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Update app.py
Browse files
app.py
CHANGED
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@@ -17,10 +17,15 @@ MODELS = {
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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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if not hf_token:
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raise ValueError("
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if model_name in MODELS:
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model_id = MODELS[model_name]
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elif model_name == "Cohere Command R+":
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@@ -29,6 +34,7 @@ def get_client(model_name):
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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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@@ -37,9 +43,10 @@ def respond(
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temperature,
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top_p,
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system_message,
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):
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try:
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client = get_client(model_name)
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except ValueError as e:
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chat_history.append((message, str(e)))
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return chat_history
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@@ -85,6 +92,7 @@ def respond(
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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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@@ -92,10 +100,11 @@ def cohere_respond(
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max_tokens,
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temperature,
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top_p,
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):
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model_name = "Cohere Command R+"
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try:
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client = get_client(model_name)
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except ValueError as e:
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chat_history.append((message, str(e)))
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return chat_history
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@@ -109,8 +118,6 @@ def cohere_respond(
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messages.append({"role": "user", "content": message})
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response = ""
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try:
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# Cohere Command R+ 모델을 위한 비스트리밍 처리
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response_full = client.chat_completion(
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@@ -127,6 +134,7 @@ def cohere_respond(
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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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@@ -134,12 +142,18 @@ def chatgpt_respond(
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max_tokens,
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temperature,
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top_p,
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):
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return chat_history
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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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@@ -162,13 +176,28 @@ 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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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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with gr.Tab("일반 모델"):
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with gr.Row():
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with gr.Column(scale=1):
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@@ -196,8 +225,19 @@ with gr.Blocks() as demo:
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submit_button = gr.Button("전송")
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clear_button = gr.Button("대화 내역 지우기")
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-
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clear_button.click(clear_conversation, outputs=chatbot, queue=False)
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with gr.Tab("Cohere Command R+"):
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@@ -226,16 +266,18 @@ with gr.Blocks() as demo:
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cohere_submit_button = gr.Button("전송")
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cohere_clear_button = gr.Button("대화 내역 지우기")
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cohere_chatbot
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cohere_clear_button.click(clear_conversation, outputs=cohere_chatbot, queue=False)
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with gr.Tab("ChatGPT"):
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@@ -264,16 +306,18 @@ with gr.Blocks() as demo:
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chatgpt_submit_button = gr.Button("전송")
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chatgpt_clear_button = gr.Button("대화 내역 지우기")
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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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# 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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hf_token을 UI에서 입력받은 값으로 사용하도록 변경.
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"""
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if not hf_token:
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raise ValueError("HuggingFace API 토큰이 필요합니다.")
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if model_name in MODELS:
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model_id = MODELS[model_name]
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elif model_name == "Cohere Command R+":
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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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temperature,
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top_p,
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system_message,
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hf_token, # HF 토큰을 추가로 받음
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):
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try:
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client = get_client(model_name, hf_token)
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except ValueError as e:
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chat_history.append((message, str(e)))
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return chat_history
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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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max_tokens,
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temperature,
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top_p,
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hf_token, # HF 토큰 추가
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):
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model_name = "Cohere Command R+"
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try:
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client = get_client(model_name, hf_token)
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except ValueError as e:
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chat_history.append((message, str(e)))
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return chat_history
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messages.append({"role": "user", "content": message})
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try:
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# Cohere Command R+ 모델을 위한 비스트리밍 처리
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response_full = client.chat_completion(
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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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max_tokens,
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temperature,
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top_p,
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openai_token, # openai 토큰 추가
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):
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"""
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chatgpt용 응답. openai_token을 UI에서 입력받아 사용하도록 변경.
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"""
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if not openai_token:
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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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for human, assistant in chat_history:
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messages.append({"role": "user", "content": human})
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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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# --- 토큰 입력 UI 추가 ---
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with gr.Row():
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hf_token_box = gr.Textbox(
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label="HuggingFace 토큰 (비공개)",
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type="password",
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placeholder="HuggingFace API 토큰을 입력하세요..."
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)
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openai_token_box = gr.Textbox(
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label="OpenAI 토큰 (비공개)",
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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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with gr.Column(scale=1):
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submit_button = gr.Button("전송")
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clear_button = gr.Button("대화 내역 지우기")
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# respond 함수에 hf_token 인자를 전달하도록 수정
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inputs_for_normal = [
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msg,
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chatbot,
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model_name,
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max_tokens,
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temperature,
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top_p,
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system_message,
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hf_token_box
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]
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msg.submit(respond, inputs_for_normal, chatbot)
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submit_button.click(respond, inputs_for_normal, chatbot)
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clear_button.click(clear_conversation, outputs=chatbot, queue=False)
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with gr.Tab("Cohere Command R+"):
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cohere_submit_button = gr.Button("전송")
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cohere_clear_button = gr.Button("대화 내역 지우기")
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# cohere_respond 함수에 hf_token 인자를 전달하도록 수정
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inputs_for_cohere = [
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cohere_msg,
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cohere_chatbot,
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cohere_system_message,
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cohere_max_tokens,
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cohere_temperature,
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cohere_top_p,
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hf_token_box
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]
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cohere_msg.submit(cohere_respond, inputs_for_cohere, cohere_chatbot)
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cohere_submit_button.click(cohere_respond, inputs_for_cohere, cohere_chatbot)
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cohere_clear_button.click(clear_conversation, outputs=cohere_chatbot, queue=False)
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with gr.Tab("ChatGPT"):
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chatgpt_submit_button = gr.Button("전송")
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chatgpt_clear_button = gr.Button("대화 내역 지우기")
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# chatgpt_respond 함수에 openai_token 인자를 전달하도록 수정
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inputs_for_chatgpt = [
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chatgpt_msg,
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chatgpt_chatbot,
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chatgpt_system_message,
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chatgpt_max_tokens,
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chatgpt_temperature,
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chatgpt_top_p,
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openai_token_box
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]
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chatgpt_msg.submit(chatgpt_respond, inputs_for_chatgpt, chatgpt_chatbot)
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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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