Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -12,14 +12,44 @@ from docx import Document
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# --- Streamlit Page Configuration ---
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st.set_page_config(page_title="AI & Plagiarism Detection", page_icon="π")
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# ---
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}
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# --- Function to Apply Theme ---
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@@ -32,7 +62,7 @@ def apply_theme(theme):
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font-family: {theme["font"]};
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}}
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.welcome-text {{
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color: {theme["
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font-size: 36px;
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font-weight: bold;
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text-align: center;
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@@ -46,12 +76,27 @@ def apply_theme(theme):
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margin-top: 20px;
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}}
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.stTextArea textarea {{
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background-color: {theme["
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color: {theme["textColor"]};
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}}
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.stFileUploader > div > div:nth-child(1) > div > button {{
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background-color: {theme["
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color: {theme["
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}}
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</style>
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""", unsafe_allow_html=True)
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@@ -145,15 +190,16 @@ def plagiarism_check(text_chunks, tokenizer, model):
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# --- Main Function ---
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def main():
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# ---
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# --- Title and Welcome ---
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st.markdown("<h1 class='welcome-text'>AI & Plagiarism Detection</h1>", unsafe_allow_html=True)
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# ---
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input_text = st.text_area("Enter text
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uploaded_files = st.file_uploader("Attach documents (PDF or DOCX)", type=["pdf", "docx"], accept_multiple_files=True)
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# --- Load models ---
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@@ -165,24 +211,29 @@ def main():
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# --- Process Uploaded Files ---
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if uploaded_files:
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try:
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if uploaded_file.type == "application/pdf":
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raw_text += extract_text_from_pdf(uploaded_file) + "\n"
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elif uploaded_file.type == "application/vnd.openxmlformats-officedocument.wordprocessingml.document":
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raw_text += extract_text_from_docx(uploaded_file) + "\n"
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else:
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st.error(f"{uploaded_file.name}: Unsupported file type")
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continue
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# --- Append Manual Text ---
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raw_text += input_text.strip()
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@@ -239,4 +290,5 @@ def load_models():
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# --- Call Main ---
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if __name__ == "__main__":
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main()
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# --- Streamlit Page Configuration ---
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st.set_page_config(page_title="AI & Plagiarism Detection", page_icon="π")
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# --- Color Themes ---
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THEMES = {
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"cyberpunk": {
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"primaryColor": "#9C27B0",
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"backgroundColor": "#1E1E1E",
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"tileColor": "#303030",
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"textColor": "#FFFFFF",
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"accentColor": "#FF4081",
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"font": "monospace",
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"welcomeTextColor": "#FFD700"
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},
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"retro": {
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"primaryColor": "#FF5733",
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"backgroundColor": "#F0F0F0",
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"tileColor": "#E0E0E0",
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"textColor": "#333333",
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"accentColor": "#64B5F6",
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"font": "sans-serif",
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"welcomeTextColor": "#4CAF50"
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},
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"darkmode": {
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"primaryColor": "#2979FF",
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"backgroundColor": "#212121",
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"tileColor": "#424242",
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"textColor": "#FFFFFF",
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"accentColor": "#FFAB40",
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"font": "sans-serif",
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"welcomeTextColor": "#BBDEFB"
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},
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"bluelagoon": {
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"primaryColor": "#03A9F4",
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"backgroundColor": "#E1F5FE",
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"tileColor": "#B3E5FC",
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"textColor": "#333333",
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"accentColor": "#FFCDD2",
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"font": "sans-serif",
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"welcomeTextColor": "#0277BD"
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}
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}
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# --- Function to Apply Theme ---
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font-family: {theme["font"]};
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}}
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.welcome-text {{
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color: {theme["welcomeTextColor"]};
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font-size: 36px;
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font-weight: bold;
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text-align: center;
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margin-top: 20px;
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}}
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.stTextArea textarea {{
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background-color: {theme["backgroundColor"]};
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color: {theme["textColor"]};
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border: 1px solid {theme["primaryColor"]};
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border-radius: 5px;
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}}
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.stFileUploader > div > div:nth-child(1) > div > button {{
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background-color: {theme["primaryColor"]};
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color: {theme["textColor"]};
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border-radius: 5px;
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}}
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.stMetricLabel {{
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color: {theme["textColor"]} !important;
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}}
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.stMetricValue {{
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color: {theme["textColor"]} !important;
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}}
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.streamlit-expanderHeader {{
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color: {theme["textColor"]};
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}}
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.streamlit-expanderContent {{
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color: {theme["textColor"]};
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}}
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</style>
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""", unsafe_allow_html=True)
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# --- Main Function ---
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def main():
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# --- Theme Selection ---
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theme_name = st.sidebar.selectbox("Select Theme", list(THEMES.keys()), index=0)
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selected_theme = THEMES[theme_name]
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apply_theme(selected_theme)
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# --- Title and Welcome ---
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st.markdown(f"<h1 class='welcome-text'>AI & Plagiarism Detection</h1>", unsafe_allow_html=True)
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# --- Input Area: Text Area and File Upload ---
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input_text = st.text_area("Enter text or attach a document:", height=200)
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uploaded_files = st.file_uploader("Attach documents (PDF or DOCX)", type=["pdf", "docx"], accept_multiple_files=True)
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# --- Load models ---
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# --- Process Uploaded Files ---
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if uploaded_files:
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with st.expander("Uploaded Files", expanded=False):
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for uploaded_file in uploaded_files:
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file_size = len(uploaded_file.getvalue())
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if file_size > 1000000000:
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st.error(f"{uploaded_file.name}: File size exceeds the 1GB limit.")
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continue
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try:
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if uploaded_file.type == "application/pdf":
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extracted_text = extract_text_from_pdf(uploaded_file)
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raw_text += extracted_text + "\n"
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st.write(f"Extracted text from {uploaded_file.name}")
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elif uploaded_file.type == "application/vnd.openxmlformats-officedocument.wordprocessingml.document":
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extracted_text = extract_text_from_docx(uploaded_file)
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raw_text += extracted_text + "\n"
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st.write(f"Extracted text from {uploaded_file.name}")
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else:
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st.error(f"{uploaded_file.name}: Unsupported file type")
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continue
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except Exception as e:
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st.error(f"Error processing {uploaded_file.name}: {e}")
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continue
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# --- Append Manual Text ---
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raw_text += input_text.strip()
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# --- Call Main ---
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if __name__ == "__main__":
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ai_detection_model, tokenizer, plagiarism_model = load_models()
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main()
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