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import os |
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import re |
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import random |
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from http import HTTPStatus |
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from typing import Dict, List, Optional, Tuple |
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import base64 |
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import anthropic |
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from functools import partial |
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import gradio as gr |
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import modelscope_studio.components.base as ms |
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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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from config import DEMO_LIST, SystemPrompt |
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def get_image_base64(image_path): |
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with open(image_path, "rb") as image_file: |
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encoded_string = base64.b64encode(image_file.read()).decode() |
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return encoded_string |
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YOUR_API_TOKEN = os.getenv('ANTHROPIC_API_KEY') |
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client = anthropic.Anthropic(api_key=YOUR_API_TOKEN) |
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class Role: |
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SYSTEM = "system" |
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USER = "user" |
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ASSISTANT = "assistant" |
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History = List[Tuple[str, str]] |
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Messages = List[Dict[str, str]] |
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def history_to_messages(history: History, system: str) -> Messages: |
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messages = [{'role': Role.SYSTEM, 'content': system}] |
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for h in history: |
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messages.append({'role': Role.USER, 'content': h[0]}) |
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messages.append({'role': Role.ASSISTANT, 'content': h[1]}) |
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return messages |
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def messages_to_history(messages: Messages) -> History: |
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assert messages[0]['role'] == Role.SYSTEM |
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history = [] |
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for q, r in zip(messages[1::2], messages[2::2]): |
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history.append([q['content'], r['content']]) |
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return history |
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def remove_code_block(text): |
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pattern = r'```html\n(.+?)\n```' |
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match = re.search(pattern, text, re.DOTALL) |
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if match: |
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return match.group(1).strip() |
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else: |
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return text.strip() |
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def history_render(history: History): |
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return gr.update(open=True), history |
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def clear_history(): |
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return [] |
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def send_to_sandbox(code): |
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encoded_html = base64.b64encode(code.encode('utf-8')).decode('utf-8') |
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data_uri = f"data:text/html;charset=utf-8;base64,{encoded_html}" |
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return f"<iframe src=\"{data_uri}\" width=\"100%\" height=\"920px\"></iframe>" |
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with gr.Blocks(css_paths="app.css") as demo: |
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history = gr.State([]) |
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setting = gr.State({ |
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"system": SystemPrompt, |
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}) |
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def generation_code(query: Optional[str], _setting: Dict[str, str], _history: Optional[History]): |
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if not query or query.strip() == '': |
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query = random.choice(DEMO_LIST)['description'] |
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if _history is None: |
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_history = [] |
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messages = history_to_messages(_history, _setting['system']) |
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system_message = messages[0]['content'] |
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claude_messages = [ |
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{"role": msg["role"] if msg["role"] != "system" else "user", "content": msg["content"]} |
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for msg in messages[1:] + [{'role': Role.USER, 'content': query}] |
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if msg["content"].strip() != '' |
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] |
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try: |
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yield [ |
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"Generating code...", |
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_history, |
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None, |
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gr.update(active_key="loading"), |
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gr.update(open=True) |
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] |
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with client.messages.stream( |
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model="claude-3-5-sonnet-20241022", |
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max_tokens=7800, |
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system=system_message, |
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messages=claude_messages |
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) as stream: |
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collected_content = "" |
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for chunk in stream: |
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if chunk.type == "content_block_delta": |
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delta = chunk.delta.text |
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collected_content += delta |
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yield [ |
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collected_content, |
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_history, |
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None, |
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gr.update(active_key="loading"), |
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gr.update(open=True) |
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] |
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_history = messages_to_history([ |
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{'role': Role.SYSTEM, 'content': system_message} |
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] + claude_messages + [{ |
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'role': Role.ASSISTANT, |
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'content': collected_content |
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}]) |
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yield [ |
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collected_content, |
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_history, |
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send_to_sandbox(remove_code_block(collected_content)), |
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gr.update(active_key="render"), |
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gr.update(open=True) |
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] |
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except Exception as e: |
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print(f"Error details: {str(e)}") |
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raise ValueError(f'Error calling Claude API: {str(e)}') |
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with ms.Application() as app: |
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with antd.ConfigProvider(): |
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with antd.Row(gutter=[32, 12]) as layout: |
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with antd.Col(span=24, md=8): |
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with antd.Flex(vertical=True, gap="middle", wrap=True): |
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header = gr.HTML(f""" |
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<div class="left_header"> |
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<img src="data:image/gif;base64,{get_image_base64('mouse.gif')}" width="360px" /> |
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<h1 style="font-size: 18px;">๊ณ ์์ด๋ ๋ฐ๋ก ์ฝ๋ฉํ๋ 'MOUSE-I'</h2> |
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<h1 style="font-size: 10px;">์
๋ ฅ์์ด 'Send' ๋ฒํผ ํด๋ฆญ์ ๋๋คํ ์์ ์ฝ๋ ์์ฑ. ์์ฑ๋ ์ฝ๋๋ง ํ๋กฌํํธ์ ๋ถ์ฌ๋ฃ๊ณ 'Code ์คํ' ๋ฒํผ ํด๋ฆญ์ ํ๋ฉด์ ์ฆ์ ์๋น์ค๊ฐ ์คํ. ๋ฌธ์: arxivgpt@gmail.com </h2> |
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</div> |
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""") |
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input = antd.InputTextarea( |
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size="large", |
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allow_clear=True, |
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placeholder=random.choice(DEMO_LIST)['description'] |
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) |
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with antd.Flex(gap="small", justify="space-between"): |
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btn = antd.Button("Send", type="primary", size="large") |
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execute_btn = antd.Button("Code ์คํ", type="default", size="large") |
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clear_btn = antd.Button("Clear", type="default", size="large") |
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antd.Divider("Try these examples") |
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example_btn0 = antd.Button( |
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"MBTI ์ง๋จ ์๋น์ค", |
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type="default", |
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block=True, |
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size="large" |
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) |
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example_btn0.click( |
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fn=lambda: "MBTI ์ง๋จ์ ์ํด 15๊ฐ์ ์ง๋ฌธ๊ณผ ๊ฐ๊ด์ ๋ต๋ณ์ ํตํด MBTI ์ง๋จ ๊ฒฐ๊ณผ ๋ฐ ํด๋น ์ฑ๊ฒฉ์ ๋ํ ์์ธํ ๊ฒฐ๊ณผ๋ฅผ ์ถ๋ ฅํ๋ผ", |
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inputs=[], |
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outputs=[input] |
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) |
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example_btn1 = antd.Button( |
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"๋ค์ด๋๋ฏน ์ฐจํธ ๋์ฌ๋ณด๋", |
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type="default", |
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block=True, |
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size="large" |
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) |
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example_btn1.click( |
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fn=lambda: "Create an interactive dashboard with Chart.js showing different types of charts (line, bar, pie) with smooth animations. Include buttons to switch between different data views.", |
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inputs=[], |
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outputs=[input] |
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) |
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example_btn2 = antd.Button( |
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"[๊ฒ์] ์นด๋ ๊ธฐ์ต๋ ฅ", |
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type="default", |
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block=True, |
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size="large" |
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) |
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example_btn2.click( |
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fn=lambda: "Create a classic memory matching card game with flip animations. Include a scoring system, timer, and difficulty levels. Add satisfying match/mismatch animations and sound effects using Web Audio API.", |
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inputs=[], |
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outputs=[input] |
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) |
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example_btn3 = antd.Button( |
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"ํ๋ก์นด๋ ์ด์", |
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type="default", |
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block=True, |
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size="large" |
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) |
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example_btn3.click( |
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fn=lambda: "ํ๋ก์นด๋ ์ด์ธ๋ฅผ ์ ์น๋๊ฒ์ ์์ฑํ๋ผ. ์์ฃผ ์์ธํ๊ณ ์ ๋ฌธ์ ์ด๋ฉด์ ์ฝ๊ณ ๊ธธ๊ฒ ๋ต๋ณํ๋ผ. ๋ชจ๋ ๋ต๋ณ๊ณผ ์ค๋ช
์ ํ๊ธ๋ก ํ๋ผ", |
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inputs=[], |
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outputs=[input] |
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) |
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example_btn4 = antd.Button( |
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"[๊ฒ์] ํ
ํธ๋ฆฌ์ค", |
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type="default", |
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block=True, |
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size="large" |
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) |
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example_btn4.click( |
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fn=lambda: "Classic Tetris Game: Start๊ณผ ReStart ๋ฒํผ๊ณผ ๊ธฐ๋ฅ ์ ์ฉ, Game Over(๋ง๋๊ฐ ๊ฐ์ฅ ์๋จ๊น์ง ๋์ ํด์ ์์์๋), ๋ง๋๊ฐ ํ์ค ๊ฐ๋ ์ฑ์์ก์๋ ํ์ค์ด ์ญ์ , ๋จ์ด์ง ๋ง๋๋ ์ฌ๋ผ์ง์ง ์๊ณ ๋ฐ๋์ ๋์ ํด์ ์์๊ฒ. ๋ง๋ ์ฐ์ธก/์ข์ธก/๋ด๋ฆฌ๊ธฐ(space)/๋ง๋์ ์์ฒด ๋ชจ์๋ง ๋ฐ๊ฟ(up) ๋ฒํผ ์ง์, ๋๋จธ์ง๋ Tetris ๊ธฐ๋ณธ ๊ท์น์ ๋ฐ๋ฆ", |
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inputs=[], |
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outputs=[input] |
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) |
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example_btn5 = antd.Button( |
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"ํ
์คํธ๋ก ์์ฑ ์์ฑ ๋ฐ ์กฐ์ ", |
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type="default", |
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block=True, |
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size="large" |
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) |
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example_btn5.click( |
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fn=lambda: "ํ
์คํธ๋ฅผ ์์ฑ์ผ๋ก ๋ณํํ๊ณ , ์์ฑ ํ๋ผ๋ฏธํฐ๋ฅผ ์ค์๊ฐ์ผ๋ก ์กฐ์ ํ ์ ์๋ ์ธํฐํ์ด์ค๋ฅผ ์ ๊ณตํ์ธ์.", |
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inputs=[], |
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outputs=[input] |
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) |
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with antd.Drawer(open=False, title="code", placement="left", width="750px") as code_drawer: |
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code_output = legacy.Markdown() |
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with antd.Drawer(open=False, title="history", placement="left", width="900px") as history_drawer: |
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history_output = legacy.Chatbot(show_label=False, flushing=False, height=960, elem_classes="history_chatbot") |
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with antd.Col(span=24, md=16): |
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with ms.Div(elem_classes="right_panel"): |
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with antd.Flex(gap="small", elem_classes="setting-buttons"): |
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codeBtn = antd.Button("๐งโ๐ป view code", type="default") |
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historyBtn = antd.Button("๐ history", type="default") |
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gr.HTML('<div class="render_header"><span class="header_btn"></span><span class="header_btn"></span><span class="header_btn"></span></div>') |
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with antd.Tabs(active_key="empty", render_tab_bar="() => null") as state_tab: |
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with antd.Tabs.Item(key="empty"): |
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empty = antd.Empty(description="empty input", elem_classes="right_content") |
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with antd.Tabs.Item(key="loading"): |
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loading = antd.Spin(True, tip="coding...", size="large", elem_classes="right_content") |
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with antd.Tabs.Item(key="render"): |
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sandbox = gr.HTML(elem_classes="html_content") |
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def execute_code(query: str): |
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if not query or query.strip() == '': |
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return None, gr.update(active_key="empty") |
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try: |
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if '```html' in query and '```' in query: |
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code = remove_code_block(query) |
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else: |
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code = query.strip() |
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return send_to_sandbox(code), gr.update(active_key="render") |
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except Exception as e: |
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print(f"Error executing code: {str(e)}") |
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return None, gr.update(active_key="empty") |
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execute_btn.click( |
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fn=execute_code, |
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inputs=[input], |
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outputs=[sandbox, state_tab] |
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) |
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codeBtn.click(lambda: gr.update(open=True), |
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inputs=[], outputs=[code_drawer]) |
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code_drawer.close(lambda: gr.update( |
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open=False), inputs=[], outputs=[code_drawer]) |
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historyBtn.click(history_render, inputs=[history], outputs=[history_drawer, history_output]) |
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history_drawer.close(lambda: gr.update( |
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open=False), inputs=[], outputs=[history_drawer]) |
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btn.click( |
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generation_code, |
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inputs=[input, setting, history], |
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outputs=[code_output, history, sandbox, state_tab, code_drawer] |
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) |
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clear_btn.click(clear_history, inputs=[], outputs=[history]) |
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if __name__ == "__main__": |
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demo.queue(default_concurrency_limit=20).launch(ssr_mode=False) |