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import gradio as gr
import os
import requests
import json

def create_deepseek_interface():
    # ์ฑ„ํŒ… ๊ธฐ๋ก ์ƒํƒœ๋ฅผ ์ €์žฅํ•  State ๊ฐ์ฒด
    def query_deepseek(message, history, api_key):
        if not api_key:
            return history, "Fireworks AI API ํ‚ค๋ฅผ ์ž…๋ ฅํ•ด์ฃผ์„ธ์š”"
        
        # API ์š”์ฒญ์„ ์œ„ํ•œ ๋Œ€ํ™” ๊ธฐ๋ก ์ค€๋น„
        messages = []
        for user, assistant in history:
            messages.append({"role": "user", "content": user})
            messages.append({"role": "assistant", "content": assistant})
        
        # ์ƒˆ ์‚ฌ์šฉ์ž ๋ฉ”์‹œ์ง€ ์ถ”๊ฐ€
        messages.append({"role": "user", "content": message})
        
        # API ์š”์ฒญ ์ค€๋น„
        url = "https://api.fireworks.ai/inference/v1/chat/completions"
        payload = {
            "model": "accounts/fireworks/models/deepseek-v3-0324",
            "max_tokens": 20480,
            "top_p": 1,
            "top_k": 40,
            "presence_penalty": 0,
            "frequency_penalty": 0,
            "temperature": 0.6,
            "messages": messages
        }
        headers = {
            "Accept": "application/json",
            "Content-Type": "application/json",
            "Authorization": f"Bearer {api_key}"
        }
        
        try:
            # API ์š”์ฒญ ์ „์†ก
            response = requests.request("POST", url, headers=headers, data=json.dumps(payload))
            response.raise_for_status()  # HTTP ์˜ค๋ฅ˜ ๋ฐœ์ƒ ์‹œ ์˜ˆ์™ธ ๋ฐœ์ƒ
            
            # ์‘๋‹ต ์ถ”์ถœ
            result = response.json()
            assistant_response = result.get("choices", [{}])[0].get("message", {}).get("content", "")
            
            # ๋Œ€ํ™” ๊ธฐ๋ก ์—…๋ฐ์ดํŠธ (Gradio chatbot ํ˜•์‹์œผ๋กœ)
            history.append((message, assistant_response))
            return history, ""
        except requests.exceptions.RequestException as e:
            error_msg = f"API ์˜ค๋ฅ˜: {str(e)}"
            if hasattr(e, 'response') and e.response and e.response.status_code == 401:
                error_msg = "์ธ์ฆ ์‹คํŒจ. API ํ‚ค๋ฅผ ํ™•์ธํ•ด์ฃผ์„ธ์š”."
            return history, error_msg
    
    # Gradio ์ธํ„ฐํŽ˜์ด์Šค ์ƒ์„ฑ
    with gr.Blocks(theme="soft", fill_height=True) as demo:
        # ํ—ค๋” ์„น์…˜
        gr.Markdown(
            """
            # ๐Ÿค– DeepSeek V3 ์ถ”๋ก  ์ธํ„ฐํŽ˜์ด์Šค
            ### Fireworks AI๊ฐ€ ์ œ๊ณตํ•˜๋Š” ๊ณ ๊ธ‰ AI ๋ชจ๋ธ
            """
        )
        
        # ๋ฉ”์ธ ๋ ˆ์ด์•„์›ƒ (๋‘ ๊ฐœ์˜ ์—ด)
        with gr.Row():
            # ์‚ฌ์ด๋“œ๋ฐ” - ๋ชจ๋ธ ์ •๋ณด ๋ฐ API ํ‚ค
            with gr.Column(scale=1):
                gr.Markdown(
                    """
                    ## ๐Ÿ”‘ ์ ‘๊ทผ ์ œ์–ด
                    ### ์ถ”๋ก  ์ œ๊ณต์ž
                    ์ด ์ธํ„ฐํŽ˜์ด์Šค๋Š” Fireworks AI API๋ฅผ ํ†ตํ•ด ์ œ๊ณต๋˜๋Š” DeepSeek-V3 ๋ชจ๋ธ์— ์—ฐ๊ฒฐ๋ฉ๋‹ˆ๋‹ค.
                    
                    #### ์ธ์ฆ
                    - ์•„๋ž˜์— Fireworks AI API ํ‚ค๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”
                    - ์—”๋“œ-ํˆฌ-์—”๋“œ ์•”ํ˜ธํ™”๋กœ ์•ˆ์ „ํ•œ API ์ ‘๊ทผ
                    """
                )
                
                # API ํ‚ค ์ž…๋ ฅ
                api_key = gr.Textbox(
                    label="Fireworks AI API ํ‚ค",
                    placeholder="API ํ‚ค๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”...",
                    type="password"
                )
                
                # ๋ชจ๋ธ ์„ธ๋ถ€ ์ •๋ณด ์„น์…˜
                gr.Markdown(
                    """
                    ### ๐Ÿ“Š ๋ชจ๋ธ ์„ธ๋ถ€ ์ •๋ณด
                    - **๋ชจ๋ธ**: DeepSeek-V3-0324
                    - **์ œ๊ณต์ž**: Fireworks AI
                    - **์ตœ๋Œ€ ํ† ํฐ**: 20,480
                    - **์˜จ๋„**: 0.6
                    - **๊ธฐ๋Šฅ**: ๊ณ ๊ธ‰ ์–ธ์–ด ์ดํ•ด
                    """
                )
                
                # ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€ ํ‘œ์‹œ
                error_box = gr.Markdown("")
            
            # ๋ฉ”์ธ ์ฝ˜ํ…์ธ  ์˜์—ญ
            with gr.Column(scale=2):
                # ์ฑ„ํŒ… ์ธํ„ฐํŽ˜์ด์Šค
                chatbot = gr.Chatbot(
                    height=500,
                    show_label=False,
                    container=True
                )
                
                # ์ž…๋ ฅ ์˜์—ญ
                with gr.Row():
                    msg = gr.Textbox(
                        label="๋ฉ”์‹œ์ง€",
                        placeholder="์—ฌ๊ธฐ์— ํ”„๋กฌํ”„ํŠธ๋ฅผ ์ž…๋ ฅํ•˜์„ธ์š”...",
                        show_label=False,
                        scale=9
                    )
                    submit = gr.Button("์ „์†ก", variant="primary", scale=1)
                
                # ๋Œ€ํ™” ์ดˆ๊ธฐํ™” ๋ฒ„ํŠผ
                with gr.Row():
                    clear = gr.ClearButton([msg, chatbot], value="๐Ÿงน ๋Œ€ํ™” ์ดˆ๊ธฐํ™”")
                    
                # ์˜ˆ์ œ ์ฟผ๋ฆฌ
                gr.Examples(
                    examples=[
                        "๋”ฅ๋Ÿฌ๋‹์—์„œ ํŠธ๋žœ์Šคํฌ๋จธ์™€ RNN์˜ ์ฐจ์ด์ ์„ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”.",
                        "ํŠน์ • ๋ฒ”์œ„ ๋‚ด์˜ ์†Œ์ˆ˜๋ฅผ ์ฐพ๋Š” ํŒŒ์ด์ฌ ํ•จ์ˆ˜๋ฅผ ์ž‘์„ฑํ•ด์ฃผ์„ธ์š”.",
                        "๊ฐ•ํ™”ํ•™์Šต์˜ ์ฃผ์š” ๊ฐœ๋…์„ ์š”์•ฝํ•ด์ฃผ์„ธ์š”."
                    ],
                    inputs=msg
                )
        
        # ํผ ์ œ์ถœ ์ฒ˜๋ฆฌ
        def process_query(message, history, api_key):
            if not message.strip():
                return history, ""
            
            updated_history, error = query_deepseek(message, history, api_key)
            
            if error:
                return history, f"**์˜ค๋ฅ˜:** {error}"
            else:
                return updated_history, ""
        
        # ๋ฒ„ํŠผ๊ณผ ๊ธฐ๋Šฅ ์—ฐ๊ฒฐ
        submit.click(
            process_query,
            inputs=[msg, chatbot, api_key],
            outputs=[chatbot, error_box]
        ).then(
            lambda: "",
            None,
            [msg]
        )
        
        # Enter ํ‚ค ์ œ์ถœ ํ—ˆ์šฉ
        msg.submit(
            process_query,
            inputs=[msg, chatbot, api_key],
            outputs=[chatbot, error_box]
        ).then(
            lambda: "",
            None,
            [msg]
        )
        
    return demo

# ์ธํ„ฐํŽ˜์ด์Šค ์‹คํ–‰
if __name__ == "__main__":
    demo = create_deepseek_interface()
    demo.launch(debug=True)