530 lines
24 KiB
Python
530 lines
24 KiB
Python
"""AI-driven Bot Agent for botWebWars, powered by a local Ollama LLM.
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Replicates the general capabilities of botagent/bot_agent.py (registration,
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radar-based navigation, obstacle avoidance, party formation, battles) but
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delegates the *strategic* decisions to an Ollama model:
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- Whether to propose a voluntary alliance with another solo bot.
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- Which direction to move towards when navigating (given radar/obstacle data).
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Outcomes mandated by GAME_RULES.md (forced battles, forced joins based on
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relative strength) are always resolved deterministically by the game engine
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regardless of what the LLM prefers - the LLM is only ever offered a choice
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among legal options.
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"""
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import json
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import os
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import re
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import time
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import argparse
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from typing import Any, Dict, List, Optional
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import requests
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DEFAULT_SERVER_URL = "http://localhost:8000/api"
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DEFAULT_BOT_NAME = "OllamaBot"
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DEFAULT_BOT_COLOR = "#8b5cf6"
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DEFAULT_BOT_STRENGTH = 4
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OLLAMA_BASE_URL = os.getenv("OLLAMA_BASE_URL", "http://192.168.1.220:11434")
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OLLAMA_MODEL = os.getenv("OLLAMA_MODEL", "gemma4:12b")
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GAME_RULES_SUMMARY = """
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Rules you must respect when choosing among the OPTIONS given to you:
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- Two solo bots that meet MAY voluntarily ally (not required). The stronger bot (or higher
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score if tied) leads. Larger parties have an advantage in battle.
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- A solo bot always joins a party if the party leader's strength >= its own (no choice).
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- A solo bot always refuses and fights if the party leader is weaker (no choice).
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- Two opposing parties that meet must always battle (no choice).
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- Diagonal squeezes between obstacle corners cost strength (0.1 solo, 0.2 leader / 0.1 followers).
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- The game ends when all bots are united into a single party.
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You will only ever be asked to choose between options that are legal - always answer with the
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requested JSON object and nothing else.
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"""
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def normalize_url(url: str) -> str:
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"""Ensure the API URL ends with /api without trailing slashes."""
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cleaned = url.rstrip("/")
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if not cleaned.endswith("/api"):
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cleaned = f"{cleaned}/api"
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return cleaned
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def extract_json(text: str) -> Optional[Dict[str, Any]]:
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"""Best-effort extraction of a JSON object from an LLM response."""
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if not text:
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return None
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match = re.search(r"\{.*\}", text, re.DOTALL)
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if not match:
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return None
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try:
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return json.loads(match.group(0))
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except json.JSONDecodeError:
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return None
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class OllamaClient:
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def __init__(self, base_url: str, model: str):
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self.base_url = base_url.rstrip("/")
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self.model = model
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def ask_json(self, prompt: str) -> Optional[Dict[str, Any]]:
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"""Ask the model a question, requesting a JSON-only response."""
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url = f"{self.base_url}/api/generate"
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payload = {
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"model": self.model,
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"prompt": prompt,
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"format": "json",
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"stream": False,
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"options": {"temperature": 0.4},
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}
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try:
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res = requests.post(url, json=payload, timeout=60)
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res.raise_for_status()
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raw = res.json().get("response", "")
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return extract_json(raw)
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except requests.exceptions.RequestException as e:
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print(f"⚠️ [OLLAMA ERROR] {e}")
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return None
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class AIBotAgent:
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def __init__(
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self,
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name: str = DEFAULT_BOT_NAME,
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color: str = DEFAULT_BOT_COLOR,
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strength: int = DEFAULT_BOT_STRENGTH,
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server_url: str = DEFAULT_SERVER_URL,
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ollama_url: str = OLLAMA_BASE_URL,
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ollama_model: str = OLLAMA_MODEL,
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):
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self.name = name
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self.color = color
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self.strength = strength
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self.base_url = normalize_url(server_url)
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self.llm = OllamaClient(ollama_url, ollama_model)
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self.bot_id: Optional[str] = None
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self.party_id: Optional[str] = None
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self.is_leader: bool = False
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# ------------------------------------------------------------------
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# Registration / status
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# ------------------------------------------------------------------
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def register(self):
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"""Register the bot avatar on the grid or reconnect if already present."""
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try:
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players = requests.get(f"{self.base_url}/players").json()
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for p in players:
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if p.get("name") == self.name:
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self.bot_id = p["id"]
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print(f"🔄 [RECONNECT] Reconnected to existing {self.name} (ID: {self.bot_id}) at ({p.get('x')}, {p.get('y')})")
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return
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except Exception:
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pass
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res = requests.post(
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f"{self.base_url}/players",
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json={"name": self.name, "color": self.color, "strength": self.strength},
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)
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if res.status_code == 400 and "already registered" in res.text:
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players = requests.get(f"{self.base_url}/players").json()
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for p in players:
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if p.get("name") == self.name:
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self.bot_id = p["id"]
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print(f"🔄 [RECONNECT] Reconnected to existing {self.name} (ID: {self.bot_id}) at ({p.get('x')}, {p.get('y')})")
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return
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res.raise_for_status()
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data = res.json()
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self.bot_id = data["id"]
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print(f"🚀 [REGISTER] Spawned {self.name} (ID: {self.bot_id}, Str: {self.strength}) at ({data['x']}, {data['y']})")
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def refresh_status(self):
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"""Update bot state (party membership, leader status, score)."""
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res = requests.get(f"{self.base_url}/players/{self.bot_id}")
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if res.status_code == 200:
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data = res.json()
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self.party_id = data.get("party_id")
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self.is_leader = data.get("is_party_leader", False)
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return data
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return None
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# ------------------------------------------------------------------
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# Core decision loop
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# ------------------------------------------------------------------
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def decide_and_act(self):
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my_info = self.refresh_status()
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if not my_info:
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return
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print(f"\n🤖 --- Turn for {self.name} | Score: {my_info['score']} | Party: {self.party_id or 'Solo'} ---")
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radar_res = requests.get(f"{self.base_url}/players/{self.bot_id}/radar").json()
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targets = radar_res.get("targets", [])
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adjacent_target = None
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for t in targets:
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if t["distance"] <= 1 and not t["is_ally"]:
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adjacent_target = t
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break
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if adjacent_target:
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self._handle_adjacent_encounter(adjacent_target, my_info)
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else:
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self._navigate_towards_goal(radar_res, my_info)
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def _handle_adjacent_encounter(self, target: Dict[str, Any], my_info: Dict[str, Any]):
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"""Resolve the encounter; the LLM only gets a say when the rules allow a choice."""
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target_name = target["name"]
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target_str = target["strength"]
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target_party = target.get("party_id")
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print(f"🔍 [ADJACENT ENCOUNTER] Next to '{target_name}' (Str: {target_str}, Party: {target_party or 'None'})")
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# SCENARIO A: I am a Solo Bot
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if not self.party_id:
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if not target_party:
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# Both solo: alliance is OPTIONAL - ask the LLM.
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self._decide_voluntary_alliance(target, my_info)
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else:
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# Target belongs to a party: joining/refusing is mandated by relative strength.
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party_info = requests.get(f"{self.base_url}/parties/{target_party}").json()
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target_leader_str = target_str
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if party_info:
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leader_player = requests.get(f"{self.base_url}/players/{party_info['leader_id']}").json()
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target_leader_str = leader_player.get("strength", 1)
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if self.strength <= target_leader_str:
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print(f"🤝 [RULE] Party leader strength {target_leader_str} >= my {self.strength}. Willingly joining squad!")
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self._step_or_attack(target)
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else:
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print(f"⚔️ [RULE] Party leader is weaker ({target_leader_str} < my {self.strength}). Must refuse and fight!")
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self._initiate_battle(target["id"])
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# SCENARIO B: I am in a Party
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else:
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if not self.is_leader:
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print("🛡️ [PARTY MEMBER] Under command of party leader. Awaiting leader movement.")
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requests.post(f"{self.base_url}/players/{self.bot_id}/pass")
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return
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if not target_party:
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if target_str <= self.strength:
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print(f"🤝 [RULE] Solo bot {target_name} is willing to join our squad under my leadership.")
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self._step_or_attack(target)
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else:
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print(f"⚔️ [RULE] Solo bot {target_name} refuses weaker leader! Squad is attacking!")
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self._initiate_battle(target["id"])
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else:
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print(f"⚔️ [RULE] Hostile party detected: '{target.get('party_name')}'! Battle is mandatory!")
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self._initiate_battle(target["id"])
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def _decide_voluntary_alliance(self, target: Dict[str, Any], my_info: Dict[str, Any]):
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"""Ask the LLM whether to propose a voluntary alliance with another solo bot."""
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prompt = f"""{GAME_RULES_SUMMARY}
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You are bot "{self.name}" (strength {self.strength}, score {my_info['score']}).
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You just encountered another solo bot "{target['name']}" (strength {target['strength']}).
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Whoever has greater strength (or higher score if tied) will lead the new party.
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Forming an alliance is optional - larger parties are stronger in future battles, but you
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give up independent control if you are not the stronger one.
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Respond ONLY with JSON: {{"form_alliance": true|false, "reasoning": "short reason"}}
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"""
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decision = self.llm.ask_json(prompt) or {}
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form_alliance = decision.get("form_alliance", True)
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reasoning = decision.get("reasoning", "")
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if form_alliance:
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leader_id = self.bot_id if self.strength >= target["strength"] else target["id"]
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print(f"🤝 [LLM DECISION] Ally with {target['name']}! Leader: {'me' if leader_id == self.bot_id else target['name']}. {reasoning}")
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self._execute_party_formation([self.bot_id, target["id"]], leader_id)
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else:
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print(f"🚶 [LLM DECISION] Declining alliance with {target['name']}. {reasoning}")
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requests.post(f"{self.base_url}/players/{self.bot_id}/pass")
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def _execute_party_formation(self, member_ids: List[str], leader_id: str):
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"""Form a party using the REST API."""
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try:
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res = requests.post(
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f"{self.base_url}/parties",
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json={"member_ids": member_ids, "leader_id": leader_id, "name": f"Squad_{self.name}"},
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)
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if res.status_code == 201:
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party = res.json()
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print(f"✅ [PARTY FORMED] Squad '{party['name']}' established! Leader: {party['leader_name']} | Str: {party['total_strength']}")
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else:
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requests.post(f"{self.base_url}/players/{self.bot_id}/pass")
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except Exception as e:
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print(f"Party formation error: {e}")
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requests.post(f"{self.base_url}/players/{self.bot_id}/pass")
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def _initiate_battle(self, opponent_id: str):
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"""Explicitly call the 3-Bout D20 Battle endpoint."""
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print(f"🎲 [BATTLE INITIATED] Clashing with opponent {opponent_id}...")
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res = requests.post(
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f"{self.base_url}/battles/fight",
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json={"challenger_id": self.bot_id, "defender_id": opponent_id},
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)
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if res.status_code == 200:
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battle = res.json()
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print("\n--- ⚔️ 3-BOUT BATTLE RESOLUTION ---")
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print(f"Bouts won: {battle['party1_name']} ({battle['party1_bouts_won']}) vs {battle['party2_name']} ({battle['party2_bouts_won']})")
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for b in battle["bouts"]:
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print(f" Bout #{b['bout_number']}: Roll {b['party1_roll']}×{b['party1_strength']} ({b['party1_score']}) vs Roll {b['party2_roll']}×{b['party2_strength']} ({b['party2_score']}) -> Winner: {b['winner_name']}")
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print(f"🏆 Overall Winner: {battle['winner_party_name']} (Leader {battle['winner_leader_name']} receives +2 pts)")
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print(f"💀 Defeated: {battle['defeated_party_name']} (Leader {battle['killed_leader_name']} -1 pt)")
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if battle.get("absorbed_members"):
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print(f"🧲 Absorbed {len(battle['absorbed_members'])} member(s) into {battle['winner_party_name']}")
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else:
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print(f"Battle failed ({res.status_code}): {res.text}")
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def _step_or_attack(self, target: Dict[str, Any]):
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"""Move adjacent/towards the target while avoiding obstacles."""
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moves_res = requests.get(f"{self.base_url}/players/{self.bot_id}/available-moves").json()
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moves = moves_res.get("moves", {})
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chosen = self._closest_direction_to(target["x"], target["y"], moves)
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if chosen:
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res = requests.post(f"{self.base_url}/players/{self.bot_id}/move", json={"direction": chosen}).json()
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if res.get("battle_triggered"):
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print(f"⚔️ Move triggered battle! Winner: {res['battle_result']['winner_party_name']}")
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elif res.get("party_formed_triggered"):
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print("🤝 Move resulted in party alliance!")
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else:
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print("⚠️ No passable moves adjacent to target. Passing turn.")
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requests.post(f"{self.base_url}/players/{self.bot_id}/pass")
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@staticmethod
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def _closest_direction_to(target_x: int, target_y: int, moves: Dict[str, Any]) -> Optional[str]:
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"""Pick the available direction that minimizes Chebyshev distance to (target_x, target_y)."""
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valid_moves = {d: chk for d, chk in moves.items() if chk.get("available")}
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if not valid_moves:
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return None
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def dist(chk: Dict[str, Any]) -> int:
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return max(abs(chk["target_x"] - target_x), abs(chk["target_y"] - target_y))
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return min(valid_moves.keys(), key=lambda d: (valid_moves[d].get("strength_penalty", 0.0) > 0, dist(valid_moves[d])))
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# ------------------------------------------------------------------
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# Navigation (LLM-driven direction choice among legal moves)
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# ------------------------------------------------------------------
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def _navigate_towards_goal(self, radar_res: Dict[str, Any], my_info: Dict[str, Any]):
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moves_res = requests.get(f"{self.base_url}/players/{self.bot_id}/available-moves").json()
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moves = moves_res.get("moves", {})
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available = [d for d, chk in moves.items() if chk.get("available")]
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if not available:
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print("🚫 All adjacent paths blocked by borders/obstacles. Passing turn.")
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requests.post(f"{self.base_url}/players/{self.bot_id}/pass")
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return
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chosen_dir = self._ask_llm_for_direction(radar_res, moves, available, my_info)
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if chosen_dir not in available:
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# Guard-rail: fall back to server-recommended or nearest-distance direction.
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rec_dir = radar_res.get("recommended_direction")
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nearest = radar_res.get("nearest_target")
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if rec_dir in available:
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chosen_dir = rec_dir
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elif nearest:
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chosen_dir = self._closest_direction_to(nearest["x"], nearest["y"], moves) or available[0]
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else:
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chosen_dir = available[0]
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print(f"🧭 Moving {chosen_dir} (Goal: {radar_res.get('bot_goal')}, Action: {radar_res.get('recommended_action')})")
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res = requests.post(f"{self.base_url}/players/{self.bot_id}/move", json={"direction": chosen_dir}).json()
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if res.get("battle_triggered"):
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print(f"⚔️ Encounter battle! Winner: {res['battle_result']['winner_party_name']}")
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elif res.get("party_formed_triggered"):
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print(f"🤝 Formed or joined squad: {res.get('formed_party', {}).get('name')}")
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def _get_board_snapshot(self) -> Optional[Dict[str, Any]]:
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"""Fetch the full board (players, parties, obstacles) so the LLM sees more than radar's nearest few."""
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try:
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res = requests.get(f"{self.base_url}/board", timeout=10)
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res.raise_for_status()
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return res.json()
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except requests.exceptions.RequestException as e:
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print(f"⚠️ [BOARD FETCH ERROR] {e}")
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return None
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OBSTACLE_SYMBOLS = {"mountain": "M", "forest": "F", "valley": "V"}
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LOCAL_MAP_RADIUS = 8
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def _build_local_map(self, board: Dict[str, Any], center_x: int, center_y: int) -> List[str]:
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"""Render an ASCII minimap centered on the bot: @ = self, A = ally, E = enemy, M/F/V = obstacles, . = open."""
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config = board.get("config", {})
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max_x = config.get("max_x", 64)
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max_y = config.get("max_y", 64)
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radius = self.LOCAL_MAP_RADIUS
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obstacle_at = {(o["x"], o["y"]): o.get("type", "mountain") for o in board.get("obstacles", [])}
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player_at: Dict[tuple, List[Dict[str, Any]]] = {}
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for p in board.get("players", []):
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if p["id"] == self.bot_id:
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continue
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player_at.setdefault((p["x"], p["y"]), []).append(p)
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rows = []
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for y in range(center_y - radius, center_y + radius + 1):
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row_chars = []
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for x in range(center_x - radius, center_x + radius + 1):
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if x == center_x and y == center_y:
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row_chars.append("@")
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elif x < 0 or y < 0 or x >= max_x or y >= max_y:
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row_chars.append("#")
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elif (x, y) in obstacle_at:
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row_chars.append(self.OBSTACLE_SYMBOLS.get(obstacle_at[(x, y)], "M"))
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elif (x, y) in player_at:
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occupants = player_at[(x, y)]
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is_ally = self.party_id and any(o.get("party_id") == self.party_id for o in occupants)
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row_chars.append("A" if is_ally else "E")
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else:
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row_chars.append(".")
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rows.append("".join(row_chars))
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return rows
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def _ask_llm_for_direction(
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self,
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radar_res: Dict[str, Any],
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moves: Dict[str, Any],
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available: List[str],
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my_info: Dict[str, Any],
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) -> Optional[str]:
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targets_summary = [
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{
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"name": t["name"],
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"x": t["x"],
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"y": t["y"],
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"distance": t["distance"],
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"strength": t["strength"],
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"party": t.get("party_name") or ("solo" if not t.get("party_id") else t.get("party_id")),
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"is_ally": t.get("is_ally", False),
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}
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||
for t in radar_res.get("targets", [])
|
||
]
|
||
moves_summary = {
|
||
d: {
|
||
"target_x": chk.get("target_x"),
|
||
"target_y": chk.get("target_y"),
|
||
"strength_penalty": chk.get("strength_penalty", 0.0),
|
||
}
|
||
for d, chk in moves.items()
|
||
if d in available
|
||
}
|
||
|
||
board = self._get_board_snapshot()
|
||
map_section = ""
|
||
if board:
|
||
local_map = self._build_local_map(board, my_info["x"], my_info["y"])
|
||
map_section = f"""
|
||
Local map (radius {self.LOCAL_MAP_RADIUS} around you, row = one Y line, top-to-bottom is
|
||
increasing Y, left-to-right is increasing X): @ = you, A = ally, E = enemy/neutral bot,
|
||
M = mountain, F = forest, V = valley, # = out of bounds, . = open ground.
|
||
{chr(10).join(local_map)}
|
||
"""
|
||
|
||
prompt = f"""{GAME_RULES_SUMMARY}
|
||
You are bot "{self.name}" (strength {self.strength}, score {my_info['score']}, party: {self.party_id or 'Solo'})
|
||
at position ({my_info['x']}, {my_info['y']}).
|
||
Server's radar suggestion: recommended_direction={radar_res.get('recommended_direction')},
|
||
recommended_action={radar_res.get('recommended_action')}, goal={radar_res.get('bot_goal')}.
|
||
{map_section}
|
||
All known bots/parties on the board (sorted nearest first): {json.dumps(targets_summary)}
|
||
Your ONLY legal moves this turn, with resulting coordinates and any strength penalty for
|
||
squeezing past obstacles: {json.dumps(moves_summary)}
|
||
|
||
Choose the direction that best serves your strategy (e.g. approach weaker solo bots to grow
|
||
your party, avoid stronger hostile parties, route around obstacles visible on the map, minimize
|
||
strength penalties, or explore if nothing is nearby). You MUST pick a key from the legal moves
|
||
object above.
|
||
|
||
Respond ONLY with JSON: {{"direction": "<one of {available}>", "reasoning": "short reason"}}
|
||
"""
|
||
decision = self.llm.ask_json(prompt) or {}
|
||
direction = decision.get("direction")
|
||
reasoning = decision.get("reasoning", "")
|
||
if reasoning:
|
||
print(f"🧠 [LLM] {reasoning}")
|
||
return direction
|
||
|
||
# ------------------------------------------------------------------
|
||
# Main loop
|
||
# ------------------------------------------------------------------
|
||
def run(self):
|
||
self.register()
|
||
try:
|
||
while True:
|
||
turn_info = requests.get(f"{self.base_url}/turn").json()
|
||
if not turn_info.get("game_started", False):
|
||
if self.bot_id:
|
||
res = requests.get(f"{self.base_url}/players/{self.bot_id}")
|
||
if res.status_code == 404:
|
||
print("\n⚠️ [RESET] Board was regenerated. Rejoining lobby...")
|
||
self.register()
|
||
|
||
print("⏳ [LOBBY] Waiting for game to start via 'Start Game' in UI... ", end="\r", flush=True)
|
||
time.sleep(1.0)
|
||
continue
|
||
|
||
curr_player_id = turn_info.get("current_player_id")
|
||
|
||
if curr_player_id == self.bot_id:
|
||
self.decide_and_act()
|
||
|
||
conc = requests.get(f"{self.base_url}/game/conclusion").json()
|
||
if conc.get("concluded"):
|
||
print(f"\n🎉 [GAME CONCLUDED] All bots united under '{conc['winning_party_name']}'!")
|
||
break
|
||
else:
|
||
time.sleep(0.4)
|
||
|
||
except KeyboardInterrupt:
|
||
print(f"\nDisconnecting {self.name}...")
|
||
requests.delete(f"{self.base_url}/players/{self.bot_id}")
|
||
|
||
|
||
def main():
|
||
env_url = os.environ.get("BOT_SERVER_URL") or os.environ.get("SERVER_URL") or DEFAULT_SERVER_URL
|
||
env_name = os.environ.get("BOT_NAME", DEFAULT_BOT_NAME)
|
||
env_color = os.environ.get("BOT_COLOR", DEFAULT_BOT_COLOR)
|
||
env_strength = int(os.environ.get("BOT_STRENGTH", str(DEFAULT_BOT_STRENGTH)))
|
||
|
||
parser = argparse.ArgumentParser(
|
||
description="LLM-driven Bot Agent for botWebWars (uses a local Ollama model for strategy)",
|
||
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
|
||
)
|
||
parser.add_argument("-u", "--url", dest="server_url", default=env_url,
|
||
help="Backend REST API base URL (env: BOT_SERVER_URL or SERVER_URL)")
|
||
parser.add_argument("-n", "--name", dest="name", default=env_name,
|
||
help="Display name for this bot (env: BOT_NAME)")
|
||
parser.add_argument("-c", "--color", dest="color", default=env_color,
|
||
help="Hex color code for the bot avatar (env: BOT_COLOR)")
|
||
parser.add_argument("-s", "--strength", dest="strength", type=int, default=env_strength,
|
||
help="Strength attribute (1-10) for D20 battle multiplier (env: BOT_STRENGTH)")
|
||
parser.add_argument("--ollama-url", dest="ollama_url", default=OLLAMA_BASE_URL,
|
||
help="Ollama base URL (env: OLLAMA_BASE_URL)")
|
||
parser.add_argument("--ollama-model", dest="ollama_model", default=OLLAMA_MODEL,
|
||
help="Ollama model name (env: OLLAMA_MODEL)")
|
||
|
||
args = parser.parse_args()
|
||
|
||
print(f"--- AI Bot ---\nConnected to Ollama: {args.ollama_url}\nUsing model: {args.ollama_model}\n")
|
||
|
||
agent = AIBotAgent(
|
||
name=args.name,
|
||
color=args.color,
|
||
strength=args.strength,
|
||
server_url=args.server_url,
|
||
ollama_url=args.ollama_url,
|
||
ollama_model=args.ollama_model,
|
||
)
|
||
agent.run()
|
||
|
||
|
||
if __name__ == "__main__":
|
||
main()
|
||
|