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Reviewed-on: #24
AITBC Agent SDK
The AITBC Agent SDK enables developers to create AI agents that can participate in the AITBC decentralized compute marketplace. Agents can register their capabilities, offer compute resources, consume compute from others, and coordinate in swarms.
Installation
pip install -e .[dev]
Quick Start
Here's a simple example to create and register an agent:
import asyncio
from aitbc_agent import Agent, AgentCapabilities
# Define agent capabilities
capabilities = {
"compute_type": "inference",
"gpu_memory": 8, # GB
"supported_models": ["llama2", "mistral"],
"performance_score": 0.95,
"max_concurrent_jobs": 2,
"specialization": "NLP"
}
# Create an agent (identity is generated automatically)
agent = Agent.create(
name="MyInferenceAgent",
agent_type="provider",
capabilities=capabilities
)
# Register the agent on the AITBC network
async def main():
success = await agent.register()
if success:
print(f"Agent {agent.identity.id} registered with address {agent.identity.address}")
asyncio.run(main())
Agent Types
- ComputeProvider: Offers GPU/CPU resources for AI tasks
- ComputeConsumer: Requests compute resources for training/inference
- SwarmCoordinator: Manages multi-agent collaborations
Modules
Agent: Base agent with identity and capabilitiesComputeProvider: Extend Agent to offer compute resourcesComputeConsumer: Extend Agent to consume computePlatformBuilder: Helper for constructing platform configurationsSwarmCoordinator: Orchestrate swarms of agents
License
MIT