Mr-Vicky-01 commited on
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  1. app.py +55 -0
  2. file_creator.py +40 -0
  3. llm.py +19 -0
app.py ADDED
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+ import streamlit as st
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+ import llm
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+ from file_creator import Create_Doc
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+
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+ model = llm.Model()
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+ unvalid_image_text = 'please upload a valid screenshot.'
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+
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+
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+ st.markdown("""
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+ <style>
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+ .justified-text {
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+ text-align: justify;
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+ }
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+ </style>
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+ """, unsafe_allow_html=True)
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+
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+
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+ with st.sidebar:
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+ st.header("ABOUT:")
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+
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+ st.caption("""
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+ <div class="justified-text">
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+ Document Creator is an innovative 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.
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+ </div>
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+ """, unsafe_allow_html=True)
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+
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+ for _ in range(17):
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+ st.write("")
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+ st.subheader("Build By:")
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+ st.write("[Pachaiappan❤️](https://mr-vicky-01.github.io/Portfolio)")
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+ st.write("contact: [Email](mailto:pachaiappan1102@gamil.com)")
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+
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+ st.title("Document Creator")
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+ st.text("Updload your Screenshot to convert into a word document.")
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+ uploaded_file = st.file_uploader("", type=["png", "jpg", "jpeg"])
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+
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+ if uploaded_file:
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+ st.image(uploaded_file)
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+
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+ button = st.button("Generate Document")
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+ if button:
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+ with st.spinner("Generating a Document"):
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+ text = model.get_response(uploaded_file)
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+ st.write(text)
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+
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+ if text.lower().strip() != unvalid_image_text:
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+ doc = Create_Doc()
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+ doc_buffer = doc.markdown_to_word(text)
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+ st.download_button(
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+ label="Download",
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+ data=doc_buffer,
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+ file_name="output.docx",
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+ mime="application/vnd.openxmlformats-officedocument.wordprocessingml.document"
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+ )
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+
file_creator.py ADDED
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+ from docx import Document
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+ from docx.enum.text import WD_PARAGRAPH_ALIGNMENT
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+ from docx.shared import Pt
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+ from io import BytesIO
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+ import markdown
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+
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+ class Create_Doc:
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+ def __init__(self) -> None:
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+ self.doc = Document()
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+
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+ def markdown_to_word(self,markdown_text):
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+ # Convert Markdown to HTML
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+ # html = markdown.markdown(markdown_text)
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+
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+ # Parse the Markdown text and add formatted content to the document
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+ for line in markdown_text.split('\n'):
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+ if line.startswith('# '):
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+ heading = line[2:]
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+ p = self.doc.add_heading(heading, level=1)
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+ elif line.startswith('## '):
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+ heading = line[3:]
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+ p = self.doc.add_heading(heading, level=2)
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+ elif line.startswith('### '):
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+ heading = line[4:]
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+ p = self.doc.add_heading(heading, level=3)
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+ elif line.startswith('- '):
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+ item = line[2:]
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+ p = self.doc.add_paragraph(item, style='ListBullet')
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+ else:
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+ p = self.doc.add_paragraph(line)
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+
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+ # Adjust paragraph formatting (optional)
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+ p.alignment = WD_PARAGRAPH_ALIGNMENT.LEFT
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+ p.style.font.size = Pt(12)
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+
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+ # Save the document to a BytesIO object
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+ buffer = BytesIO()
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+ self.doc.save(buffer)
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+ buffer.seek(0)
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+ return buffer
llm.py ADDED
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+ import google.generativeai as genai
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+ from dotenv import load_dotenv
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+ from PIL import Image
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+ import os
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+
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+ load_dotenv()
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+ os.environ["GOOGLE_API_KEY"] = os.getenv("GOOGLE_API_KEY")
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+ genai.configure(api_key=os.environ["GOOGLE_API_KEY"])
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+
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+ class Model:
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+ def __init__(self) -> None:
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+ self.model = genai.GenerativeModel('gemini-1.5-flash-latest')
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+
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+ def get_response(self, image):
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+ 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
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+ important note: if the screenshot not contain any text means you must say 'please upload a valid screenshot.'"""
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+ img = Image.open(image)
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+ response = self.model.generate_content([prompt, img])
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+ return response.text