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Update app.py
Browse files
app.py
CHANGED
@@ -80,20 +80,41 @@ def demo():
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vector_db = gr.State()
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qa_chain = gr.State()
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gr.Markdown("<center><h1>PDF-Chatbot mit kostenlosen Modellen</h1></center>")
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document = gr.Files(label="PDF-Dokument hochladen")
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db_btn = gr.Button("Erstelle Vektordatenbank")
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llm_btn = gr.Radio(["Flan-T5 Small", "Flan-T5 Base"], label="Verfügbare LLMs", value="Flan-T5 Small", type="index")
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slider_temperature = gr.Slider(0.01, 1.0, 0.5, label="Temperature")
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slider_maxtokens = gr.Slider(128, 2048, 512, label="Max Tokens")
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slider_topk = gr.Slider(1, 10, 3, label="Top-k")
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qachain_btn = gr.Button("Initialisiere QA-Chatbot")
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chatbot = gr.Chatbot(label="Chatbot", height=400, type="messages")
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msg = gr.Textbox(label="Frage stellen")
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submit_btn = gr.Button("Absenden")
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demo.launch(debug=True)
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vector_db = gr.State()
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qa_chain = gr.State()
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gr.Markdown("<center><h1>PDF-Chatbot mit kostenlosen Modellen</h1></center>")
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with gr.Row():
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with gr.Column():
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document = gr.Files(label="PDF-Dokument hochladen")
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db_btn = gr.Button("Erstelle Vektordatenbank")
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db_status = gr.Textbox(label="Datenbankstatus", value="Nicht erstellt", interactive=False)
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llm_btn = gr.Radio(["Flan-T5 Small", "Flan-T5 Base"], label="Verfügbare LLMs", value="Flan-T5 Small", type="index")
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slider_temperature = gr.Slider(0.01, 1.0, 0.5, label="Temperature")
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slider_maxtokens = gr.Slider(128, 2048, 512, label="Max Tokens")
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slider_topk = gr.Slider(1, 10, 3, label="Top-k")
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qachain_btn = gr.Button("Initialisiere QA-Chatbot")
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llm_status = gr.Textbox(label="Chatbot-Status", value="Nicht initialisiert", interactive=False)
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with gr.Column():
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chatbot = gr.Chatbot(label="Chatbot", height=400, type="messages")
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msg = gr.Textbox(label="Frage stellen")
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submit_btn = gr.Button("Absenden")
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# Event-Handling
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db_btn.click(
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initialize_database,
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inputs=[document],
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outputs=[vector_db, db_status]
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)
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qachain_btn.click(
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initialize_LLM,
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inputs=[llm_btn, slider_temperature, slider_maxtokens, slider_topk, vector_db],
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outputs=[qa_chain, llm_status]
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)
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submit_btn.click(
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conversation,
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inputs=[qa_chain, msg, chatbot],
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outputs=[qa_chain, chatbot, chatbot]
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)
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demo.launch(debug=True)
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