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Mr-Vicky-01
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Parent(s):
dfaf9a0
Upload 3 files
Browse files- app.py +55 -0
- file_creator.py +40 -0
- llm.py +19 -0
app.py
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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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model = llm.Model()
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unvalid_image_text = 'please upload a valid screenshot.'
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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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with st.sidebar:
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st.header("ABOUT:")
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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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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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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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if uploaded_file:
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st.image(uploaded_file)
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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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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
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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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class Create_Doc:
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def __init__(self) -> None:
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self.doc = Document()
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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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# 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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# 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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# 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
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llm.py
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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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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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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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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
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