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"" 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'] # 빈 쿼리일 경우 랜덤 예제 사용 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() != '' # 빈 메시지 필터링 ] 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)}") # 디버깅을 위한 에러 출력 raise ValueError(f'Error calling Claude API: {str(e)}') with ms.Application() as app: with antd.ConfigProvider(): with antd.Row(gutter=[32, 12]) as layout: # 좌측 패널 부분 수정 with antd.Col(span=24, md=8): with antd.Flex(vertical=True, gap="middle", wrap=True): header = gr.HTML(f"""