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Create app.py
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app.py
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import gradio as gr
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from gradio import ChatMessage
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import time
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sleep_time = 0.5
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def simulate_thinking_chat(message, history):
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start_time = time.time()
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response = ChatMessage(
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content="",
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metadata={"title": "_Thinking_ step-by-step", "id": 0, "status": "pending"}
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)
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yield response
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thoughts = [
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"First, I need to understand the core aspects of the query...",
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"Now, considering the broader context and implications...",
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"Analyzing potential approaches to formulate a comprehensive answer...",
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"Finally, structuring the response for clarity and completeness..."
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]
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accumulated_thoughts = ""
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for thought in thoughts:
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time.sleep(sleep_time)
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accumulated_thoughts += f"- {thought}\n\n"
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response.content = accumulated_thoughts.strip()
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yield response
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response.metadata["status"] = "done"
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response.metadata["duration"] = time.time() - start_time
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yield response
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time.sleep(5.0)
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response = [
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response,
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ChatMessage(
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content="Based on my thoughts and analysis above, my response is: This dummy repro shows how thoughts of a thinking LLM can be progressively shown before providing its final answer."
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)
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]
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yield response
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demo = gr.ChatInterface(
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simulate_thinking_chat,
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title="Thinking LLM Chat Interface 🤔",
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type="messages",
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)
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if __name__ == "__main__":
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demo.launch()
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