Retrieval-Augmented Generation (RAG) app for macOS. Search, index, and chat with your local documents directly on your Mac. No cloud, no tracking — everything runs fully offline for maximum privacy.

TinyRAG is a minimalist Python library that enables developers to rapidly build RAG-powered applications. It supports a flexible range of LLM endpoints and provides a clean API for combining retrieval with generation.

Test, compare, and optimize your AI prompts in minutes

This repository provides a template for building Large Language Model (LLM) powered microservices using FastAPI. It's designed to help you quickly set up and deploy AI-driven APIs that leverage the power of LLMs like GPT-3, GPT-4, Claude or other similar models.

A Javascript implementation of LoopGPT

Library that enables Streaming for OpenAI Assistants API using Astra Assistants

Deterministic tool-call guardrails for pi — enforce rules with before-tool hooks instead of prompts

Automated pipeline for real-time market analysis: Scrape live job data, generate structured CSVs, and create analytics scripts using Kiro with Bright Data MCP.

EDAgent is a skill-based LLM agent designed to assist EDA research workflows, routing user requests to appropriate skills for code analysis, debugging, experiment setup, and research automation.

AI agent skill that creates formal, verifiable proofs of claims — every fact computed or cited, never asserted

An open-source AI that quietly remembers who you are — in plain markdown you fully own. Works with Claude Code, Codex CLI, opencode, and any other agent that reads AGENTS.md.

Knowledge completion layer for Claude Code - finish your thoughts and make them reusable across sessions and agents

MyCodex desktop AI agent workspace for Codex + Hermes workflows, WeChat control, browser automation, file artifacts, and token-light setup.

A multi-provider desktop agent IDE for tool-using local and cloud models.

An autonomous AI agent that crawls, summarizes, and publishes news articles.🚀

Agent similar to OpenClaw that lives on Telegram bot built on the Claude Agent SDK — with integrations for WhatsApp, Gmail, Spotify, Notion, and more

Token-efficient web research for AI agents; tinyfish search + Groq summarisation, 99% fewer tokens than raw HTML

MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.

AI agent skill: tell Claude Code, Codex, Gemini or OpenClaw to upload your recording to YouTube — it downloads from Drive, transcribes, generates timestamps and metadata automatically.

A smart, conversational interface for automotive part queries. Leverages Amazon Bedrock and OpenSearch to provide accurate part information, compatibility checks, and detailed responses. Streamlines the process of finding and verifying car parts for owners and mechanics.

Agent2Agent Protocol (A2A) 中文文档

omni-agent-java based on Spring Boot and Spring AI. (Developed and maintained by 重庆北睿星科技有限公司)

AI command center for the servers you already SSH into — diagnose, fix, and verify over SSH. macOS, Linux, Windows (preview), iPhone, Android.

OpenClaw skill to crosspost X/Twitter posts to Reddit via browser automation

14 Claude Code skills for content creation, knowledge management, and media automation

玄圃 Xuanpu — AI 原生桌面工作台 · Git Worktree GUI · Claude Code / OpenCode / Codex 集成 · macOS 免费开源 · AI-native desktop workbench for coding agents

MCP Kill-switch for AI agents. Validates infrastructure operations before execution. Fail-closed. Evidence-backed.

Empowering agents with a unique persona and ethical cognitive intelligence.

基于 LangGraph + MCP + FastAPI(SSE) + Streamlit 的本地知识库问答助手

🦞 Curated OpenClaw config templates for Chinese LLM providers, multi-channel setups, automation & more | OpenClaw 配置模板大全

🚀 Веб-интерфейс для AI-агента с возможностью выполнения Python-кода, управления файлами и работы с веб-контентом

a tool that reduces token usage and request waste in coding-agent workflows by selecting, compressing, caching, and budgeting repository context

Ready-to-use AI agent templates with complete workflows that make Claude smarter at specific development tasks.

An agentic AI Chrome extension that autonomously understands website APIs, analyzes page structure, and generates custom scripts through natural language prompts. Think of it as a Cursor-like AI assistant, but for any website you're browsing.

NeuroCore is a self-hosted, modular AI agent framework for building persistent, tool-using autonomous systems. It combines workflows, long-term memory, RAG, and a plugin-based architecture into a unified platform for advanced AI applications.

A website where a user enters one seed (entrepreneurial) idea and gets back an explorable, zoomable thought graph with labeled relationships, expandable nodes, critique on initial idea, cross check (across all online sources) whether an idea already exists or not, and one-click one-pager export.

Security-first Rust CLI for dependency risk scanning, API workflow testing, and shared coding memory.

LLM framework for long running agents

Open AI-native infrastructure for scientific knowledge — multi-persona MCP service + ingest pipeline, Apache 2.0

Secure runtime for multi-agent AI. Kernel sandboxing (seccomp-bpf), real-time PII redaction, Merkle audit trails.

A structured Node.js starter for AI-native development—designed for alignment, clarity, and scalable systems.

crosswire (xw) — Cross-machine communication protocol for AI coding agents. File-based, SSH-bridged, agent-agnostic. Zero dependencies beyond Bash.

AI-powered environmental monitoring system for marine and terrestrial ecosystems using computer vision, real-time analysis, and FAIR data principles.

Sandbox npm, pip, and AI coding agents in ephemeral macOS micro-VMs

Open-source local dashboard for managing your Claude Code skills and MCP servers, with silhouette-scored clustering to surface overlapping skills.

Agentic stack-neutral starter pack with instant project auto-mapping. Perfect bootstrap for Claude Code, Cursor, Hermes and multi-agents — full context from minute one.

Crypto market intelligence CLI — technical analysis, derivatives, DeFi, token performance, events, liquidation risk, and more. Powered by TrueNorth.

A curated collection of OpenClaw resources, guides, skills, and best practices. Open source AI agent platform for WhatsApp, Telegram, Discord automation.