Image-Document / app.py
suriya7's picture
Update app.py (#1)
42b3ac3 verified
raw
history blame
No virus
3.82 kB
import streamlit as st
import google.generativeai as genai
from PIL import Image
import markdown
from docx import Document
from docx.enum.text import WD_PARAGRAPH_ALIGNMENT
from docx.shared import Pt
from io import BytesIO
import os
os.environ["GOOGLE_API_KEY"] = os.getenv("GOOGLE_API_KEY")
genai.configure(api_key=os.environ["GOOGLE_API_KEY"])
model = genai.GenerativeModel('gemini-1.5-flash-latest')
def response(image):
prompt = """You are an intelligent document creator. Could you please extract the words from the given screenshot and provide me document text that matches exact screenshot font and look
important note: if the screenshot not contain any text means you must say 'please upload a valid screenshot.'"""
img = Image.open(image)
response = model.generate_content([prompt, img])
return response.text
def markdown_to_word(markdown_text):
# Create a new Word document
doc = Document()
for line in markdown_text.split('\n'):
if line.startswith('# '):
heading = line[2:]
p = doc.add_heading(heading, level=1)
elif line.startswith('## '):
heading = line[3:]
p = doc.add_heading(heading, level=2)
elif line.startswith('### '):
heading = line[4:]
p = doc.add_heading(heading, level=3)
elif line.startswith('- '):
item = line[2:]
p = doc.add_paragraph(item, style='ListBullet')
else:
p = doc.add_paragraph()
words = line.split(' ')
for word in words:
word = word.strip()
if word.startswith('**') and word.endswith('**'):
run = p.add_run(word[2:-2])
run.bold = True
elif word.startswith('*') and word.endswith('*'):
run = p.add_run(word[1:-1])
run.italic = True
else:
p.add_run(word)
p.add_run(' ')
# Save the document to a BytesIO object
buffer = BytesIO()
doc.save(buffer)
buffer.seek(0)
return buffer
st.title("Image🖼️ - DOCUMENT📃")
st.markdown("""
<style>
.justified-text {
text-align: justify;
}
</style>
""", unsafe_allow_html=True)
with st.sidebar:
st.header("ABOUT:")
st.caption("""
<div class="justified-text">
Screenshot to Document file Creator is an AI powered app that allows users to effortlessly convert their screenshots into Word documents. Simply upload a screenshot, and the app will generate a Word document based on the image provided, ensuring a seamless and efficient conversion process. Ideal for anyone looking to quickly turn visual content into editable text documents.
</div>
""", unsafe_allow_html=True)
for _ in range(17):
st.write("")
st.subheader("Build By:")
st.write("[Suriya S❤️](https://github.com/theSuriya)")
st.write("contact: [Email](mailto:thesuriya3@gamil.com)")
fake_image_text = 'please upload a valid screenshot.'
st.text("Upload your screenshot to convert it into a Word document")
uploaded_file = st.file_uploader("", type=["png", "jpg", "jpeg"])
if uploaded_file:
st.image(uploaded_file)
button = st.button("Generate Document")
if button:
with st.spinner("Generating a Document..."):
text = response(uploaded_file)
st.write(text)
if text.lower().strip() != fake_image_text:
doc_buffer = markdown_to_word(text)
st.download_button(
label="Download",
data=doc_buffer,
file_name="output.docx",
mime="application/vnd.openxmlformats-officedocument.wordprocessingml.document"
)