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Update app.py
Browse files
app.py
CHANGED
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@@ -38,6 +38,7 @@ def get_default_config():
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"index_directory": "./index",
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},
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"models": {
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"embedding": "sentence-transformers/all-MiniLM-L6-v2",
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"qa": "deepset/roberta-base-squad2",
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},
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@@ -402,13 +403,32 @@ print("=" * 50)
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# -----------------------------
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def rag_respond(message, history):
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"""Handle chat messages for chatbot UI"""
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if not message or not str(message).strip():
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return "", history
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user_msg = str(message)
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bot_reply = rag_index.answer(user_msg)
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return "", history
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@@ -425,7 +445,6 @@ def upload_to_kb(files):
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for f in files:
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# Gradio File object or temp file path
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# In older Gradio, `f.name` is the temp file path
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src_path = getattr(f, "name", None) or str(f)
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if not os.path.exists(src_path):
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continue
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@@ -463,7 +482,7 @@ def rebuild_index():
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)
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# Description + examples
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description = WELCOME_MSG
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if not rag_index.initialized or rag_index.index is None or not rag_index.chunks:
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description += (
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@@ -489,39 +508,20 @@ with gr.Blocks(title=CONFIG["client"]["name"]) as demo:
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gr.Markdown(description)
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with gr.Tab("Chat"):
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chatbot = gr.Chatbot(label="RAG Chat")
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with gr.Row():
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txt = gr.Textbox(
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show_label=False,
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placeholder="Ask a question about your documents...",
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lines=2,
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)
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with gr.Row():
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send_btn = gr.Button("Send")
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clear_btn = gr.Button("Clear")
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#
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if examples:
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gr.Markdown("### Example questions")
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example_btns = []
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with gr.Row():
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for ex in examples:
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example_btns.append(gr.Button(ex))
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def use_example(example, history):
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"""When clicking an example, send it as a message"""
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bot_reply = rag_index.answer(example)
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history = history + [[example, bot_reply]]
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return history
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for btn, ex in zip(example_btns, examples):
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btn.click(
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use_example,
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inputs=[gr.State(ex), chatbot],
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outputs=chatbot,
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)
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# Chat logic wiring
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txt.submit(rag_respond, [txt, chatbot], [txt, chatbot])
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send_btn.click(rag_respond, [txt, chatbot], [txt, chatbot])
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clear_btn.click(lambda: ([], ""), None, [chatbot, txt])
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"index_directory": "./index",
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},
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"models": {
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# You can also use "all-MiniLM-L6-v2" here, but this path works well on HF
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"embedding": "sentence-transformers/all-MiniLM-L6-v2",
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"qa": "deepset/roberta-base-squad2",
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},
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# -----------------------------
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def rag_respond(message, history):
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"""Handle chat messages for chatbot UI (messages format)"""
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if history is None:
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history = []
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if not message or not str(message).strip():
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# Keep history unchanged, just clear input
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return "", history
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user_msg = str(message)
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# Append user message
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history.append({
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"role": "user",
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"content": user_msg,
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})
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# Get bot reply
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bot_reply = rag_index.answer(user_msg)
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# Append assistant message
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history.append({
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"role": "assistant",
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"content": bot_reply,
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})
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# Clear textbox, return updated history
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return "", history
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for f in files:
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# Gradio File object or temp file path
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src_path = getattr(f, "name", None) or str(f)
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if not os.path.exists(src_path):
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continue
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)
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# Description + (optional) examples
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description = WELCOME_MSG
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if not rag_index.initialized or rag_index.index is None or not rag_index.chunks:
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description += (
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gr.Markdown(description)
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with gr.Tab("Chat"):
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chatbot = gr.Chatbot(label="RAG Chat") # messages-format by default
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with gr.Row():
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txt = gr.Textbox(
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show_label=False,
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placeholder="Ask a question about your documents and press Enter to send...",
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lines=2,
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)
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with gr.Row():
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send_btn = gr.Button("Send")
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clear_btn = gr.Button("Clear")
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# Enter submits, Send button also submits
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txt.submit(rag_respond, [txt, chatbot], [txt, chatbot])
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send_btn.click(rag_respond, [txt, chatbot], [txt, chatbot])
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clear_btn.click(lambda: ([], ""), None, [chatbot, txt])
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