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Update app.py
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app.py
CHANGED
@@ -71,6 +71,12 @@ def process_single_pdf(file_path):
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# Load PDFs with progress display
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def load_pdfs_with_progress(folder_path):
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all_text = ""
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pdf_files = [os.path.join(folder_path, filename) for filename in os.listdir(folder_path) if filename.endswith('.pdf')]
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num_files = len(pdf_files)
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@@ -120,49 +126,4 @@ def user_input(user_question):
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vector_store = st.session_state.get('vector_store')
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if vector_store is None:
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return "The app is still loading documents or no documents were successfully loaded."
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docs = vector_store.
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context_text = " ".join([doc.page_content for doc in docs])
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return generate_summary_with_huggingface(user_question, context_text)
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# Translate text to selected language
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def translate_text(text, target_lang):
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translation_tokenizer.tgt_lang = target_lang
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encoded_text = translation_tokenizer(text, return_tensors="pt")
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generated_tokens = translation_model.generate(**encoded_text)
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translated_text = translation_tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)[0]
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return translated_text
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# Main function to run the Streamlit app
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def main():
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st.markdown(
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"""
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<h1 style="font-size:30px; text-align: center;">
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📄 JusticeCompass: Your AI-Powered Legal Navigator for Swift, Accurate Guidance.
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</h1>
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""",
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unsafe_allow_html=True
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)
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if 'loading' not in st.session_state or st.session_state['loading']:
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st.session_state['loading'] = True
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load_pdfs_with_progress('documents1')
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user_question = st.text_input("Ask a Question:", placeholder="Type your question here...")
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# Display language selection dropdown
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selected_language = st.selectbox("Select output language:", list(LANGUAGES.keys()))
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if st.session_state.get('loading', True):
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st.info("The app is loading documents in the background. You can type your question now and submit once loading is complete.")
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# Only display "Get Response" button after user enters a question
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if user_question:
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if st.button("Get Response"):
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with st.spinner("Generating response..."):
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answer = user_input(user_question)
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target_lang_code = LANGUAGES[selected_language]
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translated_answer = translate_text(answer, target_lang_code)
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st.markdown(f"**🤖 AI ({selected_language}):** {translated_answer}")
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if __name__ == "__main__":
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main()
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# Load PDFs with progress display
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def load_pdfs_with_progress(folder_path):
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if not os.path.exists(folder_path):
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st.error(f"The folder '{folder_path}' does not exist. Please create it and add PDF files.")
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st.session_state['vector_store'] = None
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st.session_state['loading'] = False
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return
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all_text = ""
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pdf_files = [os.path.join(folder_path, filename) for filename in os.listdir(folder_path) if filename.endswith('.pdf')]
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num_files = len(pdf_files)
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vector_store = st.session_state.get('vector_store')
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if vector_store is None:
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return "The app is still loading documents or no documents were successfully loaded."
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docs = vector_store.simi
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