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app.py

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+import gradio as gr
+from huggingface_hub import hf_hub_download
+from llama_cpp import Llama
+import os
+
+# Model configuration
+MODEL_REPO = "tiiuae/Falcon3-1B-Instruct-GGUF"
+MODEL_FILE = "falcon3-1b-instruct-q4_k_m.gguf"
+
+# Download and load model
+print("Downloading model...")
+model_path = hf_hub_download(
+    repo_id=MODEL_REPO,
+    filename=MODEL_FILE,
+    cache_dir="./models"
+)
+
+print("Loading model...")
+llm = Llama(
+    model_path=model_path,
+    n_ctx=2048,
+    n_threads=4,
+    n_gpu_layers=0  # Set to higher value if GPU available
+)
+
+def generate_ppt_script(topic, num_slides=5, temperature=0.7, max_tokens=1500):
+    """Generate a PowerPoint presentation script for the given topic."""
+    
+    prompt = f"""You are a professional presentation writer. Create a detailed PowerPoint presentation script for the topic: "{topic}"
+
+Generate a script with {num_slides} slides. For each slide, provide:
+1. Slide number and title
+2. Key points to include (3-5 bullet points)
+3. Speaker notes/talking points
+
+Format the output clearly with slide numbers and sections.
+
+Presentation Script:"""
+
+    # Generate response
+    output = llm(
+        prompt,
+        max_tokens=max_tokens,
+        temperature=temperature,
+        top_p=0.9,
+        repeat_penalty=1.1,
+        stop=["</s>", "User:", "Human:"],
+        echo=False
+    )
+    
+    response = output['choices'][0]['text'].strip()
+    return response
+
+def create_interface():
+    """Create the Gradio interface."""
+    
+    with gr.Blocks(theme=gr.themes.Soft(), title="PPT Script Generator") as demo:
+        gr.Markdown(
+            """
+            # 📊 PowerPoint Script Generator
+            ### Powered by Falcon3-1B-Instruct
+            
+            Generate professional presentation scripts for any topic using AI. 
+            Simply enter your topic and get a complete slide-by-slide script!
+            """
+        )
+        
+        with gr.Row():
+            with gr.Column(scale=1):
+                topic_input = gr.Textbox(
+                    label="Presentation Topic",
+                    placeholder="e.g., 'Introduction to Artificial Intelligence', 'Climate Change Solutions', 'Digital Marketing Strategies'",
+                    lines=2
+                )
+                
+                with gr.Row():
+                    num_slides = gr.Slider(
+                        minimum=3,
+                        maximum=10,
+                        value=5,
+                        step=1,
+                        label="Number of Slides"
+                    )
+                    
+                    temperature = gr.Slider(
+                        minimum=0.1,
+                        maximum=1.0,
+                        value=0.7,
+                        step=0.1,
+                        label="Creativity (Temperature)"
+                    )
+                
+                max_tokens = gr.Slider(
+                    minimum=500,
+                    maximum=3000,
+                    value=1500,
+                    step=100,
+                    label="Maximum Length (tokens)"
+                )
+                
+                generate_btn = gr.Button("🎯 Generate Script", variant="primary", size="lg")
+                
+                gr.Markdown(
+                    """
+                    ### Tips:
+                    - Be specific with your topic for better results
+                    - Use 5-7 slides for standard presentations
+                    - Higher temperature = more creative output
+                    - Adjust max tokens if output is cut off
+                    """
+                )
+            
+            with gr.Column(scale=2):
+                output = gr.Textbox(
+                    label="Generated Presentation Script",
+                    lines=25,
+                    show_copy_button=True
+                )
+        
+        # Examples
+        gr.Examples(
+            examples=[
+                ["Introduction to Machine Learning", 5, 0.7, 1500],
+                ["The Future of Renewable Energy", 6, 0.8, 1800],
+                ["Effective Team Management Strategies", 5, 0.7, 1500],
+                ["Blockchain Technology Explained", 7, 0.7, 2000],
+                ["Mental Health in the Workplace", 5, 0.6, 1500],
+            ],
+            inputs=[topic_input, num_slides, temperature, max_tokens],
+            label="Example Topics"
+        )
+        
+        # Connect the button to the function
+        generate_btn.click(
+            fn=generate_ppt_script,
+            inputs=[topic_input, num_slides, temperature, max_tokens],
+            outputs=output
+        )
+        
+        gr.Markdown(
+            """
+            ---
+            **Note:** This app uses the Falcon3-1B-Instruct model in GGUF format for efficient CPU inference.
+            Generation may take 30-60 seconds depending on the length requested.
+            """
+        )
+    
+    return demo
+
+if __name__ == "__main__":
+    demo = create_interface()
+    demo.launch(server_name="0.0.0.0", server_port=7860)

requirements.txt

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+gradio>=4.0.0
+llama-cpp-python==0.2.90
+huggingface-hub>=0.19.0