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import os | |
import re | |
import random | |
from http import HTTPStatus | |
from typing import Dict, List, Optional, Tuple | |
import base64 | |
import anthropic | |
from functools import partial | |
import gradio as gr | |
import modelscope_studio.components.base as ms | |
import modelscope_studio.components.legacy as legacy | |
import modelscope_studio.components.antd as antd | |
from config import DEMO_LIST, SystemPrompt | |
def get_image_base64(image_path): | |
with open(image_path, "rb") as image_file: | |
encoded_string = base64.b64encode(image_file.read()).decode() | |
return encoded_string | |
YOUR_API_TOKEN = os.getenv('ANTHROPIC_API_KEY') | |
client = anthropic.Anthropic(api_key=YOUR_API_TOKEN) | |
class Role: | |
SYSTEM = "system" | |
USER = "user" | |
ASSISTANT = "assistant" | |
History = List[Tuple[str, str]] | |
Messages = List[Dict[str, str]] | |
def history_to_messages(history: History, system: str) -> Messages: | |
messages = [{'role': Role.SYSTEM, 'content': system}] | |
for h in history: | |
messages.append({'role': Role.USER, 'content': h[0]}) | |
messages.append({'role': Role.ASSISTANT, 'content': h[1]}) | |
return messages | |
def messages_to_history(messages: Messages) -> History: | |
assert messages[0]['role'] == Role.SYSTEM | |
history = [] | |
for q, r in zip(messages[1::2], messages[2::2]): | |
history.append([q['content'], r['content']]) | |
return history | |
def remove_code_block(text): | |
pattern = r'```html\n(.+?)\n```' | |
match = re.search(pattern, text, re.DOTALL) | |
if match: | |
return match.group(1).strip() | |
else: | |
return text.strip() | |
def history_render(history: History): | |
return gr.update(open=True), history | |
def clear_history(): | |
return [] | |
def send_to_sandbox(code): | |
encoded_html = base64.b64encode(code.encode('utf-8')).decode('utf-8') | |
data_uri = f"data:text/html;charset=utf-8;base64,{encoded_html}" | |
return f"<iframe src=\"{data_uri}\" width=\"100%\" height=\"920px\"></iframe>" | |
with gr.Blocks(css_paths="app.css") as demo: | |
history = gr.State([]) | |
setting = gr.State({ | |
"system": SystemPrompt, | |
}) | |
def generation_code(query: Optional[str], _setting: Dict[str, str], _history: Optional[History]): | |
if not query or query.strip() == '': | |
query = random.choice(DEMO_LIST)['description'] # ๋น ์ฟผ๋ฆฌ์ผ ๊ฒฝ์ฐ ๋๋ค ์์ ์ฌ์ฉ | |
if _history is None: | |
_history = [] | |
messages = history_to_messages(_history, _setting['system']) | |
system_message = messages[0]['content'] | |
claude_messages = [ | |
{"role": msg["role"] if msg["role"] != "system" else "user", "content": msg["content"]} | |
for msg in messages[1:] + [{'role': Role.USER, 'content': query}] | |
if msg["content"].strip() != '' # ๋น ๋ฉ์์ง ํํฐ๋ง | |
] | |
try: | |
yield [ | |
"Generating code...", | |
_history, | |
None, | |
gr.update(active_key="loading"), | |
gr.update(open=True) | |
] | |
with client.messages.stream( | |
model="claude-3-5-sonnet-20241022", | |
max_tokens=7800, | |
system=system_message, | |
messages=claude_messages | |
) as stream: | |
collected_content = "" | |
for chunk in stream: | |
if chunk.type == "content_block_delta": | |
delta = chunk.delta.text | |
collected_content += delta | |
yield [ | |
collected_content, | |
_history, | |
None, | |
gr.update(active_key="loading"), | |
gr.update(open=True) | |
] | |
_history = messages_to_history([ | |
{'role': Role.SYSTEM, 'content': system_message} | |
] + claude_messages + [{ | |
'role': Role.ASSISTANT, | |
'content': collected_content | |
}]) | |
yield [ | |
collected_content, | |
_history, | |
send_to_sandbox(remove_code_block(collected_content)), | |
gr.update(active_key="render"), | |
gr.update(open=True) | |
] | |
except Exception as e: | |
print(f"Error details: {str(e)}") # ๋๋ฒ๊น ์ ์ํ ์๋ฌ ์ถ๋ ฅ | |
raise ValueError(f'Error calling Claude API: {str(e)}') | |
with ms.Application() as app: | |
with antd.ConfigProvider(): | |
# ๋ฉ์ธ ์ปจํ ์ธ ๋ฅผ ์ํ Row | |
with antd.Row(gutter=[32, 12]) as layout: | |
# ์ข์ธก ํจ๋ | |
with antd.Col(span=24, md=8): | |
with antd.Flex(vertical=True, gap="middle", wrap=True): | |
header = gr.HTML(f""" | |
<div class="left_header"> | |
<img src="data:image/gif;base64,{get_image_base64('mouse.gif')}" width="360px" /> | |
<h1 style="font-size: 18px;">๊ณ ์์ด๋ ๋ฐ๋ก ์ฝ๋ฉํ๋ 'MOUSE-I'</h2> | |
<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: [email protected] </h2> | |
</div> | |
""") | |
input = antd.InputTextarea( | |
size="large", | |
allow_clear=True, | |
placeholder=random.choice(DEMO_LIST)['description'] | |
) | |
# ๋ฒํผ๋ค์ ๊ฐ๋ก๋ก ๋ฐฐ์นํ๊ธฐ ์ํ Flex ์ปจํ ์ด๋ | |
with antd.Flex(gap="small", justify="space-between"): | |
btn = antd.Button("Send", type="primary", size="large") | |
execute_btn = antd.Button("Code ์คํ", type="default", size="large") | |
clear_btn = antd.Button("Clear", type="default", size="large") | |
# Examples ๋ฒํผ๋ค ์ถ๊ฐ | |
antd.Divider("Try these examples") | |
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ | |
example_btn0 = antd.Button( | |
"MBTI ์ง๋จ ์๋น์ค", | |
type="default", | |
block=True, | |
size="large" | |
) | |
example_btn0.click( | |
fn=lambda: "MBTI ์ง๋จ์ ์ํด 15๊ฐ์ ์ง๋ฌธ๊ณผ ๊ฐ๊ด์ ๋ต๋ณ์ ํตํด MBTI ์ง๋จ ๊ฒฐ๊ณผ ๋ฐ ํด๋น ์ฑ๊ฒฉ์ ๋ํ ์์ธํ ๊ฒฐ๊ณผ๋ฅผ ์ถ๋ ฅํ๋ผ", | |
inputs=[], | |
outputs=[input] | |
) | |
# ์ฒซ ๋ฒ์งธ ์์ ๋ฒํผ | |
example_btn1 = antd.Button( | |
"๋ค์ด๋๋ฏน ์ฐจํธ ๋์ฌ๋ณด๋", | |
type="default", | |
block=True, | |
size="large" | |
) | |
example_btn1.click( | |
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.", | |
inputs=[], | |
outputs=[input] | |
) | |
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ | |
example_btn2 = antd.Button( | |
"[๊ฒ์] ์นด๋ ๊ธฐ์ต๋ ฅ", | |
type="default", | |
block=True, | |
size="large" | |
) | |
example_btn2.click( | |
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.", | |
inputs=[], | |
outputs=[input] | |
) | |
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ | |
example_btn3 = antd.Button( | |
"ํ๋ก์นด๋ ์ด์", | |
type="default", | |
block=True, | |
size="large" | |
) | |
example_btn3.click( | |
fn=lambda: "ํ๋ก์นด๋ ์ด์ธ๋ฅผ ์ ์น๋๊ฒ์ ์์ฑํ๋ผ. ์์ฃผ ์์ธํ๊ณ ์ ๋ฌธ์ ์ด๋ฉด์ ์ฝ๊ณ ๊ธธ๊ฒ ๋ต๋ณํ๋ผ. ๋ชจ๋ ๋ต๋ณ๊ณผ ์ค๋ช ์ ํ๊ธ๋ก ํ๋ผ", | |
inputs=[], | |
outputs=[input] | |
) | |
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ | |
example_btn4 = antd.Button( | |
"[๊ฒ์] ํ ํธ๋ฆฌ์ค", | |
type="default", | |
block=True, | |
size="large" | |
) | |
example_btn4.click( | |
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", | |
inputs=[], | |
outputs=[input] | |
) | |
example_btn5 = antd.Button( | |
"ํ ์คํธ๋ก ์์ฑ ์์ฑ ๋ฐ ์กฐ์ ", | |
type="default", | |
block=True, | |
size="large" | |
) | |
example_btn5.click( | |
fn=lambda: "ํ ์คํธ๋ฅผ ์์ฑ์ผ๋ก ๋ณํํ๊ณ , ์์ฑ ํ๋ผ๋ฏธํฐ๋ฅผ ์ค์๊ฐ์ผ๋ก ์กฐ์ ํ ์ ์๋ ์ธํฐํ์ด์ค๋ฅผ ์ ๊ณตํ์ธ์.", | |
inputs=[], | |
outputs=[input] | |
) | |
# Drawer ์ปดํฌ๋ํธ๋ค | |
with antd.Drawer(open=False, title="code", placement="left", width="750px") as code_drawer: | |
code_output = legacy.Markdown() | |
with antd.Drawer(open=False, title="history", placement="left", width="900px") as history_drawer: | |
history_output = legacy.Chatbot(show_label=False, flushing=False, height=960, elem_classes="history_chatbot") | |
# ์ฐ์ธก ํจ๋ | |
with antd.Col(span=24, md=16): | |
with ms.Div(elem_classes="right_panel"): | |
with antd.Flex(gap="small", elem_classes="setting-buttons"): | |
codeBtn = antd.Button("๐งโ๐ป view code", type="default") | |
historyBtn = antd.Button("๐ history", type="default") | |
gr.HTML('<div class="render_header"><span class="header_btn"></span><span class="header_btn"></span><span class="header_btn"></span></div>') | |
with antd.Tabs(active_key="empty", render_tab_bar="() => null") as state_tab: | |
with antd.Tabs.Item(key="empty"): | |
empty = antd.Empty(description="empty input", elem_classes="right_content") | |
with antd.Tabs.Item(key="loading"): | |
loading = antd.Spin(True, tip="coding...", size="large", elem_classes="right_content") | |
with antd.Tabs.Item(key="render"): | |
sandbox = gr.HTML(elem_classes="html_content") | |
# Code ์คํ ๋ฒํผ ์ด๋ฒคํธ ํธ๋ค๋ฌ | |
def execute_code(query: str): | |
if not query or query.strip() == '': | |
return None, gr.update(active_key="empty") | |
try: | |
# HTML ์ฝ๋ ๋ธ๋ก ํ์ธ | |
if '```html' in query and '```' in query: | |
# HTML ์ฝ๋ ๋ธ๋ก ์ถ์ถ | |
code = remove_code_block(query) | |
else: | |
# ์ ๋ ฅ๋ ํ ์คํธ๋ฅผ ๊ทธ๋๋ก ์ฝ๋๋ก ์ฌ์ฉ | |
code = query.strip() | |
return send_to_sandbox(code), gr.update(active_key="render") | |
except Exception as e: | |
print(f"Error executing code: {str(e)}") | |
return None, gr.update(active_key="empty") | |
# ์ด๋ฒคํธ ํธ๋ค๋ฌ๋ค | |
execute_btn.click( | |
fn=execute_code, | |
inputs=[input], | |
outputs=[sandbox, state_tab] | |
) | |
codeBtn.click(lambda: gr.update(open=True), | |
inputs=[], outputs=[code_drawer]) | |
code_drawer.close(lambda: gr.update( | |
open=False), inputs=[], outputs=[code_drawer]) | |
historyBtn.click(history_render, inputs=[history], outputs=[history_drawer, history_output]) | |
history_drawer.close(lambda: gr.update( | |
open=False), inputs=[], outputs=[history_drawer]) | |
btn.click( | |
generation_code, | |
inputs=[input, setting, history], | |
outputs=[code_output, history, sandbox, state_tab, code_drawer] | |
) | |
clear_btn.click(clear_history, inputs=[], outputs=[history]) | |
if __name__ == "__main__": | |
demo.queue(default_concurrency_limit=20).launch(ssr_mode=False) |