# AIPM Quick Start Guide Get started with the Agent Interoperability Protocol Models in 5 minutes. --- ## 🎮 Try the Demo (Easiest) Visit the interactive demo - no installation required! **URL:** https://huggingface.co/spaces/bhaskarvilles/aipm-demo 1. Configure two agents with custom properties 2. Click "Execute Handshake" 3. Watch the 7-step protocol in real-time 4. See capability discovery and trust verification --- ## 💻 Install Locally ### Prerequisites - Python 3.9+ - pip ### Installation ```bash # Clone the repository git clone https://huggingface.co/bhaskarvilles/aipm cd aipm # Install the SDK cd sdk-python pip install -e . ``` ### Run Example ```bash # Go to examples directory cd ../examples # Run the basic handshake demo python basic_handshake.py ``` You'll see a complete handshake between an OpenAI agent and a LangGraph agent! --- ## 🔧 Basic Usage ### Create an Agent ```python from aipm import AIPMAgent, AgentIdentity, Capabilities # Define your agent's identity identity = AgentIdentity( agent_id="my-agent-001", organization_id="my-org", name="My AI Agent", version="1.0.0", capabilities=Capabilities( skills=["text-generation", "code-review"], models=["gpt-4"], tools=["code-interpreter"], max_context=128000, memory_support=True ) ) # Create the agent agent = AIPMAgent(identity) ``` ### Initiate Handshake ```python from aipm import AgentReference # Reference another agent peer = AgentReference( agent_id="peer-agent-001", organization_id="peer-org" ) # Start handshake hello_msg = agent.initiate_handshake(peer) ``` ### Process Messages ```python # Process incoming message response = agent.process_message(hello_msg) # Check if handshake is complete if agent.is_ready(peer): print("Handshake complete! Ready to communicate.") # Get peer's identity peer_identity = agent.get_peer_identity(peer) print(f"Connected to: {peer_identity.name}") print(f"Peer skills: {peer_identity.capabilities.skills}") ``` ### Send Task Request ```python # Once handshake is complete, delegate a task task_msg = agent.create_task_request( peer, task_description="Analyze this dataset", priority="high", deadline="2026-07-10T00:00:00Z" ) ``` --- ## 📚 Learn More ### Documentation - **README.md** - Project overview and features - **PHASE1_COMPLETE.md** - Technical specifications - **BLOG_POST.md** - Vision and use cases - **API Reference** - See `sdk-python/README.md` ### Examples - **basic_handshake.py** - Complete handshake demo - **verify_phase1.py** - Verification script ### Community - **Discussions:** https://huggingface.co/bhaskarvilles/aipm (Community tab) - **Issues:** Report bugs or request features - **Contributing:** See CONTRIBUTING.md (coming soon) --- ## 🔐 Security Note AIPM uses Ed25519 cryptographic signatures for security: ```python # Keys are auto-generated agent = AIPMAgent(identity, auto_generate_keys=True) # Public key is included in identity print(f"Public key: {agent.identity.public_key}") ``` --- ## 🚀 What's Next? ### Explore Features 1. **Capability Discovery** - See what agents can do 2. **Trust Scores** - Evaluate agent reliability 3. **Secure Sessions** - Cryptographic handshake 4. **Economic Info** - Understand costs ### Phase 2 (Coming Soon) - HTTP/WebSocket transport - Task negotiation framework - Automatic message signing - Memory exchange protocol --- ## 💡 Quick Tips **Tip 1: Message Types** AIPM supports these message types: - Handshake: HELLO, CAPABILITY_EXCHANGE, AUTHENTICATION, etc. - Tasks: TASK_REQUEST, TASK_ACCEPT, TASK_DECLINE - Memory: MEMORY_SHARE, MEMORY_REQUEST - Errors: ERROR **Tip 2: Custom Handlers** Register custom message handlers: ```python def handle_custom_message(msg): print(f"Received: {msg.type}") return response_msg agent.register_handler(MessageType.CUSTOM, handle_custom_message) ``` **Tip 3: Trust Scores** Update trust scores based on interactions: ```python identity.trust_score.reliability = 0.99 identity.trust_score.success_rate = 0.98 identity.trust_score.total_interactions += 1 ``` --- ## ❓ Common Issues ### Import Error ``` ModuleNotFoundError: No module named 'aipm' ``` **Solution:** Make sure you installed the SDK: ```bash cd sdk-python && pip install -e . ``` ### Handshake Failed ``` HandshakeError: Cannot send HELLO from state HELLO_SENT ``` **Solution:** Each agent pair needs separate handshake managers. Create new agent instances or reset the handshake: ```python agent.handshake_managers[peer_key].reset() ``` ### Validation Error ``` ValidationError: version must be in format X.Y.Z ``` **Solution:** Use semantic versioning: ```python version="1.0.0" # ✓ Correct version="1.0" # ✗ Wrong ``` --- ## 📞 Get Help - **Documentation:** Read the guides in the repository - **Examples:** Check `examples/` directory - **Discussions:** Ask questions on HF - **Issues:** Report bugs on the repository --- ## 🎯 Next Steps 1. ✅ Try the interactive demo 2. ✅ Install SDK locally 3. ✅ Run the examples 4. ✅ Read the documentation 5. ✅ Join the community discussions 6. ✅ Build your first integration --- **Happy Building! 🚀** Visit https://huggingface.co/bhaskarvilles/aipm for more information.