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@ -5,6 +5,7 @@ import traceback
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import os
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import json
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import aiohttp
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import discord # Added import
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from collections import defaultdict
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from typing import TYPE_CHECKING, Any # Added Any
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@ -441,11 +442,95 @@ async def background_processing_task(cog: 'GurtCog'):
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)
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if log_result.get("status") != "logged":
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print(f" - Warning: Failed to log autonomous action attempt to memory: {log_result.get('error')}")
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except Exception as log_e:
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print(f" - Warning: Failed to log autonomous action attempt to memory: {log_result.get('error')}")
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except Exception as log_e:
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print(f" - Error logging autonomous action attempt to memory: {log_e}")
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traceback.print_exc()
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# 7. Report Action (Optional)
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# 6.5 Decide Follow-up Action based on Result
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if selected_tool_name and tool_result: # Only consider follow-up if an action was successfully attempted
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print(f" - Considering follow-up action based on result of {selected_tool_name}...")
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follow_up_tool_name = None
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follow_up_tool_args = None
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follow_up_reasoning = "No follow-up action decided."
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try:
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follow_up_schema = {
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"type": "object",
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"properties": {
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"should_follow_up": {"type": "boolean", "description": "Whether Gurt should perform a follow-up action based on the previous action's result."},
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"reasoning": {"type": "string", "description": "Brief reasoning for the follow-up decision."},
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"follow_up_tool_name": {"type": ["string", "null"], "description": "If following up, the name of the tool to use (e.g., 'send_discord_message', 'remember_general_fact'). Null otherwise."},
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"follow_up_arguments": {"type": ["object", "null"], "description": "If following up, arguments for the follow-up tool. Null otherwise."}
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},
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"required": ["should_follow_up", "reasoning"]
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}
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follow_up_system_prompt = (
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"You are Gurt. You just performed an autonomous action and got a result. "
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"Decide if you should take a follow-up action based on this result. "
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"Consider if the result is interesting, surprising, useful, or warrants a comment. "
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"You could send a message about it, remember something from it, or do nothing. "
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"Available tools for follow-up: send_discord_message, remember_general_fact, remember_user_fact, no_operation. " # Limit follow-up tools
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"Respond ONLY with the JSON decision."
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)
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follow_up_user_prompt = (
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f"Previous Action: {selected_tool_name}\n"
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f"Arguments: {json.dumps(tool_args)}\n"
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f"Result Summary: {result_summary}\n\n"
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"Should Gurt perform a follow-up action based on this result? If so, which tool and arguments?"
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)
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print(" - Asking LLM for follow-up action decision...")
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follow_up_decision_data, _ = await get_internal_ai_json_response(
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cog=cog,
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prompt_messages=[{"role": "system", "content": follow_up_system_prompt}, {"role": "user", "content": follow_up_user_prompt}],
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task_description="Autonomous Follow-up Action Decision",
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response_schema_dict=follow_up_schema,
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model_name=cog.default_model,
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temperature=0.5
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)
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if follow_up_decision_data and follow_up_decision_data.get("should_follow_up"):
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follow_up_tool_name = follow_up_decision_data.get("follow_up_tool_name")
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follow_up_tool_args = follow_up_decision_data.get("follow_up_arguments")
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follow_up_reasoning = follow_up_decision_data.get("reasoning", "LLM decided to follow up.")
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print(f" - LLM decided to follow up: Tool='{follow_up_tool_name}', Args={follow_up_tool_args}, Reason='{follow_up_reasoning}'")
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if not follow_up_tool_name or follow_up_tool_name not in TOOL_MAPPING:
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print(f" - Error: LLM chose invalid follow-up tool '{follow_up_tool_name}'. Aborting follow-up.")
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follow_up_tool_name = None
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elif not isinstance(follow_up_tool_args, dict) and follow_up_tool_args is not None:
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print(f" - Warning: LLM provided invalid follow-up args '{follow_up_tool_args}'. Using {{}}.")
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follow_up_tool_args = {}
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elif follow_up_tool_args is None:
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follow_up_tool_args = {}
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else:
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follow_up_reasoning = follow_up_decision_data.get("reasoning", "LLM decided not to follow up or failed.") if follow_up_decision_data else "LLM follow-up decision failed."
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print(f" - LLM decided not to follow up. Reason: {follow_up_reasoning}")
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except Exception as follow_up_llm_e:
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print(f" - Error during LLM decision phase for follow-up action: {follow_up_llm_e}")
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traceback.print_exc()
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# Execute Follow-up Action
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if follow_up_tool_name and follow_up_tool_args is not None:
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follow_up_tool_func = TOOL_MAPPING.get(follow_up_tool_name)
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if follow_up_tool_func:
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print(f" - Executing follow-up action: {follow_up_tool_name}(cog, **{follow_up_tool_args})")
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try:
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follow_up_result = await follow_up_tool_func(cog, **follow_up_tool_args)
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follow_up_result_summary = _create_result_summary(follow_up_result)
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print(f" - Follow-up action '{follow_up_tool_name}' completed. Result: {follow_up_result_summary}")
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# Optionally log this follow-up action as well? Could get noisy.
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except Exception as follow_up_exec_e:
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print(f" - Error executing follow-up action '{follow_up_tool_name}': {follow_up_exec_e}")
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traceback.print_exc()
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else:
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print(f" - Error: Follow-up tool '{follow_up_tool_name}' function not found.")
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# 7. Report Initial Action (Optional)
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if AUTONOMOUS_ACTION_REPORT_CHANNEL_ID and selected_tool_name: # Only report if an action was attempted
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try:
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report_channel_id = int(AUTONOMOUS_ACTION_REPORT_CHANNEL_ID) # Ensure it's an int
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