"""Prompt loader for AI agents. Loads prompts from agent spec files or YAML configuration. """ import re from pathlib import Path from typing import Any, Optional import yaml AGENT_SPECS_DIR = Path("docs/specs/agents") AGENT_PROMPTS_YAML = Path("docs/agent_prompts.yaml") def get_agent_roles() -> list[str]: """Get all available agent roles.""" roles = [] if AGENT_PROMPTS_YAML.exists(): data = yaml.safe_load(AGENT_PROMPTS_YAML.read_text(encoding="utf-8")) return list(data.keys()) if data else [] if AGENT_SPECS_DIR.exists(): for f in sorted(AGENT_SPECS_DIR.glob("*.md")): roles.append(f.stem) return roles def load_prompt_from_yaml(role: str) -> Optional[dict[str, Any]]: """Load prompt config from YAML file.""" if not AGENT_PROMPTS_YAML.exists(): return None data = yaml.safe_load(AGENT_PROMPTS_YAML.read_text(encoding="utf-8")) return data.get(role) if data else None def load_prompt_from_spec(role: str) -> Optional[dict[str, Any]]: """Load prompt from agent spec markdown file.""" spec_path = AGENT_SPECS_DIR / f"{role}.md" if not spec_path.exists(): return None content = spec_path.read_text(encoding="utf-8") def extract_field(label: str) -> Optional[str]: match = re.search(rf"\*\*{label}:\*\*\s*(.+)", content) return match.group(1).strip() if match else None def extract_prompt() -> Optional[str]: match = re.search( r"## Prompt Template\n+```\n(.+?)\n```", content, re.DOTALL, ) return match.group(1).strip() if match else None provider_str = extract_field("Провайдер") or extract_field("Provider") or "yandex_gpt" provider = "gigachat" if "gigachat" in (provider_str or "").lower() else "yandex_gpt" prompt_text = extract_prompt() if not prompt_text: return None return { "system_prompt": prompt_text, "provider": provider, "temperature": 0.7, "max_tokens": 2000, } def get_prompt_config(role: str) -> Optional[dict[str, Any]]: """Get prompt configuration for a role. Tries YAML first, falls back to spec markdown. Args: role: Agent role name (e.g. "coordinator", "business_analyst") Returns: Dict with keys: system_prompt, provider, temperature, max_tokens or None if not found. """ config = load_prompt_from_yaml(role) if config: return config return load_prompt_from_spec(role)