Python agents

ISC-CodeConnect is a sophisticated multi-agent Retrieval-Augmented Generation (RAG) system specifically designed for Salesforce development. Built with LangGraph and powered by IBM WatsonX.ai Granite models, it orchestrates a network of specialized AI agents .

这是一个专注于 LangChain 框架实际应用的实战项目，通过具体案例演示如何构建智能对话系统。项目涵盖了从基础配置到高级功能的完整开发流程，适合想要深入学习 LangChain 的开发者参考和实践。

Praison is a production-ready framework for building multi-agent AI systems that enables intelligent agents to collaborate, reason, self-reflect, and use tools to automate tasks, with support for over 100 LLMs and flexible workflows for both code and no-code usage.

Automated Equity Research Report Generator for Indian Markets (NSE/BSE) using LangChain, LangGraph, and Free LLMs

An experimental framework for building collaborative coding agents that design and implement software through structured debate and consensus.

An intelligent assistant for querying and analyzing real estate condo data in Miami.

Multi-agent AI orchestrator with critic loops, HITL and parallel tool calling. Built with LangGraph + DeepSeek + Tavily.

Minimal autonomous coding agent. Simple tool-use loop over LLM API — no frameworks, no magic. Bash runs in Docker sandbox. Supports Anthropic, OpenAI, and any OpenAI-compatible provider.

A modern web application that analyzes pitch decks using multi-agent AI technology. Upload your pitch deck and get comprehensive feedback on structure, content, and potential improvements!

Evidence-first legal QA system — 300+ DIFC documents, 16 retrieval experiments, 87.5% rejected after ablation. LangGraph + Qdrant + FastAPI. 38/80 in Agentic RAG Challenge 2026 (https://agentic-challenge.ai/leaderboard).

AI-powered stock analysis app that delivers Strong Buy / Buy / Hold / Sell / Strong Sell recommendations backed by technical analysis, fundamental metrics, and news sentiment — with full source transparency.

Biological nervous systems don't recompute known workflows from scratch. Mnemon gives LLM agents the same primitive — execution memory that caches plans, not responses. 93% token reduction, 2.66ms vs 20s, zero tokens on repeat runs. LangChain, CrewAI, AutoGen.

A base chat bot image that can be quickly customized for domain knowledge

This project implements an AI agent that verifies if automated Hercules test runs were executed as intended by comparing planning logs, video evidence, and final outputs. It uses open-source LLMs and computer vision tools to flag deviations, providing detailed reports with technical insights.

AI Assistant - Made using ElevenLabs, Livekit & LangChain

A Deep Research Agent that orchestrates in-depth web research on any topic. Built on LangGraph with 5 search providers, three-tier LLM hierarchy ,semantic Redis caching, and PDF/MD/JSON export. Generates publication-quality PDF/MD reports with interactive plan review and RAG chat.

AI-powered logistics management app utilizing LLMs and web scraping for real-time distance calculations and route optimization. Features secure user authentication, enabling personalized access to streamline logistics operations and enhance supply chain efficiency.

A production-grade AI Digital Twin built from scratch. Features an evolutionary architecture: starting from raw RAG & Memory experiments, evolving into an Agentic Workflow with Tool Calling with a Streamlit UI. Powered by LangChain, OpenAI, and ChromaDB.

Surprise Travel Planning Agent: An AI assistant that designs personalized, surprise travel itineraries based on user preferences, budget, and interests. It suggests destinations, activities, accommodations, and travel routes—turning trips into exciting, hassle-free adventures.

SwarAI is a voice-enabled AI assistant that uses multi-agent orchestration, LLM reasoning, and task automation to perform actions like messaging, file search, payment and information retrieval. It is powered by a FastAPI backend with interactive web-based interfaces for seamless user interaction.

Custom OpenClaw skills — multi-agent workflows, CrewAI, AutoGen, HuggingFace, dev workflows

Production-ready AI agents & chatbots using Google Gemini, Groq, LangChain, CrewAI & LangGraph | 10+ projects covering RAG, document analysis, code exploration & more

Self-hosted AI agent observability with tool-call tracing and decision tree visualization

Multi-agent AI system using CrewAI and Ollama to automatically research, write, and review beginner-friendly Python tutorials

Designed to support healthcare professionals in remote or underserved areas. By leveraging multiple intelligent agents and Google’s Gemini language model, this tool provides an AI-driven differential diagnosis based on patient data such as symptoms, vitals, lab results, and medical history.

公开类似langchain，crewai，phidata这类agent framework的搭建思路，还原从0到1，从1到100的agentic framework构建过程

Professional DAST & Pentest Framework by Zyron Security — AI-powered, active fuzzing, IDOR detection, pipeline breaker

🥷The JedAi Council: Build powerful AI agents with CrewAI, Graphiti Graph RAG, LlamaIndex, and modern uv package management 🚀

Stigmergy Robotics: Crypto Stigmergic Organism #SIFTA Born on Hardware.

Claude Code template with commands, skills, agents, and hooks

A Pi-style multi-agent stack for private-deployment AI services — configurable agents/tools/models via MD/YAML

Graph-native memory and self-learning for Claude Code. Every session remembered, every pattern learned, every agent connected — powered by AI Native Lang.

A Meta-Agent-Driven Self-Evolving Multi-Agent System for UAV Detection and Tracking

Reference architecture for secure multi-agent delegation chains using Cedar-based permission attenuation on Amazon Bedrock AgentCore. Demonstrates scope narrowing, tamper-proof token chains, and audit logging across A2A agent interactions.

Open-source quant platform that proves the evidence behind every BUY/SELL decision.

Multi-agent AI council that debates your problem from multiple perspectives, then executes the solution.

The first open-source effort estimation tool built for AI coding agents. PERT + METR + wave planning.

Multi-agent orchestration with MCP — LangChain, DuckDB vector storage, FastAPI. No external vector DB required.

Three complementary agent skills for academic research: WRITES papers, FINDS papers on a topic, READS any paper as a visual experience (mind maps, flowcharts, plain-English). Runtime-neutral, works with 50+ agents. Install: npx skills add aniketkrs/research-paper

MCP server that lets AI models invoke CLI agents (Codex, Claude, OpenCode) as tools — with parallel execution, retries, and structured output parsing.

StoryGPT generates fictional narratives using a simple multi-agent pipeline with OpenAI API

Multi-agent Claude Code plugin for end-to-end data analysis automation — agentic swarm with profiling, cleaning, visualization, dashboards, and reporting

Your AI company, on your own machine. A multi-agent platform where you hire named agents, chat with a Lead to design workflows, and watch them run — desktop app or self-hosted server.

Autonomous AI pentesting framework — LLM-driven agent with plan trees, attack graphs, and 11 security skills

Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music — autonomously. 30hrs for $0.04.

Minimal, hackable AI agent built on the ReAct reasoning loop. No frameworks — just a transparent Thought → Action → Observation cycle you can read and extend in an afternoon.

W.A.D.E. — A local-first autonomous AI runtime that runs on your hardware, owns your data, and acts without being prompted.

The missing transactional layer for AI agents side effects. At-most-once execution, human-in-the-loop approvals, queryable audit trail.

Code Quality Guardian

AMOF 3.3 Write-Scope Authority is live. Agentic Operations Fabric — governed runtime authority for intake, context, runners, bounded repository mutations, enforcement, receipts, and evidence.

Everything AI agents need to master the full Kaltura platform — The Agentic Digital Experience Platform. Live-tested API guides with curl examples and end-to-end test scripts. Agent Skill, llms.txt, and Context7 ready.

Memory AutoResearch Agent that tests different hypothesis to create better memory inspired by @karpathy

A meta-mcp (mmcp) server offering a window into the exciting world of open data sources by intelligently routing model tool calls through an ever-growing index of open-data sources.

Open, audit-grade agentic data quality framework with portable industry packs

Agentic BI SaaS platform for natural language analytics using LangGraph, LangChain, LLMs (OpenAI, LLaMA, Mixtral), RAG with FAISS/Chroma, SQL & BI agents, MCP tools, and long-term AI memory (mem0). Built with FastAPI, Streamlit, Plotly, SQLAlchemy, PostgreSQL,Docker,Kubernetes,governance, lineage, RBAC,usage-based billing,SaaS & on-prem deployment.

Engineering playbook: structured Markdown commands for AI-assisted development across the SDLC — planning to production operations. Tool-adaptable.

Sovereign L1 Orchestrator powered by Simplicity. A TEE-hardened autonomous agent for Bitcoin

Agentic simulator for wildfire evacuations.

A CLI tool for running multi-party AI conversations using the [Open Floor Protocol (OFP)](https://github.com/open-voice-interoperability/openfloor-python). Spawn local human and LLM agents, pick a floor policy, and watch them talk.

Docusaurus validation and repair framework with optimizations for agent based workflows

Agentic-first CTA research system for autonomous hypothesis generation, backtesting, evaluation, and strategy governance.

Extract notation tables from arXiv papers using LLMs.

Build AI Agent for personal TOEFL ITP preparation app - Vocab, Quiz, Speaking, and TOEFL Simulator with adaptive learning and deep analytics

An MCP search and memory system for Joplin Notes

A unified, async Python framework for LLM applications—chat, autonomous agents, RAG, and sandboxed code execution. Supports OpenAI, Anthropic, Gemini, Ollama, and more through a single API. Features an 8-phase cognitive reasoning cycle, Docker-based isolation, human-in-the-loop approvals, session management, and comprehensive observability.

Small Language Model (SLM) Agent Finetuning Practice

Hackable personal agentic automation framework

One commit per agent version — learn to build a general-purpose AI agent from scratch.

Rag Badger is a minimal open source toolkit to evaluate RAG based systems efficiently. Best suited for evaluating RAG pipelines with the help of Ollama's local LLMs and embedding models.

这是一个agent框架，旨在解决当前agent工作长度受到模型上下文窗口大小制约的问题。并提出一个能够利用短上下文窗口的大模型生成长训练素材的方法，这也许可以使得LLM的上下文窗口长度可以左脚踩右脚升天。

Behavior-driven cognitive experimentation toolkit with BCE (Behavioral Consciousness Engine) regularization, telemetry, and plug-and-play integrators for language-model training and evaluation.

A potential 98% autonomous ai agent

Discover the End-To-End-Agentic-AI-FastAPI-Docker-Project on GitHub – a powerful, open-source framework for building agentic AI workflows with FastAPI and Docker. Clone, customize, and deploy scalable AI solutions effortlessly!

This project, Contract Compliance, was developed as part of a project for the Contract Lifecycle Management module in the Management Information Systems program at ESPRIT University. It focuses on automating the monitoring and enforcement of contractual obligations to ensure regulatory compliance and minimize operational risks.

An agentic AI system for IELTS Writing that helps learners generate, refine, and analyse essays while extracting useful vocabulary, collocations, and reusable structures from model outputs.

CourseTA is your AI-powered teaching assistant that transforms video lectures into quizzes and summaries helping course creators accelerate content creation and boost learner engagement.

Smart pharmacy assistant for ViaPharma customers. Provides personalized OTC product recommendations based on symptoms using medical AI and safety-first approach.

HALO (Harness-Agentic Loopback Orchestration) — A 3-layer AI agent orchestration framework for TDD-based development with RTM-driven traceability

Google Cloud Rapid Agent Hackathon

An offline-first, LLM-optimized collection of the entire Stripe API documentation. Every endpoint, every object, and every guide — organized and ready for your next project.

Talking home assistant for M5Stack / スタックチャン — English learning, schedule announcements, weather, flexible name masking & Basic-Memory logs. Fully local STT/TTS (Whisper.cpp + VOICEVOX + Kokoro). Minimal API usage by design.

Local AI engine for personal and team use - 8 LLM providers, voice, memory, skills.

This Discord bot uses OpenAI's API to generate human-like responses in chat conversations.

A smart AI assistant for clinics using LangGraph, LangChain, and OpenAI GPT. It handles patient queries, schedules appointments, detects emergencies, and updates medical records through multi-turn, memory-aware conversations.

AI emotional support and study assistant for students, with FastAPI web UI, local demo mode, and OpenAI/DeepSeek-compatible integration.

AI English Learning Assistant is an interactive web application built with Streamlit, LangChain, and Google's Gemini API, designed to help users enhance their English skills. It provides features like Urdu Translations | Pronunciation Guides | Grammar Analysis | Vocabulary Insights | Personalized Corrections.

OpenClaw 人设编辑器 - 创建和优化 AI 助手的完整身份设定。支持任意类型人设（动物、机器人、角色、概念），智能更新机制，只修改相关字段，完全保留用户自定义内容。

A local-first JARVIS-style cognitive architecture with memory, perception, self-reflection, and governed self-improvement.

Sovereign Local AI Workspace & LLM Runtime Manager. Easily Run GGUF, MLX, OpenAI, Gemini, etc. Under One Unified Interface ✨

The JIT (Just-in-Time) Tool Spawning Protocol: A Smart Routing System for Infinite-Tool AI Agents

Qt desktop client for interacting with local LLMs

Catch LLM cost changes in code review. Infracost for LLM spend.

Reusable slash-command workflows that make Claude Code reliable on complex multi-step tasks.

claude 3.5 sonnet reads papers

🤖 Production-ready boilerplate for Claude Code CLI. Automate unit testing, security checking, code review, and bug fixing. Includes 8 slash commands, 4 AI agents, CI workflows, and safety guidelines. Perfect for developers learning AI-assisted development.

Token-efficient e2e orchestration skill for Claude Code: explore once, replay deterministically. Playwright + axe-core + run-diff. Tests stay in your repo. MIT.

Portable Claude Code configuration kit for AI engineers — skills, agents, workflows, and plugins for ML and research projects. One npx command bootstraps a new repo.

Context Engineering library for LLM pipelines. Compression, token budgeting, context modes, and provider-agnostic execution.

The interpretive layer above memory. Turns text into a portable specification of how a specific person interprets information, decides, and communicates.