Delete app.py
Browse files
app.py
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import base64
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import gradio as gr
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import json
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import mimetypes
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import os
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import requests
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import time
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MODEL_VERSION = os.environ['MODEL_VERSION']
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API_URL = os.environ['API_URL']
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API_KEY = os.environ['API_KEY']
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SYSTEM_PROMPT = os.environ.get('SYSTEM_PROMPT')
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MULTIMODAL_FLAG = os.environ.get('MULTIMODAL')
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MODEL_CONTROL_DEFAULTS = json.loads(os.environ['MODEL_CONTROL_DEFAULTS'])
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NAME_MAP = {
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'system': os.environ.get('SYSTEM_NAME'),
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'user': os.environ.get('USER_NAME'),
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}
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def respond(
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message,
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history,
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max_tokens,
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temperature,
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top_p,
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):
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messages = []
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if SYSTEM_PROMPT is not None:
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messages.append({
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'role': 'system',
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'content': SYSTEM_PROMPT,
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})
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for val in history:
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messages.append({
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'role': val['role'],
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'content': convert_content(val['content']),
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})
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messages.append({
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'role': 'user',
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'content': convert_content(message),
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})
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for message in messages:
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add_name_for_message(message)
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data = {
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'model': MODEL_VERSION,
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'messages': messages,
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'stream': True,
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'max_tokens': max_tokens,
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'temperature': temperature,
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'top_p': top_p,
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}
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r = requests.post(
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API_URL,
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headers={
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'Content-Type': 'application/json',
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'Authorization': 'Bearer {}'.format(API_KEY),
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},
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data=json.dumps(data),
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stream=True,
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)
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reply = ''
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for row in r.iter_lines():
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if row.startswith(b'data:'):
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data = json.loads(row[5:])
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if 'choices' not in data:
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raise gr.Error('request failed')
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choice = data['choices'][0]
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if 'delta' in choice:
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reply += choice['delta']['content']
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yield reply
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elif 'message' in choice:
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yield choice['message']['content']
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def add_name_for_message(message):
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name = NAME_MAP.get(message['role'])
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if name is not None:
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message['name'] = name
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def convert_content(content):
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if isinstance(content, str):
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return content
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if isinstance(content, tuple):
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return [{
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'type': 'image_url',
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'image_url': {
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'url': encode_base64(content[0]),
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},
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}]
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content_list = []
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for key, val in content.items():
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if key == 'text':
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content_list.append({
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'type': 'text',
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'text': val,
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})
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elif key == 'files':
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for f in val:
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content_list.append({
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'type': 'image_url',
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'image_url': {
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'url': encode_base64(f),
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},
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})
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return content_list
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def encode_base64(path):
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guess_type = mimetypes.guess_type(path)[0]
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if not guess_type.startswith('image/'):
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raise gr.Error('not an image ({}): {}'.format(guess_type, path))
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with open(path, 'rb') as handle:
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data = handle.read()
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return 'data:{};base64,{}'.format(
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guess_type,
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base64.b64encode(data).decode(),
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)
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demo = gr.ChatInterface(
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respond,
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multimodal=MULTIMODAL_FLAG == 'ON',
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type='messages',
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additional_inputs=[
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gr.Slider(minimum=1, maximum=1000000, value=MODEL_CONTROL_DEFAULTS['tokens_to_generate'], step=1, label='Tokens to generate'),
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gr.Slider(minimum=0.1, maximum=1.0, value=MODEL_CONTROL_DEFAULTS['temperature'], step=0.05, label='Temperature'),
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gr.Slider(minimum=0.1, maximum=1.0, value=MODEL_CONTROL_DEFAULTS['top_p'], step=0.05, label='Top-p (nucleus sampling)'),
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],
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)
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if __name__ == '__main__':
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demo.queue(default_concurrency_limit=50).launch()
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