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app.py
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@@ -52,7 +52,7 @@ demo = gr.Blocks()
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with demo:
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gr.Markdown("<h1><center>Zero Shot SQL by Bloom</center></h1>")
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gr.Markdown(
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"""[BigScienceW Bloom](https://twitter.com/BigscienceW) \n\n Large language models have demonstrated a capability of Zero-Shot SQL generation. Some might say — You can get good results out of LLMs if you know how to speak to them. This space is an attempt at inspecting this behavior/capability in the new HuggingFace BigScienceW [Bloom](https://huggingface.co/bigscience/bloom) model. \n\nThis Space is created by [Yuvraj Sharma](https://twitter.com/yvrjsharma) for EuroPython 2022 Demo.\nThe Prompt length is limited at the API end right now, thus there is a certain limitation in testing Bloom's capability thoroughly.\
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)
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with gr.Row():
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@@ -65,14 +65,14 @@ with demo:
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"Instruction: Given an input question, respond with syntactically correct PostgreSQL. Only use table called 'employees'.\nInput: Select names of all theemployees who have third character in their name as 't'.\nPostgreSQL query: ",
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"Instruction: Given an input question, respond with syntactically correct PostgreSQL. Only use table called 'employees'.\nInput: Select names of all the employees who are working under 'Peter'\nPostgreSQL query: ", ], label= "Choose a sample Prompt")
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with gr.Row():
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generated_txt = gr.Textbox(lines=3)
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b1.click(sql_generate,inputs=[example_prompt, input_prompt_sql], outputs=generated_txt)
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demo.launch(enable_queue=True, debug=True)
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with demo:
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gr.Markdown("<h1><center>Zero Shot SQL by Bloom</center></h1>")
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gr.Markdown(
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"""[BigScienceW Bloom](https://twitter.com/BigscienceW) \n\n Large language models have demonstrated a capability of Zero-Shot SQL generation. Some might say — You can get good results out of LLMs if you know how to speak to them. This space is an attempt at inspecting this behavior/capability in the new HuggingFace BigScienceW [Bloom](https://huggingface.co/bigscience/bloom) model. \n\nThis Space is created by [Yuvraj Sharma](https://twitter.com/yvrjsharma) for EuroPython 2022 Demo.\nThe Prompt length is limited at the API end right now, thus there is a certain limitation in testing Bloom's capability thoroughly.\nThis Space might sometime fail due to inference queue being full and logs would end up showing error as *'queue full, try again later'*, in such cases please try again after few minutes. Please note that, longer prompts might not work as well and the Space could error out with Response code [500] or *'A very long prompt, temporarily not accepting these'* message in the logs.\nStill iterating over the app, might be able to improve it further soon.."""
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)
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with gr.Row():
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"Instruction: Given an input question, respond with syntactically correct PostgreSQL. Only use table called 'employees'.\nInput: Select names of all theemployees who have third character in their name as 't'.\nPostgreSQL query: ",
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"Instruction: Given an input question, respond with syntactically correct PostgreSQL. Only use table called 'employees'.\nInput: Select names of all the employees who are working under 'Peter'\nPostgreSQL query: ", ], label= "Choose a sample Prompt")
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with gr.Column:
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input_prompt_sql = gr.Textbox(label="Or Write text following the example pattern given below, to get SQL commands...", value="Only use table called 'department'.\nInput: Select names of all the departments in descending alphabetical order of department names.\nPostgreSQL query: ", lines=5)
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b1 = gr.Button("Generate SQL")
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with gr.Row():
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generated_txt = gr.Textbox(lines=3)
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b1.click(sql_generate,inputs=[example_prompt, input_prompt_sql], outputs=generated_txt)
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demo.launch(enable_queue=True, debug=True)
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