Upload copy_of_sql_gpt_3_notebook.py

copy_of_sql_gpt_3_notebook.py

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+# -*- coding: utf-8 -*-
+"""Copy of sql gpt-3-notebook.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1yIUz4HcpR_67B1cM7e-TotZIlqF3IcXl
+"""
+
+!pip install openai
+
+import json
+import openai
+
+with open('GPT_SECRET_KEY.json') as f:
+    data = json.load(f)
+
+openai.api_key = data["API_KEY"]
+
+from gpt import GPT
+from gpt import Example
+
+gpt = GPT(engine="davinci",
+          temperature=0.6,
+          max_tokens=100)
+
+"""# Adding Examples for GPT Model"""
+
+gpt.add_example(Example('Fetch unique values of DEPARTMENT from Worker table.', 
+                        'Select distinct DEPARTMENT from Worker;'))
+
+gpt.add_example(Example('Print the first three characters of FIRST_NAME from Worker table.', 
+                        'Select substring(FIRST_NAME,1,3) from Worker;'))
+
+gpt.add_example(Example("Find the position of the alphabet ('a') in the first name column 'Amitabh' from Worker table.", 
+                        "Select INSTR(FIRST_NAME, BINARY'a') from Worker where FIRST_NAME = 'Amitabh';"))
+
+gpt.add_example(Example("Print the FIRST_NAME from Worker table after replacing 'a' with 'A'.", 
+                        "Select CONCAT(FIRST_NAME, ' ', LAST_NAME) AS 'COMPLETE_NAME' from Worker;"))
+
+gpt.add_example(Example("Display the second highest salary from the Worker table.", 
+                        "Select max(Salary) from Worker where Salary not in (Select max(Salary) from Worker);"))
+
+gpt.add_example(Example("Display the highest salary from the Worker table.", 
+                        "Select max(Salary) from Worker;"))
+
+gpt.add_example(Example("Fetch the count of employees working in the department Admin.", 
+                        "SELECT COUNT(*) FROM worker WHERE DEPARTMENT = 'Admin';"))
+
+gpt.add_example(Example("Get all details of the Workers whose SALARY lies between 100000 and 500000.", 
+                        "Select * from Worker where SALARY between 100000 and 500000;"))
+
+gpt.add_example(Example("Get Salary details of the Workers", 
+                        "Select Salary from Worker"))
+
+"""# Example 1"""
+
+prompt = "Display sum of salaries which are less than 5000  from table."
+
+output = gpt.submit_request(prompt)
+
+output.choices[0].text
+
+"""# Example 2"""
+
+prompt = "Tell me the count of employees working in the department HR."
+
+output = gpt.submit_request(prompt)
+
+output.choices[0].text
+
+"""# Example 3"""
+
+prompt = "Get salary details of the Workers whose AGE lies between 25 and 55"
+
+print(gpt.get_top_reply(prompt))
+
+prompt = "Get the full name of employee from employee table"
+
+print(gpt.get_top_reply(prompt))
+
+pip! install gradio
+
+!nvidia-smi
+
+!pip install gradio
+