Python agents

Auto-respond to GitHub issues and offer chat & Q&A features about your favorite repository. Clone a repo, initialize a chatbot or QA system, mention-based comment replies, and a user-friendly chat UI. Built on Langchain, it provides advanced NLP capabilities.

Retrieval Augmented Generation using LangChain and FAISS.

Automate tasks with specialized AI Agents using CrewAI, Langchain and LLMs, a team of agents that can work together to complete tasks using AI prompting techniques from creating tasks to generating keynote speeches.

Production-ready RLAIF trading system with multi-agent Claude AI that learns from market outcomes. Features 60+ indicators, foundation models, and serverless deployment.

Analyze a Video and generate commentary about it with OpenAI's GPT-4V, Text-to-speech, LangChain, Streamlit, Replit, Twilio SendGrid, and OpenCV!

🤖VChat-BigDL: A ChatBot for Video Understanding Based on BigDL

The PDF Chatbot project uses advanced NLP models and Unstructured.io for parsing complex PDFs, enabling streamlined extraction and querying of information, including tables, graphs, and images, through a user-friendly interface.

Production-ready multi-agent AI assistant with RAG, MCP server, and CRM integration. Reference implementation. Telegram/MAX Messenger, Bitrix24, ChromaDB, OpenAI/YandexGPT. 170 tests, 84% coverage.

🤖 Transform internal knowledge retrieval with a secure, on-premise RAG-powered chatbot that enhances efficiency through natural language queries.

An alternative to libraries like Pinecone, which are notoriously expensive, so that you can store information for LLM queries in your local machine.

Simple PDF chatbot using LangChain, OpenAI API, FAISS and Streamlit.

A chatbot that uses Retrieval Augmented Generation (RAG) to answer questions for the Faculty of Engineering community at the National University of Colombia.

Langchain Ollama Streaming example implemented in the flask

Advanced multimodal RAG system for querying PDF documents with text, images, and tables using vector embeddings, semantic chunking, and LLMs via Groq API

AI-powered layover planning system with CrewAI orchestration and ArcGIS routing integration.

Integrating Databricks Genie as a tool in CrewAI agents.

🤖 Multi-agent code review framework using CrewAI. 7 specialized agents analyze PRs with evidence-based findings, auto-patches, and comprehensive evaluation metrics.

This project allows agents to take a given YouTube URL, extracts all the comments, and generates a final report with insights to inform better content creation.

Job offers scrapper, AI enrichment & UI search & management tool

A simple showcase of how to leverage a CrewAI agent inside of a Streamlit UI to analyze Hackernews top posts.

Team for discussing ideas in CrewAI

Web application that generates a newsletter based on a stock ticket utilizing AI agents

AI-powered automation system that transforms natural language requirements into production-ready Kubernetes manifests through three specialized CrewAI agents. System is able to execute manifest creation and editing, knowledge retrieval using RAG with late chunking, web search, and static and runtime validation of the configuration files.

This repository implements a Cybersecurity Threat agentic workflow that generates a report for cybersecurity professionals using the CrewAI framework and Streamlit for the user interface.

AI-powered performance assistant that uses your Garmin data to generate personalized weekly plans with nutrition, training, and recovery guidance.

Enables AG2 (formerly Autogen) agents to securely execute code in isolated remote sandboxes using YepCode’s serverless runtime.

Useful components and experiments to help AutoGen devs

Electron desktop app to auto-fetch emails from Gmail, tag them on importance and then apply a Label on the Gmail account.

FastAPI + Hugging Face Transformers + LlamaIndex

The platform features: Provide 24/7, personalized guidance on policy selection and claims via voice or chat. Ensure clear understanding of policy terms. Automate form-filling with Al for error-free applications and higher claim acceptance rates.

Enables users to interact with the LLM via Ollama by implementating a client-server architecture utilizing FastAPI as server-side framework and Streamlit for user interface.

ZeusDB vector database integration for LlamaIndex. Connect LlamaIndex's RAG framework with enterprise-grade vector database capabilities.

RAG with open source LLM mistral loaded through Ollama and built on LlamaIndex and served on Chainlit

An open-source AI agent platform that does the work for you.

Polymorphic Agent Swarm Architecture: model-agnostic, self-organizing multi-agent system with 6 topologies, 1,095+ tests (adversarial, chaos, e2e, integration, performance, MCP, Ray), 18 completed phases.

AI Agent Orchestration Engine — spawn and command an army of AI agents with Roman military precision

This is the Official Implementation of "CANTANTE: Optimizing Agentic Systems via Contrastive Credit Attribution" by Tom Zehle

autodev 是一个自动化开发流程编排工具。它通过 plan -> dev -> review -> arbitrator -> merge 的闭环循环，驱动多代理协作，直到任务通过质量门禁并完成合并。

About Most AI systems forget. MultiHead organizes a team of specialists that don’t. MultiHead is a system for breaking down complex tasks, executing them across specialized AI components, verifying results, and building persistent knowledge over time.

A comprehensive demonstration of Model Context Protocol (MCP) servers and clients, showcasing AI-powered tools and multi-agent systems for code analysis, security scanning, and intelligent automation.

Rag Application with Multi-Agent Orchestrator

Distributed Agent Knowledge Base - Multi-agent collaboration system for Claude Code

A general pytorch implementation of the Minimax Multi-Agent Deep Deterministic Policy Gradient (M3DDPG) algorithm used for multiagent reinforcement learning.

Multi-expert roundtable discussion powered by Resonnet.

Autonomous AI trading system using xAI Grok for market analysis and Interactive Brokers for execution

An autonomous self-driving agent for slowroads.io using OpenCV, DBSCAN, RANSAC, and a PID controller

self made agent what have bunch of tools can create files, folders, can analyze, pylint, autopep8, Difff, Edit and Apply , SummerizeWebage, TavilyWebserach uvm.

An Inference Operating System that reduces unnecessary LLM calls by structuring intelligence before scaling it.

This agent intelligently analyzes your shopping intent and searches across 24 connected Shopify stores in parallel. Using a coordinated multi-agent system, it discovers and show the most relevant products,product infos and prices.

Multi-agent intelligent irrigation system using Google Gemini ADK. Proactive plant care with explainable AI decisions, real-time monitoring, and automated watering control.

LLM-powered research reading system with topic evolution, state-machine report generation workflows, and memory-based knowledge tracking.

An AI-based documentation generation tool

AI-powered ATC training platform with voice recognition, intelligent virtual pilots, and X-Plane 12 visualization

OpsForge AI is an AWS-native agentic IT operations platform that uses Bedrock for LLM reasoning and DynamoDB for persistent memory. It correlates alerts, predicts risks, and automates safe patching through specialized agents, with serverless deployment via Lambda, API Gateway, and EventBridge.

Generative AI Apps Practices – A curated suite of hands-on generative AI projects showcasing best practices in prompt engineering, code repository interaction, legal document summarization, and financial statement analysis.

Teaching how to run AI locally.

This repository gathers concrete implementations and usage examples of the A2A protocol across popular agentic AI frameworks. The goal is to lower the barrier to entry for developers and researchers looking to adopt A2A in their own systems.

Resume Tailorator is a sophisticated multi-agent AI system designed to analyze job postings and tailor your resume to match specific job requirements. It ensures authenticity, avoids AI clichés, and optimizes for Applicant Tracking Systems (ATS).

Multi-agent AI system for interview practice. Features adaptive questioning, real-time coaching, personalized feedback, and learning recommendations via web search. Built with FastAPI, React, LangChain, and Google Gemini. Deployed on Azure & Vercel.

A multi-agent trading system for Indian stocks where AI agents analyze market, news, social sentiment, and fundamentals. Agents debate and challenge each other to generate explainable, data-driven trading strategies for stocks on NSE and BSE.

The open-source run log for MCP agents. Get a shareable report to verify and reproduce what the agent did — plus a protective mode for common dangerous SQL.

A network hub for communication between Agents, Applications and LLMs

Master AI Challenge is a repository with two hands-on coding challenges focused on Artificial Intelligence and automation. Designed for learners and developers, these challenges aim to strengthen skills in Python, Shell scripting, data processing, and workflow automation. Fork the repo, solve the challenges, and enhance your AI and coding expertise

Agentic AI system for analyzing app store reviews and tracking emerging trends over a rolling 30-day window.

LICITRA v1 — superseded by licitra-mmr-core

AI based agentic workflow for automating complaint management system in Railways. (SIH1711)

Lab guides and source code for watsonx Orchestrate Advanced Workshop

Code Agent is a minimal, terminal-first coding agent that brings agentic code editing, file system access, and command execution into a lightweight CLI experience.

Lightweight runtime enforcement for agentic AI. PII masking, policy checks, and Merkle audit trails as a decorator.

A Self-Modifying Multi-Agent Cognitition Architecture with Proactive Background Reflection (SMMAC-PBR)

This is an autonomous AI system that performs rigorous statistical hypothesis testing from natural language queries.

single repo for all backend distributed system engineering skills

The Compositional Agentic Architecture (CAA): A blueprint for building reliable, deterministic, and safe industrial AI agents.

Vincius AI is an intelligent system designed to transform your IT operations by harnessing the power of AI agents. By integrating Google's Gemini models, Vincius AI automates complex IT workflows, making your team more efficient, agile, and innovative.

OSMP — Octid Semantic Mesh Protocol. The open encoding standard for agentic AI instruction and computation for any channel.

AI Agentic System for Financial Analysis-Data App on Consolidated Assets of U.S. Banks 🏦 💰

V.H.A.C.K.: Very Hackable AI Chatbot Kit

𝜑 -code: An Agentic Python Competitive Programmer Fueled by (tiny) LLMs

TripSmith is an Agentic AI project where members build an AI powered vacation planner

Smart companion for marriage proposals and relationship guidance, with a touch of cultural respect. 💍🤝

Project Agora: An expert system for the Google ADK, powered by a hierarchical multi-agent framework to automate code generation, architecture, and Q&A.

LICITRA v1 evidence — superseded by licitra-mmr-evidence

[.com] Technical specs, RFCs, and the ATX-1 threat matrix — the third column of AI-systems threat taxonomy alongside MITRE ATT&CK and ATLAS.

Agex & NiceGui

Kaltura-MCP server powering agentic AI workflows with Kaltura's API

Agentic Terraform: Intelligent workflow that enhances LLM-generated Infrastructure-as-Code

Personal AI Assistant (JARVIS)

Fellow is a command-line interface (CLI) tool that acts as an autonomous software engineering assistant. It uses the OpenAI API to perform various structured tasks by reasoning step-by-step, executing commands, and maintaining a log of its activities.

Tired of LLMs citing fake papers? renderscholar is a Google Scholar scraper (inspired by Andrej Karpathy’s rendergit) that pulls real papers, ranks them by relevance/citations/recency, and outputs an HTML file with a Human view for browsing and an LLM view for safe copy-pasting into models.

A tool to send requests to OpenAI in the form of natural language, get responses, interact, save prompts, use custom data and more

I made this out of fun its full customizable written in easy python, Its a computer assistant which help in various tasks in computer

J.A.R.V.I.S. is a Python-based AI assistant that is capable of performing tasks such as sending e-mails, home automation, Wikipedia search, weather updates and more.

AI Assistant at Your Fingertips

Stay consistent. Stay accountable. Stay committed

Review your GitHub PR queue with Claude Code, from a TUI

Democratized access to elite "career coach" methodology via Claude Code, for relationship-focused job searching. Implements networking methodology grounded in career development research (Granovetter 1973, Spence 1973, Wanberg et al. 2020).

A MCP server that integrates the eBird API to connect with an AI agent.

AI-Powered Terminal Assistant - Open-source alternative to Claude Code Skills with cost savings. Supports DeepSeek/Qwen/Ollama & offline mode

A powerful desktop assistant built in Python that combines voice commands, GUI interface, and system automation capabilities.