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Update app.py
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app.py
CHANGED
@@ -1,6 +1,7 @@
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import gradio as gr
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from huggingface_hub import InferenceClient
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import openai
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import os
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# 제거할 모델들을 MODELS 사전에서 제외
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@@ -11,13 +12,13 @@ MODELS = {
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"Microsoft": "microsoft/Phi-3-mini-4k-instruct",
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"Mixtral 8x7B": "mistralai/Mistral-7B-Instruct-v0.3",
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"Mixtral Nous-Hermes": "NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO",
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"Aya-23-35B": "CohereForAI/aya-23-35B"
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}
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# Cohere Command R+ 모델 ID 정의
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COHERE_MODEL = "CohereForAI/c4ai-command-r-plus-08-2024"
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-
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def get_client(model_name, hf_token):
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"""
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모델 이름에 맞춰 InferenceClient 생성.
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@@ -34,7 +35,6 @@ def get_client(model_name, hf_token):
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raise ValueError("유효하지 않은 모델 이름입니다.")
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return InferenceClient(model_id, token=hf_token)
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-
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def respond(
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message,
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chat_history,
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@@ -92,7 +92,6 @@ def respond(
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chat_history.append((message, error_message))
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yield chat_history
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-
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def cohere_respond(
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message,
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chat_history,
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@@ -134,7 +133,6 @@ def cohere_respond(
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chat_history.append((message, error_message))
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return chat_history
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-
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def chatgpt_respond(
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message,
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chat_history,
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@@ -151,7 +149,6 @@ def chatgpt_respond(
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chat_history.append((message, "OpenAI API 토큰이 필요합니다."))
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return chat_history
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-
# openai.api_key = os.getenv("OPENAI_API_KEY") # 기존 코드 주석
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openai.api_key = openai_token # UI에서 받은 토큰 사용
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messages = [{"role": "system", "content": system_message}]
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@@ -176,11 +173,91 @@ def chatgpt_respond(
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chat_history.append((message, error_message))
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return chat_history
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def clear_conversation():
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return []
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-
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with gr.Blocks() as demo:
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gr.Markdown("# Prompting AI Chatbot")
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gr.Markdown("언어모델별 프롬프트 테스트 챗봇입니다.")
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@@ -197,6 +274,16 @@ with gr.Blocks() as demo:
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type="password",
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placeholder="OpenAI API 토큰을 입력하세요..."
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)
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with gr.Tab("일반 모델"):
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with gr.Row():
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@@ -320,5 +407,85 @@ with gr.Blocks() as demo:
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chatgpt_submit_button.click(chatgpt_respond, inputs_for_chatgpt, chatgpt_chatbot)
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chatgpt_clear_button.click(clear_conversation, outputs=chatgpt_chatbot, queue=False)
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from huggingface_hub import InferenceClient
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import openai
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import anthropic
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import os
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# 제거할 모델들을 MODELS 사전에서 제외
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"Microsoft": "microsoft/Phi-3-mini-4k-instruct",
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"Mixtral 8x7B": "mistralai/Mistral-7B-Instruct-v0.3",
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"Mixtral Nous-Hermes": "NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO",
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"Aya-23-35B": "CohereForAI/aya-23-35B",
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"DeepSeek-V3": "deepseek/deepseek-chat"
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}
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# Cohere Command R+ 모델 ID 정의
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COHERE_MODEL = "CohereForAI/c4ai-command-r-plus-08-2024"
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def get_client(model_name, hf_token):
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"""
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모델 이름에 맞춰 InferenceClient 생성.
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raise ValueError("유효하지 않은 모델 이름입니다.")
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return InferenceClient(model_id, token=hf_token)
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def respond(
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message,
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chat_history,
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chat_history.append((message, error_message))
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yield chat_history
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def cohere_respond(
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message,
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chat_history,
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chat_history.append((message, error_message))
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return chat_history
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def chatgpt_respond(
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message,
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chat_history,
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chat_history.append((message, "OpenAI API 토큰이 필요합니다."))
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return chat_history
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openai.api_key = openai_token # UI에서 받은 토큰 사용
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messages = [{"role": "system", "content": system_message}]
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chat_history.append((message, error_message))
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return chat_history
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def claude_respond(
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message,
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chat_history,
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system_message,
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max_tokens,
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temperature,
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top_p,
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claude_token, # Claude 토큰 추가
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):
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"""
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Claude용 응답. claude_token을 UI에서 입력받아 사용하도록 변경.
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"""
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if not claude_token:
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chat_history.append((message, "Claude API 토큰이 필요합니다."))
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return chat_history
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try:
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client = anthropic.Anthropic(api_key=claude_token)
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# 메시지 생성
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response = client.messages.create(
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model="claude-3-haiku-20240307",
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max_tokens=max_tokens,
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temperature=temperature,
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system=system_message,
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messages=[
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{
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"role": "user",
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"content": message
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}
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]
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)
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assistant_message = response.content[0].text
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chat_history.append((message, assistant_message))
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return chat_history
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except Exception as e:
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error_message = f"오류가 발생했습니다: {str(e)}"
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chat_history.append((message, error_message))
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return chat_history
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def deepseek_respond(
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message,
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chat_history,
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system_message,
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max_tokens,
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temperature,
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top_p,
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deepseek_token, # DeepSeek 토큰 추가
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):
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"""
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DeepSeek용 응답. deepseek_token을 UI에서 입력받아 사용하도록 변경.
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"""
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if not deepseek_token:
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chat_history.append((message, "DeepSeek API 토큰이 필요합니다."))
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return chat_history
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openai.api_key = deepseek_token
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openai.api_base = "https://api.deepseek.com/v1"
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messages = [{"role": "system", "content": system_message}]
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for human, assistant in chat_history:
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messages.append({"role": "user", "content": human})
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messages.append({"role": "assistant", "content": assistant})
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messages.append({"role": "user", "content": message})
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try:
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response = openai.ChatCompletion.create(
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model="deepseek-chat",
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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)
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assistant_message = response.choices[0].message['content']
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chat_history.append((message, assistant_message))
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return chat_history
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except Exception as e:
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error_message = f"오류가 발생했습니다: {str(e)}"
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chat_history.append((message, error_message))
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return chat_history
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def clear_conversation():
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return []
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with gr.Blocks() as demo:
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gr.Markdown("# Prompting AI Chatbot")
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gr.Markdown("언어모델별 프롬프트 테스트 챗봇입니다.")
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type="password",
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placeholder="OpenAI API 토큰을 입력하세요..."
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)
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claude_token_box = gr.Textbox(
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label="Claude 토큰 (비공개)",
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type="password",
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placeholder="Claude API 토큰을 입력하세요..."
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)
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deepseek_token_box = gr.Textbox(
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label="DeepSeek 토큰 (비공개)",
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type="password",
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placeholder="DeepSeek API 토큰을 입력하세요..."
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)
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with gr.Tab("일반 모델"):
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with gr.Row():
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chatgpt_submit_button.click(chatgpt_respond, inputs_for_chatgpt, chatgpt_chatbot)
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chatgpt_clear_button.click(clear_conversation, outputs=chatgpt_chatbot, queue=False)
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with gr.Tab("Claude"):
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with gr.Row():
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claude_system_message = gr.Textbox(
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value="""반드시 한글로 답변할 것.
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너는 Anthropic에서 개발한 클로드이다.
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최대한 정확하고 친절하게 답변하라.
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""",
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label="System Message",
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lines=3
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)
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claude_max_tokens = gr.Slider(minimum=1, maximum=4096, value=1024, step=1, label="Max Tokens")
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claude_temperature = gr.Slider(minimum=0.1, maximum=2.0, value=0.7, step=0.05, label="Temperature")
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claude_top_p = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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value=0.95,
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step=0.05,
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label="Top-P",
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)
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claude_chatbot = gr.Chatbot(height=600)
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claude_msg = gr.Textbox(label="메세지를 입력하세요")
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with gr.Row():
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claude_submit_button = gr.Button("전송")
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claude_clear_button = gr.Button("대화 내역 지우기")
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# claude_respond 함수에 claude_token 인자를 전달하도록 수정
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inputs_for_claude = [
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claude_msg,
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claude_chatbot,
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claude_system_message,
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claude_max_tokens,
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claude_temperature,
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claude_top_p,
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claude_token_box
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]
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claude_msg.submit(claude_respond, inputs_for_claude, claude_chatbot)
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claude_submit_button.click(claude_respond, inputs_for_claude, claude_chatbot)
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claude_clear_button.click(clear_conversation, outputs=claude_chatbot, queue=False)
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with gr.Tab("DeepSeek"):
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with gr.Row():
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deepseek_system_message = gr.Textbox(
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value="""반드시 한글로 답변할 것.
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너는 DeepSeek-V3, 최고의 언어 모델이다.
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내가 요구하는 것을 최대한 자세하고 정확하게 답변하라.
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""",
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label="System Message",
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lines=3
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)
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deepseek_max_tokens = gr.Slider(minimum=1, maximum=4096, value=1024, step=1, label="Max Tokens")
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deepseek_temperature = gr.Slider(minimum=0.1, maximum=2.0, value=0.7, step=0.05, label="Temperature")
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deepseek_top_p = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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value=0.95,
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step=0.05,
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label="Top-P",
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)
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deepseek_chatbot = gr.Chatbot(height=600)
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deepseek_msg = gr.Textbox(label="메세지를 입력하세요")
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with gr.Row():
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deepseek_submit_button = gr.Button("전송")
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deepseek_clear_button = gr.Button("대화 내역 지우기")
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# deepseek_respond 함수에 deepseek_token 인자를 전달하도록 수정
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inputs_for_deepseek = [
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deepseek_msg,
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deepseek_chatbot,
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deepseek_system_message,
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deepseek_max_tokens,
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deepseek_temperature,
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deepseek_top_p,
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deepseek_token_box
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]
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deepseek_msg.submit(deepseek_respond, inputs_for_deepseek, deepseek_chatbot)
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deepseek_submit_button.click(deepseek_respond, inputs_for_deepseek, deepseek_chatbot)
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deepseek_clear_button.click(clear_conversation, outputs=deepseek_chatbot, queue=False)
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if __name__ == "__main__":
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demo.launch()
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