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app.py
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import gradio as gr
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import os
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from groq import Groq
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# Initialize Groq client
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api_key = os.getenv("GROQ_API_KEY")
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client = Groq(api_key=api_key)
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# Initialize conversation history
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conversation_history = []
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def chat_with_bot_stream(user_input, temperature, top_p):
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global conversation_history
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conversation_history.append({"role": "user", "content": user_input})
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if len(conversation_history) == 1:
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conversation_history.insert(0, {
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"role": "system",
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"content": "You are an expert in storyboarding. Provide structured and insightful responses to queries about creating and refining storyboards."
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})
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completion = client.chat.completions.create(
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model="llama3-70b-8192",
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messages=conversation_history,
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temperature=temperature,
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top_p=top_p,
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max_tokens=1024,
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stream=True,
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stop=None,
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)
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response_content = ""
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for chunk in completion:
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text_chunk = chunk.choices[0].delta.content or ""
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response_content += text_chunk
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yield [(msg["content"] if msg["role"] == "user" else None,
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msg["content"] if msg["role"] == "assistant" else None)
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for msg in conversation_history] + [(user_input, response_content)]
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conversation_history.append({"role": "assistant", "content": response_content})
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# Function to generate a storyboard
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def generate_storyboard(scenario, temperature, top_p):
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if not scenario.strip():
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return "Please provide a scenario to generate the storyboard."
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messages = [
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{"role": "system", "content": "You are an AI storyteller. Generate a storyboard in a structured table with six scenes."},
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{"role": "user", "content": f"Generate a 6-scene storyboard for: {scenario}"}
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]
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completion = client.chat.completions.create(
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model="llama3-70b-8192",
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messages=messages,
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temperature=temperature,
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top_p=top_p,
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max_tokens=1024,
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stream=False,
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stop=None,
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)
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return completion.choices[0].message.content
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TITLE = """
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<style>
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h1 { text-align: center; font-size: 24px; margin-bottom: 10px; }
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</style>
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<h1>📖 Storyboard Assistant</h1>
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"""
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example_scenarios = [
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"A futuristic cityscape under AI governance.",
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"A detective solving a mystery in a cyberpunk world.",
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"A young explorer discovering an ancient civilization.",
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"A spaceship crew encountering an unknown planet.",
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"A medieval knight navigating political intrigue."
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]
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example_questions = [
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"How do I create a compelling storyboard?",
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"What are the key elements of a good visual story?",
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"How can AI help with storyboarding?",
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"What are common mistakes in storyboarding?",
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"How do I structure a scene effectively?"
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]
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temperature_component = gr.Slider(
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minimum=0,
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maximum=1,
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value=1,
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step=0.01,
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label="Temperature",
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info="Controls randomness. Lower values make responses more deterministic."
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)
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top_p_component = gr.Slider(
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minimum=0,
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maximum=1,
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value=1,
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step=0.01,
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label="Top-P Sampling",
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info="Limits token selection to tokens with a cumulative probability up to P."
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)
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with gr.Blocks(theme=gr.themes.Glass(primary_hue="violet", secondary_hue="emerald", neutral_hue="stone")) as demo:
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with gr.Tabs():
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with gr.TabItem("💬Chat"):
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gr.HTML(TITLE)
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chatbot = gr.Chatbot(label="Storyboard Chatbot", type="messages")
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with gr.Row():
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user_input = gr.Textbox(
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label="Your Message",
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placeholder="Type your question here...",
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lines=1
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)
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send_button = gr.Button("✋Ask Question")
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with gr.Accordion("🛠️ Customize Chatbot", open=False):
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gr.Row([temperature_component, top_p_component])
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with gr.Accordion("🧪 Example Questions", open=False):
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example_radio = gr.Radio(
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choices=example_questions,
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label="Example Queries",
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info="Select an example question or enter your own."
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)
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example_radio.change(
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fn=lambda q: q if q else "No question selected.",
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inputs=[example_radio],
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outputs=[user_input]
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)
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# Chatbot functionality
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send_button.click(
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fn=chat_with_bot_stream,
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inputs=[user_input, temperature_component, top_p_component],
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outputs=chatbot,
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queue=True
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).then(
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fn=lambda: "",
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inputs=None,
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outputs=user_input
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)
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with gr.TabItem("📖 Generate Storyboard"):
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gr.Markdown("## Generate a Storyboard")
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scenario_input = gr.Textbox(label="Enter your scenario")
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example_radio = gr.Radio(
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choices=example_scenarios,
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label="Example Scenarios",
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info="Select an example scenario or enter your own."
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)
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generate_btn = gr.Button("Generate Storyboard")
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storyboard_output = gr.Textbox(label="Generated Storyboard", interactive=False)
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with gr.Accordion("🛠️ Customize Storyboard", open=False):
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gr.Row([temperature_component, top_p_component])
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generate_btn.click(
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generate_storyboard,
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inputs=[scenario_input, temperature_component, top_p_component],
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outputs=storyboard_output
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)
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example_radio.change(
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fn=lambda scenario: scenario if scenario else "No scenario selected.",
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inputs=[example_radio],
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outputs=[scenario_input]
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)
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demo.launch()
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