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Runtime error
Runtime error
Mehdi BESSAA
commited on
Commit
·
b73e690
1
Parent(s):
9906fd4
feat: documents loaded are now listed, UI polished and example added
Browse files- app.py +77 -11
- requirements.txt +2 -1
app.py
CHANGED
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@@ -1,20 +1,86 @@
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import gradio as gr
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from llama_index import GPTSimpleVectorIndex
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msg = gr.Textbox()
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clear = gr.Button("Clear")
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msg.submit(respond, [msg, chatbot], [msg, chatbot])
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if __name__ == "__main__":
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global index
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index = GPTSimpleVectorIndex.load_from_disk('email.json')
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demo.launch()
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import time
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import pandas as pd
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import gradio as gr
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from llama_index import GPTSimpleVectorIndex
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title = "Confidential forensics tool with ChatGPT"
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examples = ["Who is Phillip Allen?", "What is the project in Austin is about?", "Give me more details about the real estate project"]
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index = GPTSimpleVectorIndex.load_from_disk('email.json')
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docs_arr = []
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for doc in index.docstore.docs:
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docs_arr.append(doc)
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dat_fr = pd.DataFrame({"Documents loaded": docs_arr})
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def respond_upload(btn_upload, message, chat_history):
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time.sleep(2)
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message = "***File uploaded***"
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bot_message = "Your document has been uploaded and will be accounted for your queries."
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chat_history.append((message, bot_message))
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return btn_upload, "", chat_history
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def respond2(message, chat_history, box, btn):
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if len(message.strip()) < 1:
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message = "***Empty***"
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bot_message = "Oops, it looks like your query was not valid. Please make sure you typed something in your text box and then try again."
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else:
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try:
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bot_message = str(index.query(message)).strip()
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except:
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bot_message = "An error occured when handling your query, please try again."
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chat_history.append((message, bot_message))
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return message, chat_history, box
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def respond(message, chat_history):
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if len(message.strip()) < 1:
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message = "***Empty***"
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bot_message = "Oops, it looks like your query was not valid. Please make sure you typed something in your text box and then try again."
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else:
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try:
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bot_message = str(index.query(message)).strip()
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except:
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bot_message = "An error occured when handling your query, please try again."
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chat_history.append((message, bot_message))
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return "", chat_history
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with gr.Blocks(title=title) as demo:
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gr.Markdown(
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"""
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# """ + title + """
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...
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""")
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dat = gr.Dataframe(
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value=dat_fr
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)
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gr.Markdown(
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"""
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## Chatbot
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""")
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chatbot = gr.Chatbot().style(height=400)
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with gr.Row():
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with gr.Column(scale=0.70):
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msg = gr.Textbox(
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show_label=False,
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placeholder="Enter text and press enter, or click on Send.",
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).style(container=False)
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with gr.Column(scale=0.15, min_width=0):
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btn_send = gr.Button("Send your query")
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with gr.Column(scale=0.15, min_width=0):
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btn_upload = gr.UploadButton("Upload a new document...", file_types=["text"])
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with gr.Row():
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gr.Markdown(
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"""
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Example of queries
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""")
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i = 0
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for ex in examples:
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btn = gr.Button(examples[i])
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btn.click(respond2, [btn, chatbot, msg], [btn, chatbot, msg])
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i += 1
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msg.submit(respond, [msg, chatbot], [msg, chatbot])
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btn_send.click(respond, [msg, chatbot], [msg, chatbot])
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btn_upload.upload(respond_upload, [btn_upload, msg, chatbot], [btn_upload, msg, chatbot])
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if __name__ == "__main__":
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demo.launch()
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requirements.txt
CHANGED
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@@ -1,2 +1,3 @@
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gradio
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-
llama_index
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gradio
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+
llama_index
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+
pandas
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