memory_core.py

import json, os

class MemoryManager:
    def __init__(self, agent_id, file_path=None):
        self.agent_id = agent_id
        self.file_path = file_path or f"memory_{agent_id}.json"
        self._init_memory()

    def _init_memory(self):
        # If no memory file exists, create it
        if not os.path.exists(self.file_path):
            with open(self.file_path, "w") as f:
                json.dump({"history": []}, f)

    def save(self, data):
        # Append a new memory entry
        with open(self.file_path, "r") as f:
            memory = json.load(f)
        memory["history"].append(data)
        with open(self.file_path, "w") as f:
            json.dump(memory, f, indent=2)
        os.sync()  # ✅ ensures Hugging Face writes to disk immediately

    def recall(self):
        # Load all past memory for this agent
        with open(self.file_path, "r") as f:
            memory = json.load(f)
        return memory.get("history", [])