Update app.py
Browse files
app.py
CHANGED
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@@ -25,8 +25,10 @@ def preprocess_image(image: Image.Image) -> Image.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 user(text_prompt: str, chatbot
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-
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def bot(
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google_key: str,
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@@ -36,24 +38,22 @@ def bot(
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stop_sequences: str,
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top_k: int,
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top_p: float,
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chatbot: List[
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):
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google_key = google_key or GOOGLE_API_KEY
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if not google_key:
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raise ValueError("GOOGLE_API_KEY is not set. Please set it up.")
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text_prompt = chatbot[-
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# Handle cases for text and/or image input
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if not text_prompt and not image_prompt:
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chatbot[-1][
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yield chatbot
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return
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elif image_prompt and not text_prompt:
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# If only an image is provided
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text_prompt = "Describe the image"
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elif image_prompt and text_prompt:
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# If both text and image are provided, combine them
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text_prompt = f"{text_prompt}. Also, analyze the provided image."
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# Configure the model
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@@ -66,23 +66,20 @@ def bot(
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top_p=top_p,
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)
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# Prepare inputs
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inputs = [text_prompt] if image_prompt is None else [text_prompt, preprocess_image(image_prompt)]
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# Generate response
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try:
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response = model.generate_content(inputs, stream=True, generation_config=generation_config)
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response.resolve()
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except Exception as e:
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chatbot[-1][
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yield chatbot
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return
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-
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chatbot[-1][1] = ""
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for chunk in response:
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for i in range(0, len(chunk.text), 10):
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chatbot[-1][
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time.sleep(0.01)
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yield chatbot
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# Components
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@@ -94,7 +91,7 @@ google_key_component = gr.Textbox(
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)
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image_prompt_component = gr.Image(type="pil", label="Input Image (Optional: Figure/Graph)")
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chatbot_component = gr.Chatbot(label="Chatbot"
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text_prompt_component = gr.Textbox(
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placeholder="Type your question here...",
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label="Ask",
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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 user(text_prompt: str, chatbot):
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if chatbot is None:
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chatbot = []
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return "", chatbot + [{"role": "user", "content": text_prompt}, {"role": "assistant", "content": ""}]
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def bot(
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google_key: str,
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stop_sequences: str,
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top_k: int,
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top_p: float,
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chatbot: List[dict]
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):
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google_key = google_key or GOOGLE_API_KEY
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if not google_key:
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raise ValueError("GOOGLE_API_KEY is not set. Please set it up.")
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text_prompt = chatbot[-2]["content"].strip() if len(chatbot) >= 2 and chatbot[-2]["content"] else None
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# Handle cases for text and/or image input
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if not text_prompt and not image_prompt:
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chatbot[-1]["content"] = "Prompt cannot be empty. Please provide input text or an image."
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yield chatbot
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return
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elif image_prompt and not text_prompt:
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text_prompt = "Describe the image"
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elif image_prompt and text_prompt:
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text_prompt = f"{text_prompt}. Also, analyze the provided image."
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# Configure the model
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top_p=top_p,
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)
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inputs = [text_prompt] if image_prompt is None else [text_prompt, preprocess_image(image_prompt)]
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try:
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response = model.generate_content(inputs, stream=True, generation_config=generation_config)
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response.resolve()
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except Exception as e:
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chatbot[-1]["content"] = f"Error occurred: {str(e)}"
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yield chatbot
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return
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chatbot[-1]["content"] = ""
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for chunk in response:
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for i in range(0, len(chunk.text), 10):
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chatbot[-1]["content"] += chunk.text[i:i + 10]
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time.sleep(0.01)
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yield chatbot
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# Components
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)
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image_prompt_component = gr.Image(type="pil", label="Input Image (Optional: Figure/Graph)")
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chatbot_component = gr.Chatbot(label="Chatbot")
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text_prompt_component = gr.Textbox(
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placeholder="Type your question here...",
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label="Ask",
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