func.py

from io import BytesIO
import base64
from PIL import Image
from flask import jsonify
import logging
import json
import re
import os
import requests
import google.generativeai as genai
logger = logging.getLogger(__name__)


request_counts = {}

# 核心优势
safety_settings = [
    {
        "category": "HARM_CATEGORY_HARASSMENT",
        "threshold": "BLOCK_NONE"
    },
    {
        "category": "HARM_CATEGORY_HATE_SPEECH",
        "threshold": "BLOCK_NONE"
    },
    {
        "category": "HARM_CATEGORY_SEXUALLY_EXPLICIT",
        "threshold": "BLOCK_NONE"
    },
    {
        "category": "HARM_CATEGORY_DANGEROUS_CONTENT",
        "threshold": "BLOCK_NONE"
    },
]

password = os.environ['password']

def authenticate_request(request):
    auth_header = request.headers.get('Authorization')

    if not auth_header:
        return False, jsonify({'error': '缺少Authorization请求头'}), 401

    try:
        auth_type, pass_word = auth_header.split(' ', 1)
    except ValueError:
        return False, jsonify({'error': 'Authorization请求头格式错误'}), 401

    if auth_type.lower() != 'bearer':
        return False, jsonify({'error': 'Authorization类型必须为Bearer'}), 401

    if pass_word != password:
        return False, jsonify({'error': '未授权'}), 401

    return True, None, None

def get_gen_model(api_key, model, temperature, max_tokens):
    genai.configure(api_key=api_key)

    generation_config = {
        "temperature": temperature,
        "max_output_tokens": max_tokens
        }

    gen_model = genai.GenerativeModel(
        model_name=model,
        generation_config=generation_config,
        safety_settings=safety_settings
    )
    return gen_model

def process_messages_for_gemini(messages):

    gemini_history = []
    for message in messages:
        role = message.get('role')
        content = message.get('content')

        if isinstance(content, str):  
            if role == 'system':
                gemini_history.append({"role": "user", "parts": [content]})
            elif role == 'user':
                gemini_history.append({"role": "user", "parts": [content]})
            elif role == 'assistant':
                gemini_history.append({"role": "model", "parts": [content]})
        elif isinstance(content, list): 
            parts = []
            for item in content:
                if item.get('type') == 'text':
                    parts.append(item.get('text'))
                elif item.get('type') == 'image_url':
                    image_data = item.get('image_url', {}).get('url', '')
                    if image_data.startswith('data:image/'):
                        try:
                            image_type = image_data.split(';')[0].split('/')[1].upper()  
                            base64_image = image_data.split(';base64,')[1]

                            image = Image.open(BytesIO(base64.b64decode(base64_image)))

                            if image.mode != 'RGB':
                                image = image.convert('RGB')

                            if image.width > 2048 or image.height > 2048:
                                image.thumbnail((2048, 2048))

                            output_buffer = BytesIO()
                            image.save(output_buffer, format=image_type)  
                            output_buffer.seek(0)
                            parts.append(image)
                        except Exception as e:
                            logger.error(f"Error processing image: {e}")
                            return [], None, (jsonify({'error': 'Invalid image data'}), 400)
                    else:
                        return [], None, (jsonify({'error': 'Invalid image URL format'}), 400)

            if role in ['user', 'system']:
                gemini_history.append({"role": "user", "parts": parts})
            elif role == 'assistant':
                gemini_history.append({"role": "model", "parts": parts})
            else:
                return [], None, (jsonify({'error': f'Invalid role: {role}'}), 400)

    if gemini_history:
        user_message = gemini_history[-1]
        gemini_history = gemini_history[:-1]  
    else:
        user_message = {"role": "user", "parts": [""]}

    return gemini_history, user_message, None