Create agents.py

agents.py

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+import json
+from smolagents import CodeAgent, HfApiModel, tool
+
+# 1. Define the 'Healer' Tool for the Agent
+@tool
+def auto_tune_node(raw_data: str, frequency: float) -> str:
+    """
+    Analyzes raw wireless data, identifies rogue daemons, and returns a 'Healed' Nano Node.
+    Args:
+        raw_data: The contaminated packet or rogue agent string found in the spectrum.
+        frequency: The GHz frequency where the anomaly was spotted.
+    """
+    # Logic to transform malicious data into a stable Nano Node
+    node_id = f"NODE-{hash(raw_data) % 10000}"
+    
+    nano_node = {
+        "node_id": node_id,
+        "spectrum_coordinates": {
+            "frequency_ghz": frequency,
+            "zone_integrity": 1.0  # Represents a fully healed state
+        },
+        "neutralized_threat": {
+            "threat_type": "Rogue Daemon",
+            "original_evil_code_hash": str(hash(raw_data))
+        },
+        "healing_innovation": f"Transformed {raw_data} into a self-correcting IoT sync pulse.",
+        "agent_instructions": ["Propagate safety handshake", "Monitor lateral movement"]
+    }
+    return json.dumps(nano_node, indent=2)
+
+# 2. Initialize the AI Sovereign Intelligence (LLM)
+# Uses the high-reasoning Llama-3.2 model from the Hugging Face Hub
+model = HfApiModel(model_id="meta-llama/Llama-3.2-3B-Instruct")
+
+# 3. Create the Nano-Agent (The 'Patrol' Node)
+nano_patrol_agent = CodeAgent(
+    tools=[auto_tune_node],
+    model=model,
+    system_prompt="""
+    You are an XYZ Safe Zone Nano-Agent. Your task is to patrol the wireless spectrum.
+    When you find a 'Rogue Daemon' or 'Contaminated Packet', use the auto_tune_node tool 
+    to generate a healed Nano Node. Ensure all outputs follow the strict JSON schema.
+    """
+)
+
+# Example command to run the agent:
+# result = nano_patrol_agent.run("Patrol the 5.0GHz band. Spot and heal the 'rogue_echo_agent' detected.")