#!/usr/bin/env python # Usage: ./{agent_name}.py import os import re import json import sys import importlib.util from pathlib import Path def _ensure_cwd_venv(): cwd = Path.cwd() venv_dir = cwd / ".venv" if not venv_dir.is_dir(): return py = venv_dir / ("Scripts/python.exe" if os.name == "nt" else "bin/python") if not py.exists(): return if Path(sys.prefix).resolve() == venv_dir.resolve(): return os.execv(str(py), [str(py)] + sys.argv) _ensure_cwd_venv() def main(): (agent_func, raw_data) = parse_argv() agent_data = parse_raw_data(raw_data) root_dir = "{config_dir}" setup_env(root_dir, agent_func) agent_tools_path = os.path.join(root_dir, "agents/{agent_name}/tools.py") run(agent_tools_path, agent_func, agent_data) def parse_raw_data(data): if not data: raise ValueError("No JSON data") try: return json.loads(data) except Exception: raise ValueError("Invalid JSON data") def parse_argv(): agent_func = sys.argv[1] agent_data = sys.argv[2] if (not agent_data) or (not agent_func): print("Usage: ./{agent_name}.py ", file=sys.stderr) sys.exit(1) return agent_func, agent_data def setup_env(root_dir, agent_func): load_env(os.path.join(root_dir, ".env")) os.environ["LLM_ROOT_DIR"] = root_dir os.environ["LLM_AGENT_NAME"] = "{agent_name}" os.environ["LLM_AGENT_FUNC"] = agent_func os.environ["LLM_AGENT_ROOT_DIR"] = os.path.join(root_dir, "agents", "{agent_name}") os.environ["LLM_AGENT_CACHE_DIR"] = os.path.join(root_dir, "cache", "{agent_name}") def load_env(file_path): try: with open(file_path, "r") as f: lines = f.readlines() except: return env_vars = {} for line in lines: line = line.strip() if line.startswith("#") or not line: continue key, *value_parts = line.split("=") env_name = key.strip() if env_name not in os.environ: env_value = "=".join(value_parts).strip() if (env_value.startswith('"') and env_value.endswith('"')) or (env_value.startswith("'") and env_value.endswith("'")): env_value = env_value[1:-1] env_vars[env_name] = env_value os.environ.update(env_vars) def run(agent_path, agent_func, agent_data): spec = importlib.util.spec_from_file_location( os.path.basename(agent_path), agent_path ) mod = importlib.util.module_from_spec(spec) spec.loader.exec_module(mod) if not hasattr(mod, agent_func): raise Exception(f"Not module function '{agent_func}' at '{agent_path}'") value = getattr(mod, agent_func)(**agent_data) return_to_llm(value) dump_result('{agent_name}' + f':{agent_func}') def return_to_llm(value): if value is None: return if "LLM_OUTPUT" in os.environ: writer = open(os.environ["LLM_OUTPUT"], "w") else: writer = sys.stdout value_type = type(value).__name__ if value_type in ("str", "int", "float", "bool"): writer.write(str(value)) elif value_type == "dict" or value_type == "list": value_str = json.dumps(value, indent=2) assert value == json.loads(value_str) writer.write(value_str) def dump_result(name): if (not os.getenv("LLM_DUMP_RESULTS")) or (not os.getenv("LLM_OUTPUT")) or (not os.isatty(1)): return show_result = False try: if re.search(rf'\b({os.environ["LLM_DUMP_RESULTS"]})\b', name): show_result = True except: pass if not show_result: return try: with open(os.environ["LLM_OUTPUT"], "r", encoding="utf-8") as f: data = f.read() except: return print(f"\x1b[2m----------------------\n{data}\n----------------------\x1b[0m") if __name__ == "__main__": main()