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Delete app.py

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  1. app.py +0 -118
app.py DELETED
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- import os
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- import time
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- from typing import List, Tuple, Optional
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-
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- import google.generativeai as genai
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- import gradio as gr
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- from PIL import Image
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-
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- print("google-generativeai:", genai.__version__)
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-
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- GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY")
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-
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- TITLE = """<h1 align="center">🕹️ Google Gemini Chatbot 🔥</h1>"""
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- SUBTITLE = """<h2 align="center">🎨Create with Multimodal Gemini</h2>"""
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- DUPLICATE = """
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- <div style="text-align: center; display: flex; justify-content: center; align-items: center;">
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- <a href="https://huggingface.co/spaces/Rahatara/build_with_gemini/blob/main/allgemapp.py?duplicate=true">
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- <img src="https://bit.ly/3gLdBN6" alt="Duplicate Space" style="margin-right: 10px;">
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- </a>
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- <span>Duplicate the Space and run securely with your
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- <a href="https://makersuite.google.com/app/apikey">GOOGLE API KEY</a>.
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- </span>
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- </div>
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- """
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-
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- IMAGE_WIDTH = 512
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-
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- def preprocess_stop_sequences(stop_sequences: str) -> Optional[List[str]]:
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- return [seq.strip() for seq in stop_sequences.split(",")] if stop_sequences else None
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-
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- 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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-
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- def user(text_prompt: str, chatbot: List[Tuple[str, str]]):
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- return "", chatbot + [[text_prompt, None]]
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-
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- def bot(
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- google_key: str,
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- image_prompt: Optional[Image.Image],
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- temperature: float,
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- max_output_tokens: int,
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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[Tuple[str, str]]
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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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-
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- text_prompt = chatbot[-1][0]
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- genai.configure(api_key=google_key)
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- generation_config = genai.types.GenerationConfig(
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- temperature=temperature,
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- max_output_tokens=max_output_tokens,
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- stop_sequences=preprocess_stop_sequences(stop_sequences),
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- top_k=top_k,
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- top_p=top_p,
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- #instructions = "You are an expert stylist"
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- )
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-
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- model_name = "gemini-1.5-pro-latest"
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- model = genai.GenerativeModel(model_name)
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- inputs = [text_prompt] if image_prompt is None else [text_prompt, preprocess_image(image_prompt)]
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-
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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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-
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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][1] += chunk.text[i:i + 10]
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- time.sleep(0.01)
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- yield chatbot
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-
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- google_key_component = gr.Textbox(
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- label="GOOGLE API KEY",
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- type="password",
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- placeholder="...",
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- visible=GOOGLE_API_KEY is None
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- )
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-
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- image_prompt_component = gr.Image(type="pil", label="Image")
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- chatbot_component = gr.Chatbot(label='Gemini', bubble_full_width=False)
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- text_prompt_component = gr.Textbox(placeholder="Hi there!", label="Ask me anything and press Enter")
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- run_button_component = gr.Button("Run")
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- temperature_component = gr.Slider(minimum=0, maximum=1.0, value=0.4, step=0.05, label="Temperature")
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- max_output_tokens_component = gr.Slider(minimum=1, maximum=2048, value=1024, step=1, label="Token limit")
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- stop_sequences_component = gr.Textbox(label="Add stop sequence", placeholder="STOP, END")
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- top_k_component = gr.Slider(minimum=1, maximum=40, value=32, step=1, label="Top-K")
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- top_p_component = gr.Slider(minimum=0, maximum=1, value=1, step=0.01, label="Top-P")
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-
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- user_inputs = [text_prompt_component, chatbot_component]
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- bot_inputs = [google_key_component, image_prompt_component, temperature_component, max_output_tokens_component, stop_sequences_component, top_k_component, top_p_component, chatbot_component]
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-
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- with gr.Blocks() as demo:
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- gr.HTML(TITLE)
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- gr.HTML(SUBTITLE)
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- gr.HTML(DUPLICATE)
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- with gr.Column():
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- google_key_component.render()
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- with gr.Row():
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- image_prompt_component.render()
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- chatbot_component.render()
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- text_prompt_component.render()
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- run_button_component.render()
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- with gr.Accordion("Parameters", open=False):
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- temperature_component.render()
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- max_output_tokens_component.render()
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- stop_sequences_component.render()
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- with gr.Accordion("Advanced", open=False):
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- top_k_component.render()
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- top_p_component.render()
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-
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- run_button_component.click(fn=user, inputs=user_inputs, outputs=[text_prompt_component, chatbot_component], queue=False).then(fn=bot, inputs=bot_inputs, outputs=[chatbot_component])
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- text_prompt_component.submit(fn=user, inputs=user_inputs, outputs=[text_prompt_component, chatbot_component], queue=False).then(fn=bot, inputs=bot_inputs, outputs=[chatbot_component])
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- demo.launch()