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Update app.py
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app.py
CHANGED
@@ -23,39 +23,15 @@ GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
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if not GOOGLE_API_KEY:
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raise ValueError("GOOGLE_API_KEY is not set in environment variables.")
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IMAGE_CACHE_DIRECTORY = "/tmp"
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IMAGE_WIDTH = 512
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CHAT_HISTORY = List[Tuple[Optional[Union[Tuple[str], str]], Optional[str]]]
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def preprocess_image(image: Image.Image) -> Optional[Image.Image]:
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if image:
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image_height = int(image.height * IMAGE_WIDTH / image.width)
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return image.resize((IMAGE_WIDTH, image_height))
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def cache_pil_image(image: Image.Image) -> str:
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image_filename = f"{uuid.uuid4()}.jpeg"
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os.makedirs(IMAGE_CACHE_DIRECTORY, exist_ok=True)
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image_path = os.path.join(IMAGE_CACHE_DIRECTORY, image_filename)
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image.save(image_path, "JPEG")
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return image_path
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def upload(files: Optional[List[str]], chatbot: CHAT_HISTORY) -> CHAT_HISTORY:
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for file in files:
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image = Image.open(file).convert('RGB')
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image_preview = preprocess_image(image)
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if image_preview:
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gr.Image(image_preview).render()
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image_path = cache_pil_image(image)
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chatbot.append(((image_path,), None))
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return chatbot
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def user(text_prompt: str, chatbot: CHAT_HISTORY):
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if text_prompt:
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chatbot.append((text_prompt, None))
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return "", chatbot
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def bot(
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files: Optional[List[str]],
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model_choice: str,
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system_instruction: Optional[str], # Sistema de instrucciones opcional
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chatbot: CHAT_HISTORY
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@@ -76,15 +52,14 @@ def bot(
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system_instruction = "1" # O puedes poner un valor predeterminado como "No system instruction provided."
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text_prompt = [chatbot[-1][0]] if chatbot and chatbot[-1][0] and isinstance(chatbot[-1][0], str) else []
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image_prompt = [preprocess_image(Image.open(file).convert('RGB')) for file in files] if files else []
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model = genai.GenerativeModel(
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model_name=model_choice,
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generation_config=generation_config,
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system_instruction=system_instruction
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)
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response = model.generate_content(text_prompt
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chatbot[-1][1] = ""
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for chunk in response:
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@@ -104,7 +79,6 @@ system_instruction_component = gr.Textbox(
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# Definir los componentes de entrada y salida
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chatbot_component = gr.Chatbot(label='Gemini', bubble_full_width=False, scale=2, height=300)
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text_prompt_component = gr.Textbox(placeholder="Message...", show_label=False, autofocus=True, scale=8)
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upload_button_component = gr.UploadButton(label="Upload Images", file_count="multiple", file_types=["image"], scale=1)
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run_button_component = gr.Button(value="Run", variant="primary", scale=1)
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model_choice_component = gr.Dropdown(
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choices=["gemini-1.5-flash", "gemini-2.0-flash-exp", "gemini-1.5-pro"],
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@@ -114,7 +88,7 @@ model_choice_component = gr.Dropdown(
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)
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user_inputs = [text_prompt_component, chatbot_component]
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bot_inputs = [
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# Definir la interfaz de usuario
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with gr.Blocks() as demo:
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@@ -126,7 +100,6 @@ with gr.Blocks() as demo:
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chatbot_component.render()
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with gr.Row():
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text_prompt_component.render()
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upload_button_component.render()
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run_button_component.render()
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# Crear el acorde贸n para la instrucci贸n del sistema al final
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@@ -151,12 +124,5 @@ with gr.Blocks() as demo:
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fn=bot, inputs=bot_inputs, outputs=[chatbot_component],
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)
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upload_button_component.upload(
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fn=upload,
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inputs=[upload_button_component, chatbot_component],
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outputs=[chatbot_component],
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queue=False
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)
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# Lanzar la aplicaci贸n
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demo.queue(max_size=99).launch(debug=False, show_error=True)
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if not GOOGLE_API_KEY:
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raise ValueError("GOOGLE_API_KEY is not set in environment variables.")
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IMAGE_WIDTH = 512
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CHAT_HISTORY = List[Tuple[Optional[Union[Tuple[str], str]], Optional[str]]]
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def user(text_prompt: str, chatbot: CHAT_HISTORY):
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if text_prompt:
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chatbot.append((text_prompt, None))
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return "", chatbot
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def bot(
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model_choice: str,
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system_instruction: Optional[str], # Sistema de instrucciones opcional
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chatbot: CHAT_HISTORY
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system_instruction = "1" # O puedes poner un valor predeterminado como "No system instruction provided."
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text_prompt = [chatbot[-1][0]] if chatbot and chatbot[-1][0] and isinstance(chatbot[-1][0], str) else []
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model = genai.GenerativeModel(
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model_name=model_choice,
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generation_config=generation_config,
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system_instruction=system_instruction
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)
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response = model.generate_content(text_prompt, stream=True, generation_config=generation_config)
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chatbot[-1][1] = ""
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for chunk in response:
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# Definir los componentes de entrada y salida
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chatbot_component = gr.Chatbot(label='Gemini', bubble_full_width=False, scale=2, height=300)
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text_prompt_component = gr.Textbox(placeholder="Message...", show_label=False, autofocus=True, scale=8)
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run_button_component = gr.Button(value="Run", variant="primary", scale=1)
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model_choice_component = gr.Dropdown(
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choices=["gemini-1.5-flash", "gemini-2.0-flash-exp", "gemini-1.5-pro"],
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)
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user_inputs = [text_prompt_component, chatbot_component]
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bot_inputs = [model_choice_component, system_instruction_component, chatbot_component]
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# Definir la interfaz de usuario
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with gr.Blocks() as demo:
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chatbot_component.render()
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with gr.Row():
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text_prompt_component.render()
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run_button_component.render()
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# Crear el acorde贸n para la instrucci贸n del sistema al final
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fn=bot, inputs=bot_inputs, outputs=[chatbot_component],
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)
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# Lanzar la aplicaci贸n
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demo.queue(max_size=99).launch(debug=False, show_error=True)
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