Create app.py

app.py

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+import gradio as gr
+import PyPDF2
+from transformers import pipeline
+from pptx import Presentation
+import os
+
+# Fungsi untuk mengekstrak teks dari PDF
+def extract_text_from_pdf(pdf_path):
+    with open(pdf_path, 'rb') as file:
+        reader = PyPDF2.PdfReader(file)
+        text = ""
+        for page in reader.pages:
+            text += page.extract_text()
+    return text
+
+# Fungsi untuk menghasilkan poin utama dan prompt
+def generate_prompts(text):
+    summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
+    summary = summarizer(text, max_length=200, min_length=50, do_sample=False)[0]['summary_text']
+    points = summary.split(". ")[:10]
+    prompts = [f"Buat slide dengan judul 'Bagian {i+1}' dan isi: {point}" for i, point in enumerate(points)]
+    return prompts
+
+# Fungsi untuk membuat presentasi
+def create_presentation(prompts):
+    prs = Presentation()
+    for prompt in prompts:
+        slide_layout = prs.slide_layouts[1]
+        slide = prs.slides.add_slide(slide_layout)
+        title = slide.shapes.title
+        content = slide.placeholders[1]
+        title.text = prompt.split("dan isi:")[0].replace("Buat slide dengan judul ", "").strip("'")
+        content.text = prompt.split("dan isi:")[1].strip()
+    output_path = "output_presentation.pptx"
+    prs.save(output_path)
+    return output_path
+
+# Fungsi untuk Gradio
+def process_pdf(pdf_file):
+    text = extract_text_from_pdf(pdf_file)
+    prompts = generate_prompts(text)
+    output_path = create_presentation(prompts)
+    return output_path
+
+# Antarmuka Gradio
+iface = gr.Interface(
+    fn=process_pdf,
+    inputs=gr.File(label="Unggah PDF"),
+    outputs=gr.File(label="Unduh Presentasi"),
+    title="PDF to Presentation",
+    description="Unggah PDF untuk menghasilkan presentasi slide."
+)
+
+iface.launch()