Update app.py
Browse files
app.py
CHANGED
@@ -65,18 +65,22 @@ def get_response(history, query, file):
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if not file:
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raise gr.Error(message="Upload a PDF")
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chain = app(file)
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def render_file(file) -> Image.Image:
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doc = fitz.open(file.name)
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@@ -107,6 +111,7 @@ with gr.Blocks() as demo:
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with gr.Tab("Step 2: Process File"):
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process_btn = gr.Button("Process PDF")
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show_img_processed = gr.Image(label="Processed PDF")
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with gr.Tab("Step 3: Build Vector Database"):
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build_vector_btn = gr.Button("Build Vector Database")
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@@ -130,9 +135,9 @@ with gr.Blocks() as demo:
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)
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process_btn.click(
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fn=app.process_file,
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inputs=[btn],
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outputs=[show_img_processed],
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)
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build_vector_btn.click(
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if not file:
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raise gr.Error(message="Upload a PDF")
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chain = app(file)
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try:
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result = chain.invoke(
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{"question": query, "chat_history": app.chat_history}
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)
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app.chat_history.append((query, result["answer"]))
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source_docs = result["source_documents"]
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source_texts = []
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for doc in source_docs:
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source_texts.append(f"Page {doc.metadata['page'] + 1}: {doc.page_content}")
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source_texts_str = "\n\n".join(source_texts)
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for char in result["answer"]:
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history[-1][-1] += char
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yield history, "", source_texts_str
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except Exception:
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app.chat_history.append((query, "I have no information about it. Feed me knowledge, please!"))
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yield history, "", "I have no information about it. Feed me knowledge, please!"
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def render_file(file) -> Image.Image:
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doc = fitz.open(file.name)
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with gr.Tab("Step 2: Process File"):
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process_btn = gr.Button("Process PDF")
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show_img_processed = gr.Image(label="Processed PDF")
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process_status = gr.Textbox(label="Processing Status", interactive=False)
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with gr.Tab("Step 3: Build Vector Database"):
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build_vector_btn = gr.Button("Build Vector Database")
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)
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process_btn.click(
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fn=lambda file: (app.process_file(file), "Processing complete!"),
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inputs=[btn],
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outputs=[show_img_processed, process_status],
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)
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build_vector_btn.click(
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