Update app.py via AI Editor
Browse files
app.py
CHANGED
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@@ -15,31 +15,26 @@ from PIL import Image
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import google.generativeai as genai
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import time
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-
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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logger = logging.getLogger(__name__)
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# Stability AI API key
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STABILITY_API_KEY = os.getenv('STABILITY_API_KEY')
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# Gemini API key
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GOOGLE_API_KEY = os.getenv('GOOGLE_API_KEY')
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genai.configure(api_key=GOOGLE_API_KEY)
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# Initialize Gemini model
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model = genai.GenerativeModel('gemini-2.5-pro-preview-03-25')
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app = dash.Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP, 'https://fonts.googleapis.com/css2?family=Roboto:wght@300;400;700&display=swap'])
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app.config.suppress_callback_exceptions = True
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# Global variables to store logs and generated PowerPoint
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log_messages = []
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generated_pptx = None
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app.layout = html.Div([
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dbc.Container([
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dbc.Row([
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# Left Column
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dbc.Col([
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dbc.Card([
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dbc.CardHeader("Upload or Paste Document", className="bg-light"),
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@@ -72,7 +67,6 @@ app.layout = html.Div([
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])
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], className="mb-4 shadow-sm")
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], md=6),
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# Right Column
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dbc.Col([
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dbc.Card([
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dbc.CardHeader("Edit Slide Content", className="bg-light"),
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@@ -91,13 +85,56 @@ app.layout = html.Div([
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])
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], fluid=True, className="mt-4"),
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dcc.Download(id="download-pptx"),
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dcc.Interval(id='interval-component', interval=1*1000, n_intervals=0)
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])
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def add_log(message):
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global log_messages
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logger.info(message)
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log_messages.insert(0, f"{time.strftime('%H:%M:%S')} - {message}")
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def process_document(text):
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add_log("Starting document processing...")
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@@ -111,6 +148,8 @@ def process_document(text):
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There can only be one slide heading # and one sub heading ## and no more than 5 bullets with "-" per slide
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Document:
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{text}
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"""
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add_log("Sending request to Gemini model...")
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response = model.generate_content(prompt)
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@@ -143,7 +182,6 @@ def generate_image(prompt):
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"output_format": "png"
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}
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files = {"none": ''}
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try:
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response = requests.post(url, headers=headers, data=data, files=files)
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response.raise_for_status()
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@@ -170,15 +208,11 @@ def markdown_to_pptx(md_text):
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add_log(f"Creating slide {i+1}/{len(slides)}...")
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lines = slide_content.split('\n')
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title = lines[0].strip()
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current_slide = prs.slides.add_slide(prs.slide_layouts[6])
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# Add title
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title_box = current_slide.shapes.add_textbox(Inches(0.5), Inches(0.5), Inches(9), Inches(1))
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title_box.text_frame.text = title
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title_box.text_frame.paragraphs[0].font.size = Pt(32)
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title_box.text_frame.paragraphs[0].font.bold = True
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-
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# Add content (left side)
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content_box = current_slide.shapes.add_textbox(Inches(0.5), Inches(1.5), Inches(4.5), Inches(6))
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text_frame = content_box.text_frame
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text_frame.word_wrap = True
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@@ -194,8 +228,6 @@ def markdown_to_pptx(md_text):
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p.font.size = Pt(18)
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p.level = 1
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p.bullet = True
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-
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# Add image (right side)
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add_log(f"Adding image to slide {i+1}...")
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image_data = future.result()
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if image_data:
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@@ -215,7 +247,6 @@ def markdown_to_pptx(md_text):
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add_log(f"Failed to generate image for slide {i+1}: {title}")
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placeholder = current_slide.shapes.add_textbox(Inches(5.5), Inches(1.5), Inches(4), Inches(6))
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placeholder.text_frame.text = "Image generation failed"
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-
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add_log("PowerPoint generation completed.")
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output = io.BytesIO()
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prs.save(output)
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@@ -230,22 +261,24 @@ def update_filename(filename):
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return html.Div(f"Selected file: {filename}")
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return ""
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-
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@app.callback(
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Output('slides-content', 'value'),
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Output('download-ppt-button', 'disabled'),
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Input('generate-button', 'n_clicks'),
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State('upload-file', 'contents'),
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State('document-text', 'value')
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)
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def generate_slides(n_clicks, file_contents, document_text):
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if n_clicks is None:
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raise PreventUpdate
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if file_contents:
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-
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-
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-
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elif not document_text:
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return "Please upload a file or enter text.", True
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@@ -253,7 +286,7 @@ def generate_slides(n_clicks, file_contents, document_text):
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add_log("Starting slide generation...")
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slides_markdown = process_document(document_text)
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add_log("Slide generation completed.")
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return slides_markdown, False
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except Exception as e:
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add_log(f"An error occurred during slide generation: {str(e)}")
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return f"An error occurred: {str(e)}", True
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@@ -269,12 +302,11 @@ def generate_powerpoint(n_clicks, slides_content):
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global generated_pptx
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if n_clicks is None or not slides_content:
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raise PreventUpdate
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-
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try:
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add_log("Starting PowerPoint generation...")
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generated_pptx = markdown_to_pptx(slides_content)
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add_log("PowerPoint generation completed.")
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return '\n'.join(log_messages[:100]), False
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except Exception as e:
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error_message = f"An error occurred during PowerPoint generation: {str(e)}"
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add_log(error_message)
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@@ -288,7 +320,6 @@ def generate_powerpoint(n_clicks, slides_content):
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def download_powerpoint(n_clicks):
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if n_clicks is None or generated_pptx is None:
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raise PreventUpdate
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-
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return dcc.send_bytes(generated_pptx, "presentation.pptx")
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@app.callback(
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import google.generativeai as genai
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import time
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import docx
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import PyPDF2
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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logger = logging.getLogger(__name__)
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STABILITY_API_KEY = os.getenv('STABILITY_API_KEY')
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GOOGLE_API_KEY = os.getenv('GOOGLE_API_KEY')
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genai.configure(api_key=GOOGLE_API_KEY)
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model = genai.GenerativeModel('gemini-2.5-pro-preview-03-25')
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app = dash.Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP, 'https://fonts.googleapis.com/css2?family=Roboto:wght@300;400;700&display=swap'])
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app.config.suppress_callback_exceptions = True
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log_messages = []
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generated_pptx = None
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app.layout = html.Div([
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dbc.Container([
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dbc.Row([
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dbc.Col([
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dbc.Card([
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dbc.CardHeader("Upload or Paste Document", className="bg-light"),
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])
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], className="mb-4 shadow-sm")
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], md=6),
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dbc.Col([
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dbc.Card([
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dbc.CardHeader("Edit Slide Content", className="bg-light"),
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])
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], fluid=True, className="mt-4"),
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dcc.Download(id="download-pptx"),
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dcc.Interval(id='interval-component', interval=1*1000, n_intervals=0)
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])
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def add_log(message):
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global log_messages
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logger.info(message)
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log_messages.insert(0, f"{time.strftime('%H:%M:%S')} - {message}")
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def extract_text_from_docx(docx_bytes):
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doc = docx.Document(io.BytesIO(docx_bytes))
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fullText = []
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for para in doc.paragraphs:
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fullText.append(para.text)
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return '\n'.join(fullText)
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def extract_text_from_pdf(pdf_bytes):
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pdf_reader = PyPDF2.PdfReader(io.BytesIO(pdf_bytes))
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text = []
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for page in pdf_reader.pages:
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page_text = page.extract_text()
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if page_text:
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text.append(page_text)
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return '\n'.join(text)
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def process_uploaded_file(filename, file_contents):
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if not filename or not file_contents:
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return ""
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content_type, content_string = file_contents.split(',')
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file_bytes = base64.b64decode(content_string)
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filename_lower = filename.lower()
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if filename_lower.endswith('.txt'):
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try:
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return file_bytes.decode('utf-8')
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except UnicodeDecodeError:
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try:
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return file_bytes.decode('latin1')
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except Exception:
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raise Exception("Could not decode file as UTF-8 or latin1.")
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elif filename_lower.endswith('.docx'):
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try:
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return extract_text_from_docx(file_bytes)
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except Exception as e:
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raise Exception(f"Could not extract text from DOCX: {str(e)}")
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elif filename_lower.endswith('.pdf'):
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try:
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return extract_text_from_pdf(file_bytes)
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except Exception as e:
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raise Exception(f"Could not extract text from PDF: {str(e)}")
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else:
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raise Exception("Unsupported file type. Please upload a .txt, .docx, or .pdf file.")
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def process_document(text):
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add_log("Starting document processing...")
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There can only be one slide heading # and one sub heading ## and no more than 5 bullets with "-" per slide
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Document:
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{text}
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---
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The input may be up to 1 million tokens and the output up to 64,000 tokens. Please use as much detail and slides as needed within those limits.
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"""
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add_log("Sending request to Gemini model...")
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response = model.generate_content(prompt)
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"output_format": "png"
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}
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files = {"none": ''}
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try:
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response = requests.post(url, headers=headers, data=data, files=files)
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response.raise_for_status()
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add_log(f"Creating slide {i+1}/{len(slides)}...")
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lines = slide_content.split('\n')
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title = lines[0].strip()
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current_slide = prs.slides.add_slide(prs.slide_layouts[6])
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title_box = current_slide.shapes.add_textbox(Inches(0.5), Inches(0.5), Inches(9), Inches(1))
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title_box.text_frame.text = title
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title_box.text_frame.paragraphs[0].font.size = Pt(32)
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title_box.text_frame.paragraphs[0].font.bold = True
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content_box = current_slide.shapes.add_textbox(Inches(0.5), Inches(1.5), Inches(4.5), Inches(6))
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text_frame = content_box.text_frame
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text_frame.word_wrap = True
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p.font.size = Pt(18)
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p.level = 1
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p.bullet = True
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add_log(f"Adding image to slide {i+1}...")
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image_data = future.result()
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if image_data:
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add_log(f"Failed to generate image for slide {i+1}: {title}")
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placeholder = current_slide.shapes.add_textbox(Inches(5.5), Inches(1.5), Inches(4), Inches(6))
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placeholder.text_frame.text = "Image generation failed"
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add_log("PowerPoint generation completed.")
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output = io.BytesIO()
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prs.save(output)
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return html.Div(f"Selected file: {filename}")
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return ""
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@app.callback(
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Output('slides-content', 'value'),
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Output('download-ppt-button', 'disabled'),
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Input('generate-button', 'n_clicks'),
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State('upload-file', 'filename'),
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State('upload-file', 'contents'),
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State('document-text', 'value')
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)
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def generate_slides(n_clicks, filename, file_contents, document_text):
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if n_clicks is None:
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raise PreventUpdate
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if file_contents and filename:
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try:
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document_text = process_uploaded_file(filename, file_contents)
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except Exception as e:
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add_log(f"File error: {str(e)}")
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return f"File error: {str(e)}", True
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elif not document_text:
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return "Please upload a file or enter text.", True
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add_log("Starting slide generation...")
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slides_markdown = process_document(document_text)
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add_log("Slide generation completed.")
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return slides_markdown, False
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except Exception as e:
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add_log(f"An error occurred during slide generation: {str(e)}")
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return f"An error occurred: {str(e)}", True
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global generated_pptx
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if n_clicks is None or not slides_content:
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raise PreventUpdate
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try:
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add_log("Starting PowerPoint generation...")
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generated_pptx = markdown_to_pptx(slides_content)
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add_log("PowerPoint generation completed.")
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return '\n'.join(log_messages[:100]), False
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except Exception as e:
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error_message = f"An error occurred during PowerPoint generation: {str(e)}"
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add_log(error_message)
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def download_powerpoint(n_clicks):
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if n_clicks is None or generated_pptx is None:
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raise PreventUpdate
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return dcc.send_bytes(generated_pptx, "presentation.pptx")
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@app.callback(
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