Python agents

Agentic IQ - $AGENT

personal-cfo , Reference implementation — 展示非專業投資人如何用確定性運算做退休軌道監控。銀行帳單進，財務報表出，資料留在本地。Fork 後依照你的情況改 config.yaml 就能用。

A Baseline for an Omnipotent AI Data Catalog

Telegram/Slack interface for local OpenAI Codex agent sessions

Connecting AI to biomedical data

Generate reliable data visualizations from LLM output using validated specs.

Autonomous AI Agent built on tinyloom

Battle-tested skills for AI agents that do real work

⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.

Declarative firewall for OpenClaw tool calls.

From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human

Mainnet-first Tempo MPP automation starter with workflow orchestration, spend caps, and provider safety controls.

AgentOrchestrator - Multi-agent development coordination platform. Transform AI assistants into sophisticated project planners that orchestrate teams of specialized agents for complex development workflows.

Save your tokens!

Searchable Markdown KB built for AI workflows. Hybrid search, typed relations, wiki links, graph views. Token-efficient CLI for agents, static publishing for humans.

Validate your remarkable idea with Claude Skill. 用 AI Skill 验证你的好想法

Multi-Agent LLM System for Digital Scam Protection

Document Summarization App using large language model (LLM) and Langchain framework. Used a pre-trained T5 model and its tokenizer from Hugging Face Transformers library. Created a summarization pipeline to generate summary using model.

God-GPT: a PoC of a godlike autonomous agent that leverages the Dalee-2 and whisper.cpp

A web app with a suite of AI-driven tools for intelligent code refactoring, style checking, test case generation, and cross-language translation, built with Python, Streamlit, and OpenAI.

Your friendly investment advisor has now turned into an LLM chatbot!

RAG application with LangChain and Local LLMs powered by Ollama

A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).

Summoner's core SDK for building and deploying agents

Langchain Gradient Integration

A LLaMA2-7b chatbot with memory running on CPU, and optimized using smooth quantization, 4-bit quantization or Intel® Extension For PyTorch with bfloat16.

Implementation of paper - Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning (https://arxiv.org/abs/2310.04474v2)

RAG技术实现。 langchain, llama_index

An app that uses Hugging Face AI models together with OpenAI & LangChain, to generate text from an image, which then generates audio from the text

Slack bot built on LangChain and ChatGPT.

This project leverages advanced AI agents from crewAI to assist doctors in diagnosing medical conditions and recommending treatment plans based on patient-reported symptoms and medical history. The solution uses Streamlit for the user interface and crewai library to define and manage AI agents and tasks.

Production-ready Agentic AI ChatBot using Llamaindex and Groq-Llama 3.3

Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359

The kernel layer for production AI agents

Xaibo is a modular agent framework designed for building flexible AI systems with clean protocol-based interfaces.

Pizzly, financial market analysis combining technical indicators with LLMs, featuring real-time data processing and AI-powered market insights ⚡️

This repository demonstrates a variety of **MCP Poisoning Attacks** affecting real-world AI agent workflows.

MCP server that execute applescript giving you full control of your Mac

Safety proxy for your AI Agents

Convert LinkedIn data exports to clean Markdown for LLM analysis & PDF resume generation. Zero-dependency Python CLI tool for AI career intelligence.

⚕️ Applying LLM-powered AI Agents to Support for Physical Rehabilitation & Telerehabilitation Therapists, Students, and Patients. Use EBSCO articles dataset; Embeddings; local/external LLMs (Phi-4-mini, Gemma-3-1B-it, Llama-3.2-1B-Instruct, etc.).

A telegram chat bot for : Getting lyrics, Getting nearby restaurants and their menu and random quotes.

LangGraphRAG: A terminal-based Retrieval-Augmented Generation system using LangGraph. Features include message history caching, query transformation, and vector database retrieval. Ideal for NLP researchers and developers working on advanced conversational AI and information retrieval systems.

A GPT-based chatbot who knows the content of your Confluence wiki.

Tiledesk Module for Conversational AI. Tiledesk is an open source conversational platform alternative to Intercom, Zendesk, Drift, Tawk.to and Tidio for Customer Service and Conversational Marketing.

Google Alexa like Laptop assistant written in Python which uses google's speech-to-text library to process voice input.

Darvin is a Python-based voice-activated chatbot that interacts with users via microphone and speaker. It can perform web searches, play music, tell the time and date, fetch weather information, and provide Wikipedia summaries on command. Utilizing various libraries such as speech_recognition, pyttsx3, requests, pygame, and wikipediaapi.

An example how to build chatbot using declarai for interacting with the language model, fastapi as backend server and streamlit for the GUI.

This repository hosts a user-friendly chatbot application, powered by the GPT-3.5 model and built with the Streamlit framework. Engage in dynamic conversations, ask questions, and enjoy interactive responses with ease. Customize and extend its capabilities to suit your specific requirements.

This project is a Medico Assistance Chatbot built using OpenAI's GPT-3 and Python with the Textbase library. The chatbot aims to provide medical information and support to users while emphasizing that it is not a substitute for professional medical advice.

Allows to save chat history of converation.

Chatbot-GPT, powered by OpenIM’s webhooks, seamlessly integrates with various messaging platforms. This tool enables private and group chats with bots, enhancing interactive communication. It delivers quick, automated responses, ideal for optimizing customer service and dynamic discussions, meeting diverse communication needs.

A chatbot for querying from Wikidata and Dbpedia

한국공학대학교 AI 챗봇 산돌이 배포용

Use ChatGPT to conduct code reviews on your pull requests.

PolyBotConversation is an experimental web application that allows you to have group chat conversations with humans and multiple LLM-powered chatbots with individualized "personalities."

Community-driven collection of open demos, tutorials, and deployment examples for building and running LLM-powered applications.

An open-source project building a customizable ChatGPT-like clone. Built with Django and Next.js, it features chat history, streaming responses, auto-generated titles, and more. Perfect for those looking to experiment with OS AI chatbot functionalities.

Data for "OntoChatGPT Information System: Ontology-Driven Structured Prompts For ChatGPT Meta-Learning" paper

chatbot for stock predictions utilizing machine learning

WhatsApp Web automation to send customized messages or bulk messages to contacts with a GUI.

The not-that intelligent, but cute Artificially Intelligent bot, created when I was bored.

A Discord chatbot, based on GPT-J, trained using OKBH messages

Flexiee is a customizable Python voice assistant that understands spoken commands, performs useful tasks,

A simple agent powered by LLMs that performs tasks.

Advanced Claude Code Tutorial

An offline CPU-first low-resource chat application to perform RAG on your corpus of data. Powered by OpenChat and CTranslate2.

open source API for your RAG Workflows. by Maux

GRAG is a simple python package that provides an easy end-to-end solution for implementing Retrieval Augmented Generation (RAG). The package offers an easy way for running various LLMs locally, Thanks to LlamaCpp and also supports vector stores like Chroma and DeepLake.

A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP) server designed to assist AI agents and developers in understanding and navigating codebases.. It supports incremental indexing and multi-language parsing, enabling LLMs to understand and interact with code.

Recurrence Meets Transformers for Universal Multimodal Retrieval

Oscillink — Self‑Optimizing Coherent Memory for Embedding Workflows

Hashtag is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

Simple demo of OpenAI Assistant with all tool types

LangChain Baby AGI integrated as a Web App using Databutton

Programmatic Agent Constraint Toolkit (PACT): Governance infrastructure for AI coding agents. Claude Code plugin marketplace.

Claude Code plugin that reviews every edit in plain English so you approve or undo with full context.

SUPERVAIZER is a toolkit built for the age of AI interoperability. At its core, it implements Google's Agent-to-Agent (A2A) protocol, enabling seamless discovery and interaction between agents across different systems and platforms.

Data Dialogue enables natural language querying of databases by integrating LLMs with SQL databases.

Bayesian decision theory engine for AI agents — Beta posteriors, VOI, and EU maximisation. Foundation for credence-router.

Open-source framework for building and testing LLM-powered applications: IRIS (single-agent orchestration), AETHER (declarative multi-agent systems), and AEGIS (adversarial security testing). Developed at MSU Denver's Community-Centered Computing (C3) Lab.

💂🏼 Build your Documentation AI with Nemo Guardrails

Provides personalized diet and workout recommendations based on user input. The recommendations are generated using a language model (LLM) for a more interactive experience.

LangGraph agent tutorial adapted to use MCP servers.

IONOS AI Chatbot is a starter pack built around a core ReAct agent with a FastAPI backend and Streamlit frontend for building intelligent conversational AI. It connects to IONOS Hub for inference models and IONOS Studio for fine-tuned models, supports real-time web search, model routing, and tool calling. It’s your European go-to solution for Infra

AI Video Analyzer & Chat Agent is a robust AI application built with Streamlit, Agno, & Langchain's DuckDuckGo Tool. Integrating Gemini 1.5 Flash, it enables video analysis, insight extraction, and AI-powered chat with features like content analysis, real-time web searches, and multi-modal analysis for research, education, and interactive learning.

A Python-based agent framework for large language models.

Multi-agent coordination using game theory and nonlinear opinion dynamics - CDC 2023

JAX Multi-Agent RL, Neuro-Evolution, and A-Life Library

Streamline hiring by connecting AI agents that evaluate, negotiate, and schedule interviews to reduce time and improve candidate fit.

由古埃及莎草纸得名，高效的AI Agent知识管理工具

CustomGPT.ai Integrations - ready-made social and messaging bots powered by CustomGPT.ai’s enterprise RAG API. Deploy AI assistants on Slack, Discord, WhatsApp, Telegram, Teams, and more in minutes, connected to 100+ data sources.

A conversational UI for chatbots using the llama.cpp server

:basketball::fire::basketball: LINE Bot that implemented FSM model with 9 features.

Compare chatbots pairwise via multi‑round evaluations for SE tasks.

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Library of composable well-architected CDK solution blueprints for real-world use cases — AI agents, document processing, serverless applications and more. Deploy or customize on AWS in minutes.

Provide a conversational assistant that can answer DevOps-related questions. This helps demonstrate how large language models (LLMs) can be applied to real-world knowledge domains (in this case, cloud and DevOps topics). For students, it’s a fun, interactive example of AI services.