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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="upsatwal/mlsc_tiet", | |
analytics_enabled=True, | |
fill_height=True, | |
css="footer {display: none !important;}" | |
) as app: | |
gr.HTML("<div style='text-align:center;overflow:hidden;'><h2>📓 PDF Summarizer 📓</h2></div>") | |
with gr.Sidebar(): | |
gr.HTML("<div style='text-align:center;overflow:hidden;'><h3>📓 PDF Summarizer 📓</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(""" | |
<style> | |
.prompt-title { | |
font-family: "JetBrains Mono",monospace; | |
color: "white"; | |
} | |
.prompt-popup { | |
background: #646566; | |
color:white; | |
border-radius:15px; | |
} | |
</style> | |
<div style="text-align:center;"> | |
<button onclick=infoAlert() | |
style="padding: 15px; background-color: #646566; font-family: 'JetBrains Mono',monospace; color: white; border: none; border-radius: 15px; 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", | |
customClass: { | |
title: "prompt-title", | |
popup: "prompt-popup" | |
}, | |
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(height=700) | |
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) | |