Home/AI Agents/500-AI-Agents-Projects

500-AI-Agents-Projects

ashishpatel26/500-AI-Agents-Projects

A curated collection of AI agent projects and use cases

34k
Stars
6.0k
Forks
84
Open issues
424
Watchers
1mo
Last push
Python MITCreated Dec 20, 2024

Overview

This repository compiles over five hundred open-source AI agent projects across various frameworks like LangGraph, CrewAI, AutoGen, Agno, and LlamaIndex. It includes practical applications in industries such as healthcare, finance, education, retail, cybersecurity, among others.

Capability facts

No sourced capability facts yet. Facts appear after ingest scans repo manifests (Dockerfile, package.json, MCP configs).

Categories

Tags

README

500+ AI Agent Projects & Use Cases

The most comprehensive collection of AI agent projects, use cases, and working implementations.

πŸš€ Quick Start β€’ πŸ—ΊοΈ Browse Agents β€’ 🏭 By Industry β€’ 🀝 Contribute β€’ πŸ“Š Frameworks Compared


What is this?

A curated collection of 500+ AI agent projects β€” production examples, tutorials, and working code spanning every major framework (LangGraph, CrewAI, AutoGen, Agno) and industry (Healthcare, Finance, Education, Cybersecurity, and more).

Who it's for:

  • πŸ§‘β€πŸ’» Developers building their first or next AI agent
  • πŸ”¬ Researchers surveying the agent landscape
  • 🏒 Teams evaluating frameworks for production use
  • πŸŽ“ Students learning agent architectures from real examples

⚑ Quick Start

Pick a framework and run an agent in under 5 minutes:

# Clone the repo
git clone https://github.com/ashishpatel26/500-AI-Agents-Projects.git
cd 500-AI-Agents-Projects

# Run any agent from the agents/ directory
cd agents/01-web-research-agent
pip install -r requirements.txt
cp .env.example .env        # add your API key
python agent.py

All agents in agents/ are self-contained with their own requirements.txt and .env.example. No monorepo setup needed.


πŸ—ΊοΈ Navigation Guide

I want to...Go to
Run a working agent right nowagents/
Browse by AI frameworkFramework-wise Use Cases
Browse by industryIndustry Use Cases
Understand which framework to useFramework Comparison
Add my own agentContributing
Learn with a coursecrewai_mcp_course/

πŸ“Š Framework Comparison

Choosing a framework? Here's when to use each:

FrameworkBest ForComplexityMulti-AgentStreamingLocal LLM
LangGraphStateful workflows, RAG pipelines, complex graphsβ­β­β­βœ…βœ…βœ…
CrewAIRole-based teams, business automation, rapid prototypingβ­β­βœ…βœ…βœ…
AutoGenCode generation, research, self-healing workflowsβ­β­β­βœ…βœ…βœ…
AgnoLightweight single agents, tool integration, fast iterationβ­βœ…βœ…βœ…
LlamaIndexDocument Q&A, enterprise RAG, data pipelinesβ­β­βš οΈβœ…βœ…

Quick decision guide:

  • Just starting out β†’ Agno or CrewAI
  • Need stateful graphs + RAG β†’ LangGraph
  • Building code-writing / research agents β†’ AutoGen
  • Enterprise document pipelines β†’ LlamaIndex

🏭 Industry Use Cases

Use CaseIndustryDescriptionCode
HIA (Health Insights Agent)HealthcareAnalyses medical reports and provides health insights
AI Health AssistantHealthcareDiagnoses and monitors diseases using patient data
Automated Trading BotFinanceAutomates stock trading with real-time market analysis
Agent Wallet SDKFinanceNon-custodial smart contract wallet SDK for AI agents with enforced spend limits
Virtual AI TutorEducationProvides personalized education tailored to users
24/7 AI ChatbotCustomer ServiceHandles customer queries around the clock
Product Recommendation AgentRetailSuggests products based on user preferences and history
Self-Driving Delivery AgentTransportationOptimizes routes and autonomously delivers packages
Factory Process Monitoring AgentManufacturingMonitors production lines and ensures quality control
Property Pricing AgentReal EstateAnalyzes market trends to determine property prices
Smart Farming AssistantAgricultureProvides insights on crop health and yield predictions
**Energy Demand Forecastin

Command menu

Search tools or jump to a page