2. Set your API key

export GEMINI_API_KEY="your-key-here"

3. Run the agent

python agent_engine.py

🧪 Run Tests

pytest -v --cov=. --cov-report=term-missing

📍 Usage Examples

MemoryStore with TTL

from memory_store import MemoryStore

store = MemoryStore(default_ttl=3600)  # 1-hour default
store.set("session:abc", {"user": "akshat"}, ttl=300)  # 5-min override
print(store.get("session:abc"))  # {'user': 'akshat'}

Priority Task Scheduling

from master_orchestrator import MasterOrchestrator

orch = MasterOrchestrator(
    on_task_success=lambda name, result: print(f"{name} done: {result}")
)
orch.enqueue("fetch_data", lambda: "data", priority=1)   # highest
orch.enqueue("log_event", lambda: "logged", priority=10)  # lowest
orch.run_all()  # fetch_data runs first

Retry with Backoff

from runtime_executor import RuntimeExecutor

executor = RuntimeExecutor(max_retries=3, backoff_base=2.0)
result = executor.execute(my_api_call, task_name="gemini.generate")

🛠️ Configuration

All settings are configurable via environment variables (prefix: AGENT_) or programmatically:

export AGENT_MODEL_NAME=gemini-1.5-flash
export AGENT_TEMPERATURE=0.5
export AGENT_MAX_RETRIES=5
export AGENT_DEBUG=true

📄 License

MIT © Akshat Raj