from __future__ import annotations

from typing import Any

import httpx


DEFAULT_OPENAI_BASE_URL = "https://api.openai.com/v1"


def normalize_base_url(base_url: str | None) -> str:
    return (base_url or DEFAULT_OPENAI_BASE_URL).rstrip("/")


def chat(provider: dict[str, Any], model: dict[str, Any], prompt: str, temperature: float) -> dict[str, Any]:
    base_url = normalize_base_url(provider.get("base_url"))
    headers = {"Content-Type": "application/json"}
    api_key = provider.get("api_key")
    if api_key:
        headers["Authorization"] = f"Bearer {api_key}"

    payload = {
        "model": model["name"],
        "messages": [{"role": "user", "content": prompt}],
        "temperature": temperature,
    }
    with httpx.Client(timeout=120) as client:
        response = client.post(f"{base_url}/chat/completions", json=payload, headers=headers)
        response.raise_for_status()
        data = response.json()

    content = data.get("choices", [{}])[0].get("message", {}).get("content")
    if content is None:
        content = ""
    return {"content": content, "raw_response": data}


def chat_with_images(
    provider: dict[str, Any],
    model: dict[str, Any],
    prompt: str,
    images: list[dict[str, str]],
    temperature: float,
) -> dict[str, Any]:
    base_url = normalize_base_url(provider.get("base_url"))
    headers = {"Content-Type": "application/json"}
    api_key = provider.get("api_key")
    if api_key:
        headers["Authorization"] = f"Bearer {api_key}"

    content: list[dict[str, Any]] = [{"type": "text", "text": prompt}]
    for image in images:
        content.append(
            {
                "type": "image_url",
                "image_url": {"url": f"data:{image['mime_type']};base64,{image['base64']}"},
            }
        )

    payload = {
        "model": model["name"],
        "messages": [{"role": "user", "content": content}],
        "temperature": temperature,
    }
    with httpx.Client(timeout=180) as client:
        response = client.post(f"{base_url}/chat/completions", json=payload, headers=headers)
        response.raise_for_status()
        data = response.json()

    result = data.get("choices", [{}])[0].get("message", {}).get("content") or ""
    return {"content": result, "raw_response": data}