PDF-Summarizer / app.py
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import google.generativeai as genai
import gradio as gr
from pypdf import PdfReader
def pdfSummarizer(gemini_api_key, pdf_file, kind):
gemini_api_key = gemini_api_key
genai.configure(api_key = gemini_api_key)
model = genai.GenerativeModel("gemini-1.5-pro")
pdf_file = PdfReader(pdf_file)
pdf_text = ""
for page in pdf_file.pages:
pdf_text += page.extract_text()
if kind == "5 Bullet Points":
response = model.generate_content([pdf_text, "can you summarize this document in 5 bullet points? Use bullet points and not asterisks"])
elif kind == "10 Bullet Points":
response = model.generate_content([pdf_text, "can you summarize this document in 10 bullet points? Use bullet points and not asterisks"])
elif kind == "Paragraph":
response = model.generate_content([pdf_text, "can you summarize this document as a paragraph?"])
elif kind == "Sentence":
response = model.generate_content([pdf_text, "can you summarize this document in one sentence?"])
return response.text
with gr.Blocks(
theme="gstaff/whiteboard",
analytics_enabled=True,
fill_height=True,
css="#sidebar {background-color:black;color: white;}"
) as app:
gr.HTML("<div style='text-align:center;overflow:hidden;'><h2>&#128211; PDF Summarizer &#128211;</h2></div>")
with gr.Sidebar(elem_id = "sidebar"):
gr.HTML("<div style='text-align:center;overflow:hidden;'><h3>&#128211; PDF Summarizer &#128211;</h3></div>")
gr.HTML("<br>")
# load sweet alert module from cdn
gr.HTML("""
<script src='https://cdn.jsdelivr.net/npm/[email protected]/dist/sweetalert2.all.min.js'></script>
<link href='https://cdn.jsdelivr.net/npm/[email protected]/dist/sweetalert2.min.css' rel='stylesheet'>
""")
# Button with Javascript Event
gr.HTML("""
<div style="text-align:center;">
<button onclick=infoAlert()
style="padding: 10px; background-color: black; color: white; border: none; border-radius: 5px; cursor: pointer;">
Info
</button>
<script>
function infoAlert(){
Swal.fire({
title: 'How To Use',
text: 'Enter your Gemini API key, upload PDF document, select summary kind, then hit the summarize button',
confirmButtonColor: 'black',
timer: 7000
});
}
</script>
</div>
""")
gr.HTML("<div style='text-align:center;overflow:hidden;'><h4>Gemini API Key</h4></div>")
api_key = gr.Text(label = "",placeholder="Enter your Google Gemini API key here")
with gr.Row():
pdf_input = gr.File(file_types=[".pdf"])
summary_type = gr.Radio(["5 Bullet Points","10 Bullet Points", "Paragraph", "Sentence"],value = "5 Bullet Points", label="Select Summary Kind")
with gr.Row():
btn = gr.Button("Summarize")
clear_btn = gr.ClearButton(value="Clear")
with gr.Column():
gr.HTML("<div style='text-align:center;overflow:hidden;'><h2>Summary Output</h2></div>")
out = gr.Markdown()
btn.click(fn=pdfSummarizer, inputs=[api_key, pdf_input, summary_type], outputs=out)
clear_btn.click(lambda: [None,None,"5 Bullet Points",""],inputs=None,outputs=[api_key, pdf_input, summary_type, out],queue=False)
app.launch(pwa=True)