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Ashish Patel
fix: replace broken star-history.com chart with a self-generated one (#156)


    

  • fix: replace broken star-history.com chart with a self-generated one
    • 



The chart in the README rendered as a broken image. The cause is upstream,
not our URL: api.star-history.com returns 404 for this repo and 500 for
facebook/react, so their API is failing generally. Every parameter variant
I tried returned 404.


Swapping to a different third-party chart service would just relocate the
same dependency, so this generates the chart from the GitHub API instead -
data we already own - and commits the SVG into the repo. The README now
points at a local file that cannot 404.


Rebuilding the curve does not need all 35k stargazers: requesting
per_page=1&page=N returns exactly the Nth one, so 40 sampled points
describe the shape just as well. That is ~40 API calls rather than ~350.


The SVG carries a prefers-color-scheme block so it reads correctly in both
GitHub themes, which the old two-source picture element never did - both
its sources pointed at the same URL.


Regenerates weekly and commits only when the chart actually changes.
Ships with a self-check covering axis scaling, monotonicity, frame bounds
and the zero-star case; CI runs it before every regeneration.


Signed-off-by: ashishpatel26 3095771+ashishpatel26@users.noreply.github.com


    

  • fix: scope the star+json Accept header to the stargazers endpoint only
    • 



Sourcery flagged this in review. application/vnd.github.star+json is only
documented for the stargazers endpoint - it is what makes starred_at
appear in the response. Sending it on /repos/{repo} too worked in testing,
but relies on undocumented tolerance rather than the documented contract,
and a future GitHub API change could break the metadata request for no
reason related to what that header is for.


Signed-off-by: ashishpatel26 3095771+ashishpatel26@users.noreply.github.com




Signed-off-by: ashishpatel26 3095771+ashishpatel26@users.noreply.github.com
Co-authored-by: ashishpatel26 3095771+ashishpatel26@users.noreply.github.com
23小时前65次提交
README.md

500+ AI Agent Projects & Use Cases

GitHub Stars GitHub Forks Contributors PRs Welcome License: MIT Last Commit

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

🚀 Quick Start • 🗺️ Browse Agents • 🏭 By Industry • 🤝 Contribute • 📊 Frameworks Compared

AI Agent Use Cases

What is this?

A curated collection of 500+ AI agent projects — 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:

  • 🧑‍💻 Developers building their first or next AI agent
  • 🔬 Researchers surveying the agent landscape
  • 🏢 Teams evaluating frameworks for production use
  • 🎓 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.

I want to… Go to
Run a working agent right now agents/
Browse by AI framework Framework-wise Use Cases
Browse by industry Industry Use Cases
Understand which framework to use Framework Comparison
Add my own agent Contributing
Learn with a course crewai_mcp_course/

📊 Framework Comparison

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

Framework Best For Complexity Multi-Agent Streaming Local LLM
LangGraph Stateful workflows, RAG pipelines, complex graphs ⭐⭐⭐ ✅ ✅ ✅
CrewAI Role-based teams, business automation, rapid prototyping ⭐⭐ ✅ ✅ ✅
AutoGen Code generation, research, self-healing workflows ⭐⭐⭐ ✅ ✅ ✅
Agno Lightweight single agents, tool integration, fast iteration ⭐ ✅ ✅ ✅
LlamaIndex Document Q&A, enterprise RAG, data pipelines ⭐⭐ ⚠️ ✅ ✅

Quick decision guide:

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

🏭 Industry Use Cases

Industry Mind Map

Use Case Industry Description Code
HIA (Health Insights Agent) Healthcare Analyses medical reports and provides health insights GitHub
AI Health Assistant Healthcare Diagnoses and monitors diseases using patient data GitHub
Automated Trading Bot Finance Automates stock trading with real-time market analysis GitHub
Agent Wallet SDK Finance Non-custodial smart contract wallet SDK for AI agents with enforced spend limits GitHub
Virtual AI Tutor Education Provides personalized education tailored to users GitHub
24/7 AI Chatbot Customer Service Handles customer queries around the clock GitHub
Product Recommendation Agent Retail Suggests products based on user preferences and history GitHub
Self-Driving Delivery Agent Transportation Optimizes routes and autonomously delivers packages GitHub
Factory Process Monitoring Agent Manufacturing Monitors production lines and ensures quality control GitHub
Property Pricing Agent Real Estate Analyzes market trends to determine property prices GitHub
Smart Farming Assistant Agriculture Provides insights on crop health and yield predictions GitHub
Energy Demand Forecasting Agent Energy Predicts energy usage to optimize grid management GitHub
Content Personalization Agent Entertainment Recommends personalized media based on preferences GitHub
Legal Document Review Assistant Legal Automates document review and highlights key clauses GitHub
Recruitment Recommendation Agent Human Resources Suggests best-fit candidates for job openings GitHub
Virtual Travel Assistant Hospitality Plans travel itineraries based on preferences GitHub
AI Game Companion Agent Gaming Enhances player experience with real-time assistance GitHub
Real-Time Threat Detection Agent Cybersecurity Identifies potential threats and mitigates attacks GitHub
E-commerce Personal Shopper Agent E-commerce Helps customers find products they’ll love GitHub
Logistics Optimization Agent Supply Chain Plans efficient delivery routes and manages inventory GitHub
Vibe Hacking Agent Cybersecurity Autonomous Multi-Agent Based Red Team Testing Service GitHub
Agent Memory Guard Cybersecurity Detects and blocks memory poisoning attacks (OWASP ASI06) in AI agent memory stores GitHub
Citadel Software Development Orchestrates Claude Code agent fleets with lifecycle hooks, skills, campaign management, and postmortem-driven architecture GitHub
MediSuite-AI-Agent Health Insurance Automates hospital / insurance claiming workflow GitHub
Lina Egyptian Medical Chatbot Healthcare Egyptian medical assistant chatbot GitHub
NextRole (AI Career Assistant) Human Resources Tailors a resume to a job description and generates interview prep plus a day-of battlecard via a multi-agent system GitHub

🔧 Browse by Framework

CrewAI

Role-based multi-agent framework. Great for business automation.

Use Case Industry Description GitHub
📧 Email Auto Responder Flow Communication Automates email responses based on predefined criteria GitHub
📝 Meeting Assistant Flow Productivity Organizes meetings, scheduling and agenda preparation GitHub
🔄 Self Evaluation Loop Flow Human Resources Facilitates self-assessment for performance reviews GitHub
📈 Lead Score Flow Sales Evaluates and scores potential leads to prioritize outreach GitHub
📊 Marketing Strategy Generator Marketing Develops marketing strategies by analyzing market trends GitHub
📝 Job Posting Generator Recruitment Creates job postings by analyzing job requirements GitHub
🔄 Recruitment Workflow Recruitment Streamlines recruitment by automating hiring tasks GitHub
🔍 Match Profile to Positions Recruitment Matches candidate profiles to suitable job positions GitHub
📸 Instagram Post Generator Social Media Generates and schedules Instagram posts automatically GitHub
🌐 Landing Page Generator Web Development Automates creation of landing pages for websites GitHub
🎮 Game Builder Crew Game Development Assists in game development by automating aspects of creation GitHub
💹 Stock Analysis Tool Finance Provides tools for analyzing stock market data GitHub
🗺️ Trip Planner Travel Assists in planning trips with itineraries GitHub
🎁 Surprise Trip Planner Travel Plans surprise trips based on user preferences GitHub
📚 Write a Book with Flows Creative Writing Assists authors with structured writing workflows GitHub
🎬 Screenplay Writer Creative Writing Aids in writing screenplays with templates and guidance GitHub
✅ Markdown Validator Documentation Validates Markdown files for proper formatting GitHub
🧠 Meta Quest Knowledge Knowledge Management Manages Meta Quest knowledge for information retrieval GitHub
🤖 NVIDIA Models Integration AI Integration Integrates NVIDIA AI models into workflows GitHub
🗂️ Prep for a Meeting Productivity Prepares meeting materials and sets agendas GitHub
🛠️ Starter Template Development Starter template for new CrewAI projects GitHub
🔗 CrewAI + LangGraph Integration AI Integration Integration between CrewAI and LangGraph GitHub

AutoGen

Microsoft’s framework for code generation, execution, and multi-agent research.

Code Generation, Execution, and Debugging

Use Case Industry Description Notebook
🤖 Automated Task Solving with Code Gen, Execution & Debugging Software Development Demonstrates automated task-solving by generating, executing, and debugging code Notebook
🧑‍💻 Code Generation and Q&A with Retrieval Augmented Agents Software Development Generates code and answers questions using retrieval-augmented methods Notebook
🧠 Code Generation and Q&A with Qdrant-based Retrieval Software Development Utilizes Qdrant for enhanced retrieval-augmented agent performance Notebook

Multi-Agent Collaboration

Use Case Industry Description Notebook
🤝 Group Chat (3 members, 1 manager) Collaboration Demonstrates group task-solving via multi-agent collaboration Notebook
📊 Data Visualization by Group Chat Data Analysis Uses multi-agent collaboration to create data visualizations Notebook
🧩 Complex Task Solving by Group Chat (6 members) Collaboration Solves complex tasks collaboratively with a larger group Notebook
🧑‍💻 Task Solving with Coding & Planning Agents Planning & Dev Combines coding and planning agents for solving tasks Notebook
📐 Task Solving with Graph Transition Paths Collaboration Uses predefined transition paths in a graph for solving tasks Notebook
🧠 SocietyOfMindAgent Inner-Monologue Cognitive Sciences Simulates inner-monologue for problem-solving using group chats Notebook
🔧 Group Chat with Custom Speaker Selection Collaboration Implements a custom function for speaker selection Notebook

Sequential Multi-Agent Chats

Use Case Industry Description Notebook
🔄 Sequential Task-Solving (single initiating agent) Workflow Automation Automates sequential task-solving with a single initiating agent Notebook
⏳ Async Sequential Task-Solving Workflow Automation Handles asynchronous task-solving in a sequence of chats Notebook
🤝 Sequential Chats with Different Initiating Agents Workflow Automation Sequential task-solving with different agents initiating each chat Notebook

Nested Chats

Use Case Industry Description Notebook
🧠 Solving Complex Tasks with Nested Chats Problem Solving Uses nested chats to solve hierarchical and complex problems Notebook
🔄 Sequence of Nested Chats Problem Solving Demonstrates sequential task-solving using nested chats Notebook
🏭 OptiGuide Supply Chain with Nested Chats Supply Chain Solves supply chain optimization using nested chats Notebook
♟️ Conversational Chess with Nested Chats Gaming Uses nested chats for playing conversational chess with tools Notebook

Tools

Use Case Industry Description Notebook
🌐 Web Search: Solve Tasks Requiring Web Info Information Retrieval Searches the web to gather information for completing tasks Notebook
🔧 Use Provided Tools as Functions Tool Integration Demonstrates how to use pre-provided tools as callable functions Notebook
📚 RAG Group Chat Collaboration Enables group chat with Retrieval Augmented Generation Notebook
🔊 Agent Chat with Whisper Audio Processing AI agent for transcription and translation using Whisper Notebook
📊 SQL: Natural Language to SQL Query Database Management Converts natural language inputs into SQL queries Notebook

Multimodal Agents

Use Case Industry Description Notebook
🎨 Multimodal Agent with DALLE and GPT-4V Multimedia AI Combines DALLE and GPT-4V for multimodal agent communication Notebook
🖌️ Multimodal Agent with Llava Image Processing Uses Llava for multimodal agent conversations Notebook
🖼️ Multimodal Agent with GPT-4V Multimedia AI Leverages GPT-4V for visual and conversational interactions Notebook

Observability & Evaluation

Use Case Industry Description Notebook
📊 AgentEval: Multi-Agent Assessment System Performance Evaluation Evaluating LLM-based application utility Notebook
📊 Track LLM Calls and Errors using AgentOps Monitoring & Analytics Monitors LLM interactions, tool usage, and errors Notebook
🏗️ Auto Build Multi-agent System with AgentBuilder AI Development Automatically builds multi-agent systems Notebook

Agno

Lightweight, fast agent framework. Best for single-agent tools and rapid prototyping.

Use Case Industry Description Code
🤖 Support Agent AI Framework Support Real-time answers, explanations, and code examples for Agno framework Python
🎥 YouTube Agent Media & Content Analyzes YouTube videos: summaries, timestamps, themes Python
📊 Finance Agent (Thinking) Finance Real-time stock insights, analyst recommendations, financial deep-dives Python
📚 Study Partner Education Finds resources, answers questions, creates study plans Python
🛍️ Shopping Partner Agent E-commerce Product recommender based on preferences from Amazon, Flipkart Python
🎓 Research Scholar Agent Education / Research Advanced academic searches, publication analysis, structured reports Python
🧠 Research Agent Media & Journalism Deep investigations, NYT-style reports Python
🍳 Recipe Creator Food & Culinary Personalized recipes based on ingredients and preferences Python
🧠 Financial Reasoning Agent Finance Claude 3.5 Sonnet-based stock analysis with Yahoo Finance data Python
🤖 Readme Generator Agent Software Dev Generates high-quality READMEs for GitHub repos Python
🎬 Movie Recommendation Agent Entertainment Personalized movie recommendations using Exa and GPT-4o Python
🔍 Media Trend Analysis Agent Media & News Analyzes emerging trends and influencers from digital platforms Python
⚖️ Legal Document Analysis Agent Legal Tech Analyzes legal PDFs and provides insights using vector embeddings Python
🤔 DeepKnowledge Research Iterative search through knowledge base with deep reasoning Python
📚 Book Recommendation Agent Publishing & Media Personalized book suggestions using literary data and reader preferences Python
🏠 MCP Airbnb Agent Hospitality Search Airbnb listings with MCP and Llama 4 Python
🤖 Agno Assist Agent AI Framework GPT-4o agent for Agno framework Q&A with hybrid search Python

LangGraph

State-machine framework for complex, stateful agent workflows and RAG pipelines.

Use Case Industry Description Code
🤖 Chatbot Simulation Evaluation AI / QA Simulate user interactions to evaluate chatbot performance Python
🧠 Information Gathering via Prompting Research LangGraph workflow using prompting to gather information Python
🧠 Code Assistant with LangGraph Software Development Resilient code assistant with error checking and iterative refinement Python
🧑‍💼 Customer Support Agent Customer Support Graph-based agent for handling customer inquiries Python
🔁 Extraction with Retries Data Extraction Retry mechanisms for robust data extraction Python
🧠 Multi-Agent Workflow (Supervisor) Workflow Orchestration Supervisor agent orchestrating multiple specialized agents Python
🧠 Hierarchical Agent Teams Workflow Orchestration Top-level supervisor delegates to specialized sub-agents Python
🤝 Multi-Agent Collaboration Workflow Orchestration Multiple specialized agents working together on complex tasks Python
🧠 Plan-and-Execute Agent Workflow Orchestration Agent generates multi-step plan then executes sequentially Python
🧠 SQL Agent Database Interaction Agent answers questions about SQL databases Python
🧠 Reflection Agent Workflow Orchestration Agent critiques and revises its own outputs Python
🧠 Reflexion Agent Workflow Orchestration Agent reflects on actions for iterative improvement Python
🧠 Adaptive RAG Information Retrieval Dynamic retrieval adjusting based on query complexity Python
🤖 Agentic RAG Intelligent Agents Agent determines best retrieval strategy before generating response Python
🧠 Corrective RAG (CRAG) Information Retrieval Evaluates and refines retrieved documents before generation Python
🧠 Self-RAG Information Retrieval System reflects on responses and retrieves additional info if needed Python
🧠 Adaptive RAG (Local) Information Retrieval Adaptive RAG with local models for offline use Python
🧠 Self-RAG (Local) Information Retrieval Self-RAG using local models and data sources Python

🤝 Contributing

Contributions are welcome! 🎉 This repo grows through community contributions.

Ways to contribute:

  1. Add a working agent — create a folder in agents/ with runnable code
  2. Add an external link — add a row to the industry or framework tables
  3. Fix a broken link — open an issue or PR
  4. Improve documentation — fix typos, add context, improve examples

To contribute:

  1. Fork the repository
  2. Create a branch: feat/agent-name or fix/description
  3. Add your changes following the Contributing Guidelines
  4. Open a PR using the PR template

See CONTRIBUTION.md for full requirements (metadata.yaml, requirements.txt, etc.).

Star History

Star History Chart

Regenerated weekly from the GitHub API by .github/workflows/star-history.yml. Click the chart for the interactive version.

📜 License

This repository is licensed under the MIT License. See the LICENSE file for more information.

⭐ Star this repo if you find it useful — it helps others discover it!

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