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gizemsarsinlar
commited on
Update app.py
Browse files
app.py
CHANGED
@@ -183,28 +183,9 @@ def chat_gen(message, history=[], return_buffer=True):
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# for response in chat_gen(test_question, return_buffer=False):
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# print(response, end='')
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"about specific documents by providing accurate, context-aware responses. It utilizes the "
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"**NVIDIAEmbeddings (NV-Embed-QA)** model to extract vector representations of text for efficient "
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"information retrieval and the **Mistral-8x7B Instruct** model to generate conversational answers "
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"based on the user's questions. The application processes academic papers using `ArxivLoader`, "
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"segments them into manageable text chunks, and stores them in a FAISS vector store for quick access. "
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"It also maintains a history of user interactions to enhance response accuracy over time. "
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"For more detailed information, please refer to the [README.md file](sandbox:/mnt/data/README.md)."
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)
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# Create the Gradio interface with the title and the summary
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with gr.Blocks() as demo:
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gr.HTML("<h1><center>Document AI Agent</center></h1>") # Centered title
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gr.Markdown(summary_paragraph) # Add the summary paragraph below the title
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chatbot = gr.Chatbot(value=[[None, initial_msg]])
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# Chat interface
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chat_interface = gr.ChatInterface(chat_gen, chatbot=chatbot).queue()
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# Launch the demo
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try:
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demo.launch(debug=True, share=False, show_api=False)
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demo.close()
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# for response in chat_gen(test_question, return_buffer=False):
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# print(response, end='')
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chatbot = gr.Chatbot(value = [[None, initial_msg]])
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demo = gr.ChatInterface(chat_gen, chatbot=chatbot).queue()
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try:
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demo.launch(debug=True, share=False, show_api=False)
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demo.close()
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