添加模型对外API

This commit is contained in:
qcloud 2024-07-09 16:47:45 +08:00
parent 8bbb96fe44
commit 8fd9ce4880
2 changed files with 79 additions and 0 deletions

73
api/service/main.py Normal file
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from flask import Flask, request, jsonify, send_file, Response, stream_with_context
from flask_cors import CORS
import io
import requests
import uuid
from datetime import datetime
import os
app = Flask(__name__)
CORS(app, supports_credentials=True)
def transcribe_audio(audio, language):
"""调用WeNet API用户提问转文字"""
url = "http://127.0.0.1:9991/transcribe"
files = {'audio': open(audio, 'rb')}
data = {'language': language}
response = requests.post(url, files=files, data=data)
if response.status_code == 200:
return response.json()['text']
else:
raise Exception("Error transcribing audio")
def generate_response_audio(transcription, language, audio):
"""调用生成回答音频API"""
url = "http://127.0.0.1:9992/tts"
data = {
"text": transcription,
'language': language
}
files = {'audio': open(audio, 'rb')}
response_audio = requests.post(url, data=data, files=files)
if response_audio.status_code == 200:
return io.BytesIO(response_audio.content)
else:
raise Exception("Error generating response audio")
@app.route('/process_audio', methods=['POST'])
def process_audio():
# 检查语言表单项
if 'audio' not in request.files or 'language' not in request.form:
return jsonify({"error": "Audio file and language must be provided"}), 400
# 从请求中获取语言设置和音频
request_audio = request.files['audio']
language = request.form['language']
if language not in ['chinese', 'english']:
return jsonify({"error": "Unsupported language"}), 400
unique_id = str(uuid.uuid4())
timestamp = datetime.now().strftime('%Y%m%d%H%M%S')
os.makedirs('temp', exist_ok=True)
input_audio_filename = f"input_{timestamp}_{unique_id}.wav"
input_audio_path = os.path.join('temp', input_audio_filename)
request_audio.save(input_audio_path)
try:
# 使用WeNet音频转文本
transcription = transcribe_audio(input_audio_path, language)
# 生成回答音频
response_audio = generate_response_audio(transcription, language, input_audio_path)
# 返回生成的音频文件
return send_file(response_audio, as_attachment=True, download_name='response.wav', mimetype='audio/wav')
except Exception as e:
return jsonify({"error": str(e)}), 500
finally:
if os.path.exists(input_audio_path):
os.remove(input_audio_path)
if __name__ == '__main__':
app.run()

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#!/bin/bash
export FLASK_APP=main.py
export FLASK_ENV=development
flask run \
-h 0.0.0.0 \
-p 9990