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Parent(s):
8411a7d
Update app.py
Browse files
app.py
CHANGED
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@@ -5,7 +5,6 @@ import mimetypes
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import os
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import requests
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import time
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-
import modelscope_studio.components.legacy as legacy
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import modelscope_studio.components.antd as antd
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import modelscope_studio.components.antdx as antdx
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import modelscope_studio.components.base as ms
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@@ -16,7 +15,6 @@ from modelscope_studio.components.pro.chatbot import (
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from config import DEFAULT_PROMPTS, EXAMPLES, SystemPrompt
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import re
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-
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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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@@ -42,8 +40,9 @@ def clear():
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def retry(chatbot_value, e: gr.EventData):
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index = e._data["payload"][0]["index"]
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chatbot_value = chatbot_value[:index]
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-
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-
yield gr.update(loading=True), gr.update(value=chatbot_value), gr.update(
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for chunk in submit(None, chatbot_value):
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yield chunk
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@@ -52,7 +51,8 @@ def cancel(chatbot_value):
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chatbot_value[-1]["loading"] = False
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chatbot_value[-1]["status"] = "done"
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chatbot_value[-1]["footer"] = "Chat completion paused"
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-
return gr.update(value=chatbot_value), gr.update(loading=False), gr.update(
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def add_name_for_message(message):
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@@ -109,7 +109,7 @@ def format_history(history):
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'role': 'system',
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'content': SYSTEM_PROMPT,
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})
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-
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for item in history:
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if item["role"] == "user":
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messages.append({
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@@ -120,7 +120,7 @@ def format_history(history):
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# Extract reasoning content and main content
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reasoning_content = ""
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main_content = ""
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-
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if isinstance(item["content"], list):
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for content_item in item["content"]:
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if content_item.get("type") == "tool":
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@@ -129,13 +129,16 @@ def format_history(history):
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main_content = content_item.get("content", "")
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else:
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main_content = item["content"]
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-
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messages.append({
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'role':
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'
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'
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})
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-
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return messages
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@@ -145,25 +148,25 @@ def submit(sender_value, chatbot_value):
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"role": "user",
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"content": sender_value,
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})
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-
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api_messages = format_history(chatbot_value)
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-
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for message in api_messages:
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add_name_for_message(message)
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-
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chatbot_value.append({
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"role": "assistant",
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"content": [],
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"loading": True,
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"status": "pending"
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})
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-
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yield {
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sender: gr.update(value=None, loading=True),
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clear_btn: gr.update(disabled=True),
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chatbot: gr.update(value=chatbot_value)
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}
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-
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try:
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data = {
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'model': MODEL_VERSION,
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@@ -173,7 +176,7 @@ def submit(sender_value, chatbot_value):
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'temperature': MODEL_CONTROL_DEFAULTS['temperature'],
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'top_p': MODEL_CONTROL_DEFAULTS['top_p'],
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}
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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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@@ -183,11 +186,11 @@ def submit(sender_value, chatbot_value):
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data=json.dumps(data),
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stream=True,
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)
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-
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thought_done = False
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start_time = time.time()
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message_content = chatbot_value[-1]["content"]
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-
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# Reasoning content (tool type)
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message_content.append({
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"type": "tool",
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@@ -196,83 +199,97 @@ def submit(sender_value, chatbot_value):
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"title": "🤔 Thinking..."
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}
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})
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-
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# Main content (text type)
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message_content.append({
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"type": "text",
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"content": "",
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})
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-
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reasoning_start_time = None
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reasoning_duration = None
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-
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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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-
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if 'delta' in choice:
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delta = choice['delta']
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reasoning_content = delta.get('reasoning_content', '')
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content = delta.get('content', '')
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-
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chatbot_value[-1]["loading"] = False
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-
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# Handle reasoning content
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if reasoning_content:
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if reasoning_start_time is None:
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reasoning_start_time = time.time()
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message_content[-2]["content"] += reasoning_content
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-
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# Handle main content
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if content:
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message_content[-1]["content"] += content
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-
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if not thought_done:
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thought_done = True
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if reasoning_start_time is not None:
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reasoning_duration = time.time(
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-
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else:
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reasoning_duration = 0.0
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thought_cost_time = "0.00"
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-
message_content[-2]["options"] = {
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yield {chatbot: gr.update(value=chatbot_value)}
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-
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elif 'message' in choice:
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message_data = choice['message']
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reasoning_content = message_data.get(
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main_content = message_data.get('content', '')
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-
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message_content[-2]["content"] = reasoning_content
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message_content[-1]["content"] = main_content
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-
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if reasoning_content and main_content:
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if reasoning_duration is None:
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if reasoning_start_time is not None:
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reasoning_duration = time.time(
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-
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else:
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reasoning_duration = 0.0
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thought_cost_time = "0.00"
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else:
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thought_cost_time = "{:.2f}".format(
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-
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-
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chatbot_value[-1]["loading"] = False
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yield {chatbot: gr.update(value=chatbot_value)}
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chatbot_value[-1]["footer"] = "{:.2f}s".format(time.time() -
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chatbot_value[-1]["status"] = "done"
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yield {
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clear_btn: gr.update(disabled=False),
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sender: gr.update(loading=False),
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chatbot: gr.update(value=chatbot_value),
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}
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-
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except Exception as e:
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chatbot_value[-1]["loading"] = False
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chatbot_value[-1]["status"] = "done"
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@@ -292,22 +309,24 @@ def remove_code_block(text):
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r'```\n([\s\S]+?)\n```', # Match code blocks without language markers
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r'```([\s\S]+?)```' # Match code blocks without line breaks
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]
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-
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for pattern in patterns:
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match = re.search(pattern, text, re.DOTALL)
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if match:
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extracted = match.group(1).strip()
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print("Successfully extracted code block:", extracted)
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return extracted
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-
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# If no code block is found, check if the entire text is HTML
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if text.strip().startswith('<!DOCTYPE html>') or text.strip().startswith(
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print("Text appears to be raw HTML, using as is")
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return text.strip()
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-
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print("No code block found in text:", text)
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return text.strip()
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def send_to_sandbox(code):
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# Add a wrapper to inject necessary permissions
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wrapped_code = f"""
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@@ -351,17 +370,20 @@ def send_to_sandbox(code):
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</body>
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</html>
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"""
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encoded_html = base64.b64encode(
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data_uri = f"data:text/html;charset=utf-8;base64,{encoded_html}"
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iframe = f'<iframe src="{data_uri}" width="100%" height="920px" sandbox="allow-scripts allow-same-origin allow-forms allow-popups allow-modals allow-presentation" allow="display-capture"></iframe>'
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print("Generated iframe:", iframe)
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return iframe
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def select_example(example):
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if isinstance(example, dict):
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return example.get("description", "")
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return ""
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def generate_code(query: str):
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if not query:
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return {
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@@ -372,7 +394,7 @@ def generate_code(query: str):
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output_tabs: gr.update(active_key="reasoning", visible=False),
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loading: gr.update(tip="Thinking...")
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}
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-
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print("Starting code generation with query:", query)
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messages = [{
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'role': 'system',
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@@ -381,10 +403,10 @@ def generate_code(query: str):
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'role': 'user',
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'content': query
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}]
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-
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max_retries = 3
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retry_count = 0
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-
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while retry_count < max_retries:
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try:
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data = {
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@@ -395,8 +417,10 @@ def generate_code(query: str):
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'temperature': MODEL_CONTROL_DEFAULTS['temperature'],
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'top_p': MODEL_CONTROL_DEFAULTS['top_p'],
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}
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-
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print(
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r = requests.post(
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API_URL,
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headers={
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stream=True,
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timeout=60 # Set 60 seconds timeout
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)
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-
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content = ""
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reasoning_content = ""
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loading_text = "Thinking..."
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-
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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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print("Received data from API:", json.dumps(data,
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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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-
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if 'delta' in choice:
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delta = choice['delta']
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content += delta.get('content', '')
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reasoning_content += delta.get('reasoning_content', '')
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-
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# Update loading text based on content
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if content and not loading_text == "Generating code...":
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loading_text = "Generating code..."
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yield {
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code_output:
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-
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-
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-
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-
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-
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}
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else:
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yield {
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code_output:
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-
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-
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-
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-
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}
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elif 'message' in choice:
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message_data = choice['message']
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content = message_data.get('content', '')
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reasoning_content = message_data.get(
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print("Final content:", content)
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print("Final reasoning:", reasoning_content)
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html_content = remove_code_block(content)
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print("Extracted HTML:", html_content)
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yield {
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code_output:
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-
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-
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-
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-
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-
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}
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-
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# If successful, break out of retry loop
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break
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-
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-
except (requests.exceptions.Timeout,
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retry_count += 1
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if retry_count == max_retries:
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print(f"Failed after {max_retries} attempts:", str(e))
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raise gr.Error(
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print(f"Attempt {retry_count} failed, retrying...")
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time.sleep(1) # Wait 1 second before retrying
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-
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except Exception as e:
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print("Error occurred:", str(e))
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raise gr.Error(str(e))
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css = """
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/* Add styles for the main container */
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.ant-tabs-content {
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@@ -490,27 +539,25 @@ css = """
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}
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/* Modify existing styles */
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-
.output-loading {
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display: flex;
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flex-direction: column;
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align-items: center;
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justify-content: center;
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width: 100%;
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height:
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-
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}
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.output-html {
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display: flex;
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flex-direction: column;
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width: 100%;
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height:
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-
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-
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-
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-
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box-shadow: 0 2px 8px rgba(0,0,0,0.1);
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overflow: hidden;
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}
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.right_content {
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@@ -588,19 +635,16 @@ css = """
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}
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.reasoning-box {
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height: 300px;
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overflow-y: auto;
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background-color: #f5f5f5;
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border-radius: 4px;
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margin-bottom: 12px;
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font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
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font-size: 14px;
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line-height: 1.
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white-space: pre-wrap;
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word-break: break-word;
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width: 100%;
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box-sizing: border-box;
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scroll-behavior: smooth;
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}
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.reasoning-box .ms-markdown {
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@@ -626,19 +670,16 @@ css = """
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}
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.markdown-container {
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-
height: 300px;
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overflow-y: auto;
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background-color: #f5f5f5;
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border-radius: 4px;
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margin-bottom: 12px;
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font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
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font-size: 14px;
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line-height: 1.6;
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white-space: pre-wrap;
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word-break: break-word;
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width: 100%;
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box-sizing: border-box;
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scroll-behavior: smooth;
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}
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/* Example card styles */
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@@ -710,6 +751,7 @@ css = """
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}
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"""
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def scroll_to_bottom():
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return """
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function() {
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@@ -726,13 +768,18 @@ def scroll_to_bottom():
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}
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"""
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-
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with antd.Tabs() as tabs:
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with antd.Tabs.Item(key="chat", label="Chatbot"):
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with antd.Flex(vertical=True,
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chatbot = pro.Chatbot(
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-
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markdown_config=ChatbotMarkdownConfig(
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welcome_config=ChatbotWelcomeConfig(
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variant="borderless",
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icon="./assets/minimax-logo.png",
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@@ -748,20 +795,18 @@ with gr.Blocks(css=css) as demo, ms.Application(), antdx.XProvider():
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"flex": 1,
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},
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},
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-
items=DEFAULT_PROMPTS
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)
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),
|
| 754 |
user_config=ChatbotUserConfig(actions=["copy", "edit"]),
|
| 755 |
bot_config=ChatbotBotConfig(
|
| 756 |
header=MODEL_NAME,
|
| 757 |
avatar="./assets/minimax-logo.png",
|
| 758 |
-
actions=["copy", "retry"]
|
| 759 |
-
)
|
| 760 |
-
)
|
| 761 |
|
| 762 |
with antdx.Sender() as sender:
|
| 763 |
with ms.Slot("prefix"):
|
| 764 |
-
with antd.Button(value=None,
|
|
|
|
|
|
|
| 765 |
with ms.Slot("icon"):
|
| 766 |
antd.Icon("ClearOutlined")
|
| 767 |
|
|
@@ -769,93 +814,98 @@ with gr.Blocks(css=css) as demo, ms.Application(), antdx.XProvider():
|
|
| 769 |
submit_event = sender.submit(
|
| 770 |
fn=submit,
|
| 771 |
inputs=[sender, chatbot],
|
| 772 |
-
outputs=[sender, chatbot, clear_btn]
|
| 773 |
-
|
| 774 |
-
|
| 775 |
-
|
| 776 |
-
|
| 777 |
-
|
| 778 |
-
|
| 779 |
-
|
| 780 |
-
|
| 781 |
-
chatbot.
|
| 782 |
-
|
| 783 |
-
inputs=[chatbot],
|
| 784 |
-
outputs=[sender, chatbot, clear_btn]
|
| 785 |
-
)
|
| 786 |
-
chatbot.welcome_prompt_select(fn=prompt_select, outputs=[sender])
|
| 787 |
|
| 788 |
with antd.Tabs.Item(key="code", label="Code Playground (WebDev)"):
|
| 789 |
-
with antd.Row(gutter=[32, 12],
|
| 790 |
-
|
|
|
|
| 791 |
with antd.Flex(vertical=True, gap="middle"):
|
| 792 |
-
code_input = antd.
|
| 793 |
size="large",
|
| 794 |
allow_clear=True,
|
| 795 |
-
|
|
|
|
|
|
|
| 796 |
)
|
| 797 |
-
code_btn = antd.Button("Generate Code",
|
| 798 |
-
|
| 799 |
-
|
| 800 |
-
|
| 801 |
-
|
| 802 |
-
|
| 803 |
-
|
| 804 |
-
|
| 805 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 806 |
antd.Divider("Examples")
|
| 807 |
|
| 808 |
# Examples with categories
|
| 809 |
-
with antd.Tabs(
|
|
|
|
| 810 |
for category, examples in EXAMPLES.items():
|
| 811 |
-
with antd.Tabs.Item(key=category,
|
|
|
|
| 812 |
with antd.Flex(gap="small", wrap=True):
|
| 813 |
for example in examples:
|
| 814 |
with antd.Card(
|
| 815 |
-
|
| 816 |
-
|
| 817 |
) as example_card:
|
| 818 |
antd.Card.Meta(
|
| 819 |
title=example['title'],
|
| 820 |
-
description=example[
|
| 821 |
-
|
| 822 |
|
| 823 |
example_card.click(
|
| 824 |
fn=select_example,
|
| 825 |
inputs=[gr.State(example)],
|
| 826 |
-
outputs=[code_input]
|
| 827 |
-
|
| 828 |
-
|
| 829 |
-
|
| 830 |
-
|
| 831 |
-
|
| 832 |
-
|
| 833 |
-
|
| 834 |
-
|
| 835 |
-
|
| 836 |
-
</div>
|
| 837 |
-
''')
|
| 838 |
-
|
| 839 |
-
with antd.Tabs(active_key="empty", render_tab_bar="() => null") as state_tab:
|
| 840 |
with antd.Tabs.Item(key="empty"):
|
| 841 |
-
empty = antd.Empty(
|
|
|
|
|
|
|
|
|
|
| 842 |
with antd.Tabs.Item(key="loading"):
|
| 843 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 844 |
with antd.Tabs.Item(key="render"):
|
| 845 |
sandbox = gr.HTML(elem_classes="output-html")
|
| 846 |
|
| 847 |
-
code_btn.click(
|
| 848 |
-
|
| 849 |
-
|
| 850 |
-
|
| 851 |
-
|
| 852 |
-
|
| 853 |
-
sandbox,
|
| 854 |
-
state_tab,
|
| 855 |
-
output_tabs,
|
| 856 |
-
loading
|
| 857 |
-
]
|
| 858 |
-
)
|
| 859 |
|
| 860 |
# Add auto-scroll functionality
|
| 861 |
reasoning_output.change(
|
|
@@ -869,14 +919,14 @@ with gr.Blocks(css=css) as demo, ms.Application(), antdx.XProvider():
|
|
| 869 |
outputs=[],
|
| 870 |
)
|
| 871 |
|
| 872 |
-
def on_tab_change(
|
|
|
|
| 873 |
return gr.update(active_key=tab_key, visible=True)
|
| 874 |
|
| 875 |
output_tabs.change(
|
| 876 |
fn=on_tab_change,
|
| 877 |
-
inputs=[output_tabs],
|
| 878 |
outputs=[output_tabs],
|
| 879 |
)
|
| 880 |
|
| 881 |
if __name__ == '__main__':
|
| 882 |
-
demo.queue(default_concurrency_limit=50).launch(ssr_mode=False)
|
|
|
|
| 5 |
import os
|
| 6 |
import requests
|
| 7 |
import time
|
|
|
|
| 8 |
import modelscope_studio.components.antd as antd
|
| 9 |
import modelscope_studio.components.antdx as antdx
|
| 10 |
import modelscope_studio.components.base as ms
|
|
|
|
| 15 |
from config import DEFAULT_PROMPTS, EXAMPLES, SystemPrompt
|
| 16 |
import re
|
| 17 |
|
|
|
|
| 18 |
MODEL_VERSION = os.environ['MODEL_VERSION']
|
| 19 |
API_URL = os.environ['API_URL']
|
| 20 |
API_KEY = os.environ['API_KEY']
|
|
|
|
| 40 |
def retry(chatbot_value, e: gr.EventData):
|
| 41 |
index = e._data["payload"][0]["index"]
|
| 42 |
chatbot_value = chatbot_value[:index]
|
| 43 |
+
|
| 44 |
+
yield gr.update(loading=True), gr.update(value=chatbot_value), gr.update(
|
| 45 |
+
disabled=True)
|
| 46 |
for chunk in submit(None, chatbot_value):
|
| 47 |
yield chunk
|
| 48 |
|
|
|
|
| 51 |
chatbot_value[-1]["loading"] = False
|
| 52 |
chatbot_value[-1]["status"] = "done"
|
| 53 |
chatbot_value[-1]["footer"] = "Chat completion paused"
|
| 54 |
+
return gr.update(value=chatbot_value), gr.update(loading=False), gr.update(
|
| 55 |
+
disabled=False)
|
| 56 |
|
| 57 |
|
| 58 |
def add_name_for_message(message):
|
|
|
|
| 109 |
'role': 'system',
|
| 110 |
'content': SYSTEM_PROMPT,
|
| 111 |
})
|
| 112 |
+
|
| 113 |
for item in history:
|
| 114 |
if item["role"] == "user":
|
| 115 |
messages.append({
|
|
|
|
| 120 |
# Extract reasoning content and main content
|
| 121 |
reasoning_content = ""
|
| 122 |
main_content = ""
|
| 123 |
+
|
| 124 |
if isinstance(item["content"], list):
|
| 125 |
for content_item in item["content"]:
|
| 126 |
if content_item.get("type") == "tool":
|
|
|
|
| 129 |
main_content = content_item.get("content", "")
|
| 130 |
else:
|
| 131 |
main_content = item["content"]
|
| 132 |
+
|
| 133 |
messages.append({
|
| 134 |
+
'role':
|
| 135 |
+
'assistant',
|
| 136 |
+
'content':
|
| 137 |
+
convert_content(main_content),
|
| 138 |
+
'reasoning_content':
|
| 139 |
+
convert_content(reasoning_content),
|
| 140 |
})
|
| 141 |
+
|
| 142 |
return messages
|
| 143 |
|
| 144 |
|
|
|
|
| 148 |
"role": "user",
|
| 149 |
"content": sender_value,
|
| 150 |
})
|
| 151 |
+
|
| 152 |
api_messages = format_history(chatbot_value)
|
| 153 |
+
|
| 154 |
for message in api_messages:
|
| 155 |
add_name_for_message(message)
|
| 156 |
+
|
| 157 |
chatbot_value.append({
|
| 158 |
"role": "assistant",
|
| 159 |
"content": [],
|
| 160 |
"loading": True,
|
| 161 |
"status": "pending"
|
| 162 |
})
|
| 163 |
+
|
| 164 |
yield {
|
| 165 |
sender: gr.update(value=None, loading=True),
|
| 166 |
clear_btn: gr.update(disabled=True),
|
| 167 |
chatbot: gr.update(value=chatbot_value)
|
| 168 |
}
|
| 169 |
+
|
| 170 |
try:
|
| 171 |
data = {
|
| 172 |
'model': MODEL_VERSION,
|
|
|
|
| 176 |
'temperature': MODEL_CONTROL_DEFAULTS['temperature'],
|
| 177 |
'top_p': MODEL_CONTROL_DEFAULTS['top_p'],
|
| 178 |
}
|
| 179 |
+
|
| 180 |
r = requests.post(
|
| 181 |
API_URL,
|
| 182 |
headers={
|
|
|
|
| 186 |
data=json.dumps(data),
|
| 187 |
stream=True,
|
| 188 |
)
|
| 189 |
+
|
| 190 |
thought_done = False
|
| 191 |
start_time = time.time()
|
| 192 |
message_content = chatbot_value[-1]["content"]
|
| 193 |
+
|
| 194 |
# Reasoning content (tool type)
|
| 195 |
message_content.append({
|
| 196 |
"type": "tool",
|
|
|
|
| 199 |
"title": "🤔 Thinking..."
|
| 200 |
}
|
| 201 |
})
|
| 202 |
+
|
| 203 |
# Main content (text type)
|
| 204 |
message_content.append({
|
| 205 |
"type": "text",
|
| 206 |
"content": "",
|
| 207 |
})
|
| 208 |
+
|
| 209 |
reasoning_start_time = None
|
| 210 |
reasoning_duration = None
|
| 211 |
+
|
| 212 |
for row in r.iter_lines():
|
| 213 |
if row.startswith(b'data:'):
|
| 214 |
data = json.loads(row[5:])
|
| 215 |
if 'choices' not in data:
|
| 216 |
raise gr.Error('request failed')
|
| 217 |
choice = data['choices'][0]
|
| 218 |
+
|
| 219 |
if 'delta' in choice:
|
| 220 |
delta = choice['delta']
|
| 221 |
reasoning_content = delta.get('reasoning_content', '')
|
| 222 |
content = delta.get('content', '')
|
| 223 |
+
|
| 224 |
chatbot_value[-1]["loading"] = False
|
| 225 |
+
|
| 226 |
# Handle reasoning content
|
| 227 |
if reasoning_content:
|
| 228 |
if reasoning_start_time is None:
|
| 229 |
reasoning_start_time = time.time()
|
| 230 |
message_content[-2]["content"] += reasoning_content
|
| 231 |
+
|
| 232 |
# Handle main content
|
| 233 |
if content:
|
| 234 |
message_content[-1]["content"] += content
|
| 235 |
+
|
| 236 |
if not thought_done:
|
| 237 |
thought_done = True
|
| 238 |
if reasoning_start_time is not None:
|
| 239 |
+
reasoning_duration = time.time(
|
| 240 |
+
) - reasoning_start_time
|
| 241 |
+
thought_cost_time = "{:.2f}".format(
|
| 242 |
+
reasoning_duration)
|
| 243 |
else:
|
| 244 |
reasoning_duration = 0.0
|
| 245 |
thought_cost_time = "0.00"
|
| 246 |
+
message_content[-2]["options"] = {
|
| 247 |
+
"title":
|
| 248 |
+
f"End of Thought ({thought_cost_time}s)",
|
| 249 |
+
"status": "done"
|
| 250 |
+
}
|
| 251 |
|
| 252 |
yield {chatbot: gr.update(value=chatbot_value)}
|
| 253 |
+
|
| 254 |
elif 'message' in choice:
|
| 255 |
message_data = choice['message']
|
| 256 |
+
reasoning_content = message_data.get(
|
| 257 |
+
'reasoning_content', '')
|
| 258 |
main_content = message_data.get('content', '')
|
| 259 |
+
|
| 260 |
message_content[-2]["content"] = reasoning_content
|
| 261 |
message_content[-1]["content"] = main_content
|
| 262 |
+
|
| 263 |
if reasoning_content and main_content:
|
| 264 |
if reasoning_duration is None:
|
| 265 |
if reasoning_start_time is not None:
|
| 266 |
+
reasoning_duration = time.time(
|
| 267 |
+
) - reasoning_start_time
|
| 268 |
+
thought_cost_time = "{:.2f}".format(
|
| 269 |
+
reasoning_duration)
|
| 270 |
else:
|
| 271 |
reasoning_duration = 0.0
|
| 272 |
thought_cost_time = "0.00"
|
| 273 |
else:
|
| 274 |
+
thought_cost_time = "{:.2f}".format(
|
| 275 |
+
reasoning_duration)
|
| 276 |
+
message_content[-2]["options"] = {
|
| 277 |
+
"title": f"End of Thought ({thought_cost_time}s)",
|
| 278 |
+
"status": "done"
|
| 279 |
+
}
|
| 280 |
+
|
| 281 |
chatbot_value[-1]["loading"] = False
|
| 282 |
yield {chatbot: gr.update(value=chatbot_value)}
|
| 283 |
|
| 284 |
+
chatbot_value[-1]["footer"] = "{:.2f}s".format(time.time() -
|
| 285 |
+
start_time)
|
| 286 |
chatbot_value[-1]["status"] = "done"
|
| 287 |
yield {
|
| 288 |
clear_btn: gr.update(disabled=False),
|
| 289 |
sender: gr.update(loading=False),
|
| 290 |
chatbot: gr.update(value=chatbot_value),
|
| 291 |
}
|
| 292 |
+
|
| 293 |
except Exception as e:
|
| 294 |
chatbot_value[-1]["loading"] = False
|
| 295 |
chatbot_value[-1]["status"] = "done"
|
|
|
|
| 309 |
r'```\n([\s\S]+?)\n```', # Match code blocks without language markers
|
| 310 |
r'```([\s\S]+?)```' # Match code blocks without line breaks
|
| 311 |
]
|
| 312 |
+
|
| 313 |
for pattern in patterns:
|
| 314 |
match = re.search(pattern, text, re.DOTALL)
|
| 315 |
if match:
|
| 316 |
extracted = match.group(1).strip()
|
| 317 |
print("Successfully extracted code block:", extracted)
|
| 318 |
return extracted
|
| 319 |
+
|
| 320 |
# If no code block is found, check if the entire text is HTML
|
| 321 |
+
if text.strip().startswith('<!DOCTYPE html>') or text.strip().startswith(
|
| 322 |
+
'<html'):
|
| 323 |
print("Text appears to be raw HTML, using as is")
|
| 324 |
return text.strip()
|
| 325 |
+
|
| 326 |
print("No code block found in text:", text)
|
| 327 |
return text.strip()
|
| 328 |
|
| 329 |
+
|
| 330 |
def send_to_sandbox(code):
|
| 331 |
# Add a wrapper to inject necessary permissions
|
| 332 |
wrapped_code = f"""
|
|
|
|
| 370 |
</body>
|
| 371 |
</html>
|
| 372 |
"""
|
| 373 |
+
encoded_html = base64.b64encode(
|
| 374 |
+
wrapped_code.encode('utf-8')).decode('utf-8')
|
| 375 |
data_uri = f"data:text/html;charset=utf-8;base64,{encoded_html}"
|
| 376 |
iframe = f'<iframe src="{data_uri}" width="100%" height="920px" sandbox="allow-scripts allow-same-origin allow-forms allow-popups allow-modals allow-presentation" allow="display-capture"></iframe>'
|
| 377 |
print("Generated iframe:", iframe)
|
| 378 |
return iframe
|
| 379 |
|
| 380 |
+
|
| 381 |
def select_example(example):
|
| 382 |
if isinstance(example, dict):
|
| 383 |
return example.get("description", "")
|
| 384 |
return ""
|
| 385 |
|
| 386 |
+
|
| 387 |
def generate_code(query: str):
|
| 388 |
if not query:
|
| 389 |
return {
|
|
|
|
| 394 |
output_tabs: gr.update(active_key="reasoning", visible=False),
|
| 395 |
loading: gr.update(tip="Thinking...")
|
| 396 |
}
|
| 397 |
+
|
| 398 |
print("Starting code generation with query:", query)
|
| 399 |
messages = [{
|
| 400 |
'role': 'system',
|
|
|
|
| 403 |
'role': 'user',
|
| 404 |
'content': query
|
| 405 |
}]
|
| 406 |
+
|
| 407 |
max_retries = 3
|
| 408 |
retry_count = 0
|
| 409 |
+
|
| 410 |
while retry_count < max_retries:
|
| 411 |
try:
|
| 412 |
data = {
|
|
|
|
| 417 |
'temperature': MODEL_CONTROL_DEFAULTS['temperature'],
|
| 418 |
'top_p': MODEL_CONTROL_DEFAULTS['top_p'],
|
| 419 |
}
|
| 420 |
+
|
| 421 |
+
print(
|
| 422 |
+
f"Attempt {retry_count + 1}: Sending request to API with data:",
|
| 423 |
+
json.dumps(data, indent=2))
|
| 424 |
r = requests.post(
|
| 425 |
API_URL,
|
| 426 |
headers={
|
|
|
|
| 431 |
stream=True,
|
| 432 |
timeout=60 # Set 60 seconds timeout
|
| 433 |
)
|
| 434 |
+
|
| 435 |
content = ""
|
| 436 |
reasoning_content = ""
|
| 437 |
loading_text = "Thinking..."
|
| 438 |
+
|
| 439 |
for row in r.iter_lines():
|
| 440 |
if row.startswith(b'data:'):
|
| 441 |
data = json.loads(row[5:])
|
| 442 |
+
print("Received data from API:", json.dumps(data,
|
| 443 |
+
indent=2))
|
| 444 |
if 'choices' not in data:
|
| 445 |
raise gr.Error('request failed')
|
| 446 |
choice = data['choices'][0]
|
| 447 |
+
|
| 448 |
if 'delta' in choice:
|
| 449 |
delta = choice['delta']
|
| 450 |
content += delta.get('content', '')
|
| 451 |
reasoning_content += delta.get('reasoning_content', '')
|
| 452 |
+
|
| 453 |
# Update loading text based on content
|
| 454 |
if content and not loading_text == "Generating code...":
|
| 455 |
loading_text = "Generating code..."
|
| 456 |
yield {
|
| 457 |
+
code_output:
|
| 458 |
+
gr.update(value=content),
|
| 459 |
+
reasoning_output:
|
| 460 |
+
gr.update(value=reasoning_content + "\n"),
|
| 461 |
+
sandbox:
|
| 462 |
+
gr.update(value=None),
|
| 463 |
+
state_tab:
|
| 464 |
+
gr.update(active_key="loading"),
|
| 465 |
+
output_tabs:
|
| 466 |
+
gr.update(active_key="reasoning",
|
| 467 |
+
visible=True),
|
| 468 |
+
loading:
|
| 469 |
+
gr.update(tip=loading_text)
|
| 470 |
}
|
| 471 |
else:
|
| 472 |
yield {
|
| 473 |
+
code_output:
|
| 474 |
+
gr.update(value=content),
|
| 475 |
+
reasoning_output:
|
| 476 |
+
gr.update(value=reasoning_content + "\n"),
|
| 477 |
+
sandbox:
|
| 478 |
+
gr.update(value=None),
|
| 479 |
+
state_tab:
|
| 480 |
+
gr.update(active_key="loading"),
|
| 481 |
+
output_tabs:
|
| 482 |
+
gr.update(active_key="reasoning",
|
| 483 |
+
visible=True),
|
| 484 |
+
loading:
|
| 485 |
+
gr.update(tip=loading_text)
|
| 486 |
}
|
| 487 |
elif 'message' in choice:
|
| 488 |
message_data = choice['message']
|
| 489 |
content = message_data.get('content', '')
|
| 490 |
+
reasoning_content = message_data.get(
|
| 491 |
+
'reasoning_content', '')
|
| 492 |
print("Final content:", content)
|
| 493 |
print("Final reasoning:", reasoning_content)
|
| 494 |
html_content = remove_code_block(content)
|
| 495 |
print("Extracted HTML:", html_content)
|
| 496 |
yield {
|
| 497 |
+
code_output:
|
| 498 |
+
gr.update(value=content),
|
| 499 |
+
reasoning_output:
|
| 500 |
+
gr.update(value=reasoning_content + "\n"),
|
| 501 |
+
sandbox:
|
| 502 |
+
gr.update(value=send_to_sandbox(html_content)),
|
| 503 |
+
state_tab:
|
| 504 |
+
gr.update(active_key="render"),
|
| 505 |
+
output_tabs:
|
| 506 |
+
gr.update(active_key="code", visible=True),
|
| 507 |
+
loading:
|
| 508 |
+
gr.update(tip="Done")
|
| 509 |
}
|
| 510 |
+
|
| 511 |
# If successful, break out of retry loop
|
| 512 |
break
|
| 513 |
+
|
| 514 |
+
except (requests.exceptions.Timeout,
|
| 515 |
+
requests.exceptions.ConnectionError) as e:
|
| 516 |
retry_count += 1
|
| 517 |
if retry_count == max_retries:
|
| 518 |
print(f"Failed after {max_retries} attempts:", str(e))
|
| 519 |
+
raise gr.Error(
|
| 520 |
+
f"Request failed after {max_retries} attempts: {str(e)}")
|
| 521 |
print(f"Attempt {retry_count} failed, retrying...")
|
| 522 |
time.sleep(1) # Wait 1 second before retrying
|
| 523 |
+
|
| 524 |
except Exception as e:
|
| 525 |
print("Error occurred:", str(e))
|
| 526 |
raise gr.Error(str(e))
|
| 527 |
|
| 528 |
+
|
| 529 |
css = """
|
| 530 |
/* Add styles for the main container */
|
| 531 |
.ant-tabs-content {
|
|
|
|
| 539 |
}
|
| 540 |
|
| 541 |
/* Modify existing styles */
|
| 542 |
+
.output-empty,.output-loading {
|
| 543 |
display: flex;
|
| 544 |
flex-direction: column;
|
| 545 |
align-items: center;
|
| 546 |
justify-content: center;
|
| 547 |
width: 100%;
|
| 548 |
+
min-height: 680px;
|
| 549 |
+
position: relative;
|
| 550 |
}
|
| 551 |
|
| 552 |
.output-html {
|
| 553 |
display: flex;
|
| 554 |
flex-direction: column;
|
| 555 |
width: 100%;
|
| 556 |
+
min-height: 680px;
|
| 557 |
+
}
|
| 558 |
+
|
| 559 |
+
.output-html > iframe {
|
| 560 |
+
flex: 1;
|
|
|
|
|
|
|
| 561 |
}
|
| 562 |
|
| 563 |
.right_content {
|
|
|
|
| 635 |
}
|
| 636 |
|
| 637 |
.reasoning-box {
|
| 638 |
+
max-height: 300px;
|
| 639 |
overflow-y: auto;
|
|
|
|
| 640 |
border-radius: 4px;
|
|
|
|
| 641 |
font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
|
| 642 |
font-size: 14px;
|
| 643 |
+
line-height: 1.6;
|
|
|
|
|
|
|
| 644 |
width: 100%;
|
|
|
|
| 645 |
scroll-behavior: smooth;
|
| 646 |
+
display: flex;
|
| 647 |
+
flex-direction: column-reverse;
|
| 648 |
}
|
| 649 |
|
| 650 |
.reasoning-box .ms-markdown {
|
|
|
|
| 670 |
}
|
| 671 |
|
| 672 |
.markdown-container {
|
| 673 |
+
max-height: 300px;
|
| 674 |
overflow-y: auto;
|
|
|
|
| 675 |
border-radius: 4px;
|
|
|
|
| 676 |
font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
|
| 677 |
font-size: 14px;
|
| 678 |
line-height: 1.6;
|
|
|
|
|
|
|
| 679 |
width: 100%;
|
|
|
|
| 680 |
scroll-behavior: smooth;
|
| 681 |
+
display: flex;
|
| 682 |
+
flex-direction: column-reverse;
|
| 683 |
}
|
| 684 |
|
| 685 |
/* Example card styles */
|
|
|
|
| 751 |
}
|
| 752 |
"""
|
| 753 |
|
| 754 |
+
|
| 755 |
def scroll_to_bottom():
|
| 756 |
return """
|
| 757 |
function() {
|
|
|
|
| 768 |
}
|
| 769 |
"""
|
| 770 |
|
| 771 |
+
|
| 772 |
+
with gr.Blocks(css=css) as demo, ms.Application(), antdx.XProvider(
|
| 773 |
+
), ms.AutoLoading():
|
| 774 |
with antd.Tabs() as tabs:
|
| 775 |
with antd.Tabs.Item(key="chat", label="Chatbot"):
|
| 776 |
+
with antd.Flex(vertical=True,
|
| 777 |
+
gap="middle",
|
| 778 |
+
elem_style=dict(height="calc(100vh - 150px)")):
|
| 779 |
chatbot = pro.Chatbot(
|
| 780 |
+
elem_style=dict(flex=1, maxHeight=1200, height=0),
|
| 781 |
+
markdown_config=ChatbotMarkdownConfig(
|
| 782 |
+
allow_tags=["think"]),
|
| 783 |
welcome_config=ChatbotWelcomeConfig(
|
| 784 |
variant="borderless",
|
| 785 |
icon="./assets/minimax-logo.png",
|
|
|
|
| 795 |
"flex": 1,
|
| 796 |
},
|
| 797 |
},
|
| 798 |
+
items=DEFAULT_PROMPTS)),
|
|
|
|
|
|
|
| 799 |
user_config=ChatbotUserConfig(actions=["copy", "edit"]),
|
| 800 |
bot_config=ChatbotBotConfig(
|
| 801 |
header=MODEL_NAME,
|
| 802 |
avatar="./assets/minimax-logo.png",
|
| 803 |
+
actions=["copy", "retry"]))
|
|
|
|
|
|
|
| 804 |
|
| 805 |
with antdx.Sender() as sender:
|
| 806 |
with ms.Slot("prefix"):
|
| 807 |
+
with antd.Button(value=None,
|
| 808 |
+
color="default",
|
| 809 |
+
variant="text") as clear_btn:
|
| 810 |
with ms.Slot("icon"):
|
| 811 |
antd.Icon("ClearOutlined")
|
| 812 |
|
|
|
|
| 814 |
submit_event = sender.submit(
|
| 815 |
fn=submit,
|
| 816 |
inputs=[sender, chatbot],
|
| 817 |
+
outputs=[sender, chatbot, clear_btn])
|
| 818 |
+
sender.cancel(fn=cancel,
|
| 819 |
+
inputs=[chatbot],
|
| 820 |
+
outputs=[chatbot, sender, clear_btn],
|
| 821 |
+
cancels=[submit_event],
|
| 822 |
+
queue=False)
|
| 823 |
+
chatbot.retry(fn=retry,
|
| 824 |
+
inputs=[chatbot],
|
| 825 |
+
outputs=[sender, chatbot, clear_btn])
|
| 826 |
+
chatbot.welcome_prompt_select(fn=prompt_select,
|
| 827 |
+
outputs=[sender])
|
|
|
|
|
|
|
|
|
|
|
|
|
| 828 |
|
| 829 |
with antd.Tabs.Item(key="code", label="Code Playground (WebDev)"):
|
| 830 |
+
with antd.Row(gutter=[32, 12],
|
| 831 |
+
elem_classes="code-playground-container"):
|
| 832 |
+
with antd.Col(span=24, md=12):
|
| 833 |
with antd.Flex(vertical=True, gap="middle"):
|
| 834 |
+
code_input = antd.Input.Textarea(
|
| 835 |
size="large",
|
| 836 |
allow_clear=True,
|
| 837 |
+
auto_size=dict(minRows=2, maxRows=6),
|
| 838 |
+
placeholder=
|
| 839 |
+
"Please enter what kind of application you want or choose an example below and click the button"
|
| 840 |
)
|
| 841 |
+
code_btn = antd.Button("Generate Code",
|
| 842 |
+
type="primary",
|
| 843 |
+
size="large")
|
| 844 |
+
with antd.Tabs(active_key="reasoning",
|
| 845 |
+
visible=False) as output_tabs:
|
| 846 |
+
with antd.Tabs.Item(key="reasoning",
|
| 847 |
+
label="🤔 Thinking Process"):
|
| 848 |
+
reasoning_output = ms.Markdown(
|
| 849 |
+
elem_classes="reasoning-box")
|
| 850 |
+
with antd.Tabs.Item(key="code",
|
| 851 |
+
label="💻 Generated Code"):
|
| 852 |
+
code_output = ms.Markdown(
|
| 853 |
+
elem_classes="markdown-container")
|
| 854 |
+
|
| 855 |
antd.Divider("Examples")
|
| 856 |
|
| 857 |
# Examples with categories
|
| 858 |
+
with antd.Tabs(
|
| 859 |
+
elem_classes="example-tabs") as example_tabs:
|
| 860 |
for category, examples in EXAMPLES.items():
|
| 861 |
+
with antd.Tabs.Item(key=category,
|
| 862 |
+
label=category):
|
| 863 |
with antd.Flex(gap="small", wrap=True):
|
| 864 |
for example in examples:
|
| 865 |
with antd.Card(
|
| 866 |
+
elem_classes="example-card",
|
| 867 |
+
hoverable=True
|
| 868 |
) as example_card:
|
| 869 |
antd.Card.Meta(
|
| 870 |
title=example['title'],
|
| 871 |
+
description=example[
|
| 872 |
+
'description'])
|
| 873 |
|
| 874 |
example_card.click(
|
| 875 |
fn=select_example,
|
| 876 |
inputs=[gr.State(example)],
|
| 877 |
+
outputs=[code_input])
|
| 878 |
+
|
| 879 |
+
with antd.Col(span=24, md=12):
|
| 880 |
+
with antd.Card(title="Output",
|
| 881 |
+
elem_style=dict(height="100%"),
|
| 882 |
+
styles=dict(body=dict(height="100%")),
|
| 883 |
+
elem_id="output-container"):
|
| 884 |
+
with antd.Tabs(
|
| 885 |
+
active_key="empty",
|
| 886 |
+
render_tab_bar="() => null") as state_tab:
|
|
|
|
|
|
|
|
|
|
|
|
|
| 887 |
with antd.Tabs.Item(key="empty"):
|
| 888 |
+
empty = antd.Empty(
|
| 889 |
+
description=
|
| 890 |
+
"Enter your request to generate code",
|
| 891 |
+
elem_classes="output-empty")
|
| 892 |
with antd.Tabs.Item(key="loading"):
|
| 893 |
+
with antd.Spin(True,
|
| 894 |
+
tip="Thinking and coding...",
|
| 895 |
+
size="large",
|
| 896 |
+
elem_classes="output-loading"
|
| 897 |
+
) as loading:
|
| 898 |
+
# placeholder
|
| 899 |
+
ms.Div()
|
| 900 |
with antd.Tabs.Item(key="render"):
|
| 901 |
sandbox = gr.HTML(elem_classes="output-html")
|
| 902 |
|
| 903 |
+
code_btn.click(generate_code,
|
| 904 |
+
inputs=[code_input],
|
| 905 |
+
outputs=[
|
| 906 |
+
code_output, reasoning_output, sandbox,
|
| 907 |
+
state_tab, output_tabs, loading
|
| 908 |
+
])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 909 |
|
| 910 |
# Add auto-scroll functionality
|
| 911 |
reasoning_output.change(
|
|
|
|
| 919 |
outputs=[],
|
| 920 |
)
|
| 921 |
|
| 922 |
+
def on_tab_change(e: gr.EventData):
|
| 923 |
+
tab_key = e._data["payload"][0]
|
| 924 |
return gr.update(active_key=tab_key, visible=True)
|
| 925 |
|
| 926 |
output_tabs.change(
|
| 927 |
fn=on_tab_change,
|
|
|
|
| 928 |
outputs=[output_tabs],
|
| 929 |
)
|
| 930 |
|
| 931 |
if __name__ == '__main__':
|
| 932 |
+
demo.queue(default_concurrency_limit=50).launch(ssr_mode=False)
|