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Create app-backup1.py
Browse files- app-backup1.py +196 -0
app-backup1.py
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| 1 |
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import os
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| 2 |
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import re
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| 3 |
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from http import HTTPStatus
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| 4 |
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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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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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| 11 |
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import modelscope_studio.components.antd as antd
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| 12 |
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from config import DEMO_LIST, SystemPrompt
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| 13 |
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YOUR_API_TOKEN = os.getenv('ANTHROPIC_API_KEY')
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| 15 |
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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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| 23 |
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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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| 42 |
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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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| 49 |
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| 50 |
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def clear_history():
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| 51 |
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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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| 56 |
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return f"<iframe src=\"{data_uri}\" width=\"100%\" height=\"920px\"></iframe>"
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| 57 |
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| 58 |
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def demo_card_click(e: gr.EventData):
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index = e._data['component']['index']
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| 60 |
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return DEMO_LIST[index]['description']
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| 61 |
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| 62 |
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with gr.Blocks(css_paths="app.css") as demo:
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history = gr.State([])
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| 64 |
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setting = gr.State({
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"system": SystemPrompt,
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})
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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("""
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<div class="left_header">
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<img src="//img.alicdn.com/imgextra/i2/O1CN01KDhOma1DUo8oa7OIU_!!6000000000220-1-tps-240-240.gif" width="200px" />
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<h1>Claude-3-Sonnet Coder</h2>
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</div>
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""")
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input = antd.InputTextarea(
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size="large", allow_clear=True, placeholder="Please enter what kind of application you want")
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btn = antd.Button("send", type="primary", size="large")
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| 82 |
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clear_btn = antd.Button("clear history", type="default", size="large")
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| 83 |
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antd.Divider("examples")
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| 85 |
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with antd.Flex(gap="small", wrap=True):
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with ms.Each(DEMO_LIST):
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with antd.Card(hoverable=True, as_item="card") as demoCard:
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antd.CardMeta()
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demoCard.click(demo_card_click, outputs=[input])
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| 90 |
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antd.Divider("setting")
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| 93 |
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with antd.Flex(gap="small", wrap=True):
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settingPromptBtn = antd.Button(
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"βοΈ set system Prompt", type="default")
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| 96 |
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codeBtn = antd.Button("π§βπ» view code", type="default")
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historyBtn = antd.Button("π history", type="default")
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| 99 |
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with antd.Modal(open=False, title="set system Prompt", width="800px") as system_prompt_modal:
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systemPromptInput = antd.InputTextarea(
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SystemPrompt, auto_size=True)
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| 102 |
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| 103 |
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settingPromptBtn.click(lambda: gr.update(
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| 104 |
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open=True), inputs=[], outputs=[system_prompt_modal])
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| 105 |
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system_prompt_modal.ok(lambda input: ({"system": input}, gr.update(
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open=False)), inputs=[systemPromptInput], outputs=[setting, system_prompt_modal])
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system_prompt_modal.cancel(lambda: gr.update(
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| 108 |
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open=False), outputs=[system_prompt_modal])
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| 109 |
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| 110 |
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with antd.Drawer(open=False, title="code", placement="left", width="750px") as code_drawer:
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| 111 |
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code_output = legacy.Markdown()
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| 112 |
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| 113 |
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codeBtn.click(lambda: gr.update(open=True),
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| 114 |
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inputs=[], outputs=[code_drawer])
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| 115 |
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code_drawer.close(lambda: gr.update(
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| 116 |
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open=False), inputs=[], outputs=[code_drawer])
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| 117 |
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| 118 |
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with antd.Drawer(open=False, title="history", placement="left", width="900px") as history_drawer:
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| 119 |
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history_output = legacy.Chatbot(show_label=False, flushing=False, height=960, elem_classes="history_chatbot")
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| 120 |
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| 121 |
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historyBtn.click(history_render, inputs=[history], outputs=[history_drawer, history_output])
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| 122 |
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history_drawer.close(lambda: gr.update(
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| 123 |
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open=False), inputs=[], outputs=[history_drawer])
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| 124 |
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| 125 |
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with antd.Col(span=24, md=16):
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| 126 |
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with ms.Div(elem_classes="right_panel"):
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| 127 |
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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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| 128 |
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with antd.Tabs(active_key="empty", render_tab_bar="() => null") as state_tab:
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| 129 |
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with antd.Tabs.Item(key="empty"):
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| 130 |
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empty = antd.Empty(description="empty input", elem_classes="right_content")
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| 131 |
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with antd.Tabs.Item(key="loading"):
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| 132 |
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loading = antd.Spin(True, tip="coding...", size="large", elem_classes="right_content")
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| 133 |
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with antd.Tabs.Item(key="render"):
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| 134 |
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sandbox = gr.HTML(elem_classes="html_content")
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| 135 |
+
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| 136 |
+
def generation_code(query: Optional[str], _setting: Dict[str, str], _history: Optional[History]):
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| 137 |
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if query is None:
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| 138 |
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query = ''
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| 139 |
+
if _history is None:
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| 140 |
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_history = []
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| 141 |
+
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| 142 |
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messages = history_to_messages(_history, _setting['system'])
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| 143 |
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system_message = messages[0]['content']
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| 144 |
+
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| 145 |
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claude_messages = [
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| 146 |
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{"role": msg["role"] if msg["role"] != "system" else "user", "content": msg["content"]}
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| 147 |
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for msg in messages[1:] + [{'role': Role.USER, 'content': query}]
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| 148 |
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]
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| 149 |
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| 150 |
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try:
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| 151 |
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# μ€κ° μν νμ
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| 152 |
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yield [
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| 153 |
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"Generating code...", # code_output
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| 154 |
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_history, # history
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| 155 |
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None, # sandbox
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| 156 |
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gr.update(active_key="loading"), # state_tab
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| 157 |
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gr.update(open=True) # code_drawer
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| 158 |
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]
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| 159 |
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| 160 |
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response = client.messages.create(
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| 161 |
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model="claude-3-5-sonnet-20241022",
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| 162 |
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max_tokens=7800,
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| 163 |
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system=system_message,
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| 164 |
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messages=claude_messages
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| 165 |
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)
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| 166 |
+
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| 167 |
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content = response.content[0].text
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| 168 |
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_history = messages_to_history([
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| 169 |
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{'role': Role.SYSTEM, 'content': system_message}
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| 170 |
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] + claude_messages + [{
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| 171 |
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'role': Role.ASSISTANT,
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| 172 |
+
'content': content
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| 173 |
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}])
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| 174 |
+
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| 175 |
+
# μ΅μ’
κ²°κ³Ό λ°ν
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| 176 |
+
yield [
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| 177 |
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content, # code_output
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| 178 |
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_history, # history
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| 179 |
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send_to_sandbox(remove_code_block(content)), # sandbox
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| 180 |
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gr.update(active_key="render"), # state_tab
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| 181 |
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gr.update(open=True) # code_drawer
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| 182 |
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]
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| 183 |
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| 184 |
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except Exception as e:
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| 185 |
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raise ValueError(f'Error calling Claude API: {str(e)}')
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| 186 |
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| 187 |
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btn.click(
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| 188 |
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generation_code,
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| 189 |
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inputs=[input, setting, history],
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| 190 |
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outputs=[code_output, history, sandbox, state_tab, code_drawer]
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| 191 |
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)
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| 192 |
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| 193 |
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clear_btn.click(clear_history, inputs=[], outputs=[history])
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| 194 |
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| 195 |
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if __name__ == "__main__":
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demo.queue(default_concurrency_limit=20).launch(ssr_mode=False)
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