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NCTCMumbai
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Update app.py
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app.py
CHANGED
@@ -152,7 +152,7 @@ def bot(history, cross_encoder):
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query_doc_pair = [[query, doc] for doc in documents]
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if cross_encoder=='(FAST) MiniLM-L6v2' :
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cross_encoder1 = CrossEncoder('cross-encoder/ms-marco-MiniLM-L-6-v2')
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elif cross_encoder=='(ACCURATE) BGE reranker':
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cross_encoder1 = CrossEncoder('BAAI/bge-reranker-base')
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cross_scores = cross_encoder1.predict(query_doc_pair)
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@@ -184,11 +184,14 @@ with gr.Blocks(theme='Insuz/SimpleIndigo') as demo:
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<h1 style="color: #008000">NIRVACHANA - <span style="color: #008000">Expenditure Observer AI Assistant</span></h1>
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<img src='logo.png' alt="Chatbot" width="50" height="50" />
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</div>""",elem_id='heading')
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<p style="font-family: sans-serif; font-size: 16px;">
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A free chat bot assistant for Expenditure Observers on Compendium on Election Expenditure Monitoring using Open source LLMs. <br>
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The bot can answer questions in natural language, taking relevant extracts from the ECI document which can be accessed <a href="https://www.eci.gov.in/eci-backend/public/api/download?url=LMAhAK6sOPBp%2FNFF0iRfXbEB1EVSLT41NNLRjYNJJP1KivrUxbfqkDatmHy12e%2Fzk1vx4ptJpQsKYHA87guoLjnPUWtHeZgKtEqs%2FyzfTTYIC0newOHHOjl1rl0u3mJBSIq%2Fi7zDsrcP74v%2FKr8UNw%3D%3D" style="color: #00008B; text-decoration: none;">CLICK HERE !</a>.
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</p>
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""", elem_id='Sub-heading')
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usage_count = get_and_increment_value_count(db,collection_name, field_name)
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gr.HTML(value=f"""<p style="font-family: Arial, sans-serif; font-size: 16px;">Developed by Ramesh M IRS (C& CE) (R-19187), Suggestions may be sent to <a href="mailto:[email protected]" style="color: #00008B; font-style: italic;">[email protected]</a>.</p>""", elem_id='Sub-heading1 ')
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@@ -218,7 +221,7 @@ with gr.Blocks(theme='Insuz/SimpleIndigo') as demo:
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)
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txt_btn = gr.Button(value="Submit text", scale=1)
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cross_encoder = gr.Radio(choices=['(FAST) MiniLM-L6v2','(ACCURATE) BGE reranker','(HIGH ACCURATE) ColBERT'], value='(ACCURATE) BGE reranker',label="Embeddings", info="Only First query to Colbert may take litte time)")
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prompt_html = gr.HTML()
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# Turn off interactivity while generating if you click
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query_doc_pair = [[query, doc] for doc in documents]
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if cross_encoder=='(FAST) MiniLM-L6v2' :
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cross_encoder1 = CrossEncoder('cross-encoder/ms-marco-MiniLM-L-6-v2')
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elif cross_encoder=='(FAIRLY ACCURATE) BGE reranker':
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cross_encoder1 = CrossEncoder('BAAI/bge-reranker-base')
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cross_scores = cross_encoder1.predict(query_doc_pair)
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<h1 style="color: #008000">NIRVACHANA - <span style="color: #008000">Expenditure Observer AI Assistant</span></h1>
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<img src='logo.png' alt="Chatbot" width="50" height="50" />
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</div>""",elem_id='heading')
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gr.HTML(value=f"""
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<p style="font-family: sans-serif; font-size: 16px;">
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A free chat bot assistant for Expenditure Observers on Compendium on Election Expenditure Monitoring using Open source LLMs. <br>
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The bot can answer questions in natural language, taking relevant extracts from the ECI document which can be accessed <a href="https://www.eci.gov.in/eci-backend/public/api/download?url=LMAhAK6sOPBp%2FNFF0iRfXbEB1EVSLT41NNLRjYNJJP1KivrUxbfqkDatmHy12e%2Fzk1vx4ptJpQsKYHA87guoLjnPUWtHeZgKtEqs%2FyzfTTYIC0newOHHOjl1rl0u3mJBSIq%2Fi7zDsrcP74v%2FKr8UNw%3D%3D" style="color: #00008B; text-decoration: none;">CLICK HERE !</a>.
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</p>
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<p style="font-family: sans-serif; font-size: 14px; color: #808080;">
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Disclaimer: This is an independent initiative and AI responses are guidance in nature. It is advised to reconfirm with the latest ECI circulars/instructions.
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</p>
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""", elem_id='Sub-heading')
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usage_count = get_and_increment_value_count(db,collection_name, field_name)
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gr.HTML(value=f"""<p style="font-family: Arial, sans-serif; font-size: 16px;">Developed by Ramesh M IRS (C& CE) (R-19187), Suggestions may be sent to <a href="mailto:[email protected]" style="color: #00008B; font-style: italic;">[email protected]</a>.</p>""", elem_id='Sub-heading1 ')
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)
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txt_btn = gr.Button(value="Submit text", scale=1)
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cross_encoder = gr.Radio(choices=['(FAST) MiniLM-L6v2','(FAIRLY ACCURATE) BGE reranker','(HIGH ACCURATE) ColBERT'], value='(FAIRLY ACCURATE) BGE reranker',label="Embeddings", info="Only First query to Colbert may take litte time)")
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prompt_html = gr.HTML()
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# Turn off interactivity while generating if you click
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