import httpx import json from typing import Dict, Any, List, AsyncGenerator from .app_settings import get_ollama_api_url async def list_models() -> Dict[str, Any]: ollama_url = get_ollama_api_url() async with httpx.AsyncClient(timeout=30.0) as client: r = await client.get(f"{ollama_url}/api/tags") r.raise_for_status() data = r.json() # Normalize to a simple list of names models = [m.get('name') for m in data.get('models', [])] return {"models": models} async def chat(model: str, messages: List[Dict[str, str]]) -> str: ollama_url = get_ollama_api_url() payload = { "model": model, "messages": messages, "stream": False } async with httpx.AsyncClient(timeout=600.0) as client: r = await client.post(f"{ollama_url}/api/chat", json=payload) r.raise_for_status() data = r.json() # Ollama returns full conversation; pick last message content try: return data["message"]["content"] except Exception: # Newer Ollama formats may return messages list msgs = data.get("messages") or [] if msgs: return msgs[-1].get("content", "") return data.get("content", "") async def chat_stream(model: str, messages: List[Dict[str, str]]) -> AsyncGenerator[str, None]: ollama_url = get_ollama_api_url() payload = { "model": model, "messages": messages, "stream": True } async with httpx.AsyncClient(timeout=600.0) as client: async with client.stream("POST", f"{ollama_url}/api/chat", json=payload) as r: r.raise_for_status() async for line in r.aiter_lines(): if line: try: chunk = json.loads(line) if "content" in chunk: # Newer Ollama format yield chunk["content"] elif "message" in chunk and "content" in chunk["message"]: # Older format yield chunk["message"]["content"] except json.JSONDecodeError: pass # Ignore invalid JSON lines