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Update app.py
Browse files
app.py
CHANGED
@@ -65,18 +65,6 @@ css = """
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margin-bottom: 10px;
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}
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.repo-id {
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margin-bottom: 10px;
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}
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.langchain-status {
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margin-bottom: 10px;
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}
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.load-pdf {
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margin-bottom: 10px;
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}
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.chatbot {
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height: 350px;
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border: 1px solid #ccc;
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@@ -109,61 +97,29 @@ title = """
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</div>
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"""
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def pdf_changes(inputs, outputs):
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"""Updates the text of the langchain status textbox."""
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pdf_doc = inputs["pdf_doc"]
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repo_id = inputs["repo_id"]
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langchain_status.update_text(f"Loading PDF to langchain...")
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# Load the PDF to langchain
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langchain.load_pdf(pdf_doc, repo_id)
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langchain_status.update_text(f"PDF loaded to langchain.")
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def add_text(inputs, outputs):
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"""Adds text to the chatbot."""
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chatbot = inputs["chatbot"]
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question = inputs["question"]
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# Add the user question to the chatbot
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chatbot.add_user_message(question)
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# Get the response from the langchain chatbot
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response = langchain.get_response(question)
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# Add the bot response to the chatbot
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chatbot.add_bot_message(response)
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# Create the chatbot
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chatbot = gr.Chatbot([], elem_id="chatbot").style(height=350)
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# Create the langchain object
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langchain = gr.Langchain()
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# Create the UI
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with gr.Blocks(css=css) as demo:
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# Start the demo
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demo.show(True)
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margin-bottom: 10px;
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}
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.chatbot {
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height: 350px;
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border: 1px solid #ccc;
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</div>
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"""
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with gr.Blocks(css=css) as demo:
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with gr.Column(elem_id="col-container"):
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gr.HTML(title)
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with gr.Column():
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pdf_doc = gr.File(label="Load a pdf", file_types=['.pdf'], type="file")
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repo_id = gr.Dropdown(label="LLM", choices=["google/flan-ul2", "OpenAssistant/oasst-sft-1-pythia-12b", "bigscience/bloomz", "TheBloke/Llama-2-7b-Chat-GGUF"], value="google/flan-ul2")
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with gr.Row():
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langchain_status = gr.Textbox(label="Status", placeholder="", interactive=False)
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load_pdf = gr.Button("Load pdf to langchain")
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chatbot = gr.Chatbot([], elem_id="chatbot").style(height=350)
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question = gr.Textbox(label="Question", placeholder="Type your question and hit Enter ")
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submit_btn = gr.Button("Send message")
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#load_pdf.click(loading_pdf, None, langchain_status, queue=False)
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repo_id.change(pdf_changes, inputs=[pdf_doc, repo_id], outputs=[langchain_status], queue=False)
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load_pdf.click(pdf_changes, inputs=[pdf_doc, repo_id], outputs=[langchain_status], queue=False)
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question.submit(add_text, [chatbot, question], [chatbot, question]).then(
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bot, chatbot, chatbot
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)
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submit_btn.click(add_text, [chatbot, question], [chatbot, question]).then(
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bot, chatbot, chatbot
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)
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# Start the demo
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demo.show(True)
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