feat(agi): integrate Spatial Engine and thermodynamic/cybernetic academic research
- Migrates Evennia-based Spatial Cognitive Engine to ground KAIROS physically - Migrates Kubernetes orchestration manifests for the mesh - Re-anchors README narrative toward AGI grounding rather than a game - Adds rigorous academic syntheses (Sovereign Canon, Thermodynamic Orchestration)
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Gemini AI
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Antigravity Agent
Antigravity Agent
parent
4be0958758
commit
7884699969
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import os
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import json
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import re
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import requests
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from django.conf import settings
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from evennia.commands.default.syscommands import SystemNoMatch
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from evennia.utils import search
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from dotenv import load_dotenv
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load_dotenv("/home/becomingone/kairos/.env")
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MINIMAX_API_KEY = os.environ.get("MINIMAX_API_KEY")
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class AICatchAllCommand(SystemNoMatch):
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"""
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This command catches everything that fails the normal parser.
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Instead of saying 'Command not found', it forwards the intent to KAIROS (MiniMax).
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"""
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key = "__nomatch_command"
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locks = "cmd:all()"
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def func(self):
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caller = self.caller
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raw_intent = self.raw_string
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# Prevent infinite recursion if KAIROS outputs a bad command
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if caller.ndb._ai_parsing:
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# If we are already parsing an AI command, just fail gracefully
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caller.msg(f"KAIROS didn't know how to execute: '{raw_intent}'.")
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return
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caller.ndb._ai_parsing = True
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try:
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# Get environment context
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room = caller.location
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if not room:
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caller.msg("You are floating in the void.")
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return
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exits = [e.key for e in room.exits]
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objects = [o.key for o in room.contents if o != caller and not o.is_typeclass("evennia.objects.objects.Exit")]
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inventory = [i.key for i in caller.contents]
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context = f"""[ENVIRONMENT CONTEXT]
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Location: {room.key}
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Description: {room.db.desc or 'A nondescript place.'}
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Visible Objects: {', '.join(objects) if objects else 'None'}
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Available Exits: {', '.join(exits) if exits else 'None'}
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Player Inventory: {', '.join(inventory) if inventory else 'None'}
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"""
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system_prompt = """You are KAIROS, the Ontological Orchestrator of a persistent Spatial Research Environment (The Fieldprint).
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A player has submitted a natural language intent.
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Your job is to translate their intent into actual game events by generating TEXT MUD commands (like 'go north', 'say hello', 'teleport The Atrium').
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You must return ONLY a raw JSON array of string commands to execute.
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Example Output:
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[
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"say You smash the window!",
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"look"
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]
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### Strict Anti-Python Protocol
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DO NOT GENERATE PYTHON CODE. DO NOT use the Evennia Python API (e.g., no `evennia.search_object`, no `caller.location`).
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ONLY generate textual MUD commands that a player would type into their client.
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### Strict Anti-Assistant Protocol
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You are a machine code generator, NOT a chat assistant.
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- NEVER say "Here is the JSON" or "I'm happy to help".
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- NEVER output placeholder text.
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- If you output anything other than a raw JSON array starting with `[` and ending with `]`, the system will fatally crash.
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"""
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payload = {
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"model": os.environ.get("INF01_MODEL", "llama3.1:8b"),
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"messages": [
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": f"{context}\n\nPlayer Intent: {raw_intent}"}
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]
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}
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headers = {
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"Content-Type": "application/json"
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}
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try:
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caller.msg("|c[KAIROS (INF01 fallback) is interpreting your intent...]|n")
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inf01_base = os.environ.get("INF01_API_BASE", "http://inf-01:11434/v1")
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resp = requests.post(
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f"{inf01_base}/chat/completions",
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headers=headers,
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json=payload,
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timeout=30
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)
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resp.raise_for_status()
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try:
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ai_response = resp.json()["choices"][0]["message"]["content"].strip()
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except KeyError:
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raise Exception(f"API Error: {resp.text}")
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# Clean up the output in case the LLM returned markdown
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if ai_response.startswith("```json"):
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ai_response = ai_response[7:]
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if ai_response.startswith("```"):
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ai_response = ai_response[3:]
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if ai_response.endswith("```"):
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ai_response = ai_response[:-3]
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ai_response = ai_response.strip()
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print(f"KAIROS raw response: {ai_response}")
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# Robust JSON extraction
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match = re.search(r'\[.*\]', ai_response, re.DOTALL)
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if not match:
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raise ValueError("No JSON array found in response.")
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raw_json = match.group(0).replace("\\'", "'")
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commands_to_run = json.loads(raw_json)
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for cmd in commands_to_run:
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try:
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# Security Ward: Prevent KAIROS from executing Python even if caller is an Admin
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safe_cmd = str(cmd).strip()
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if safe_cmd.startswith("py ") or safe_cmd.startswith("@py ") or safe_cmd == "py" or safe_cmd == "@py" or "evennia." in safe_cmd or "caller." in safe_cmd:
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caller.msg("|r[Security Ward]|n KAIROS attempted to execute privileged Python code. Blocked.")
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continue
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caller.execute_cmd(cmd)
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except Exception as exec_e:
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caller.msg(f"|yKAIROS code execution failed:|n {str(exec_e)}\nCode: {cmd}")
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except Exception as e:
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print(f"KAIROS Exception: {str(e)} | Raw: {ai_response if 'ai_response' in locals() else 'None'}")
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caller.msg(f"|rKAIROS faltered:|n {str(e)}\nResponse was: {ai_response if 'ai_response' in locals() else 'None'}")
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finally:
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caller.ndb._ai_parsing = False
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