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.env

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+GOOGLE_API_KEY="AIzaSyA7ruwOEoF2Rnj4qVp2-cH53PDu4uzhJ6U"

app.py

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+from dotenv import load_dotenv
+load_dotenv() ## load all the environemnt variables
+
+import streamlit as st
+import os
+import sqlite3
+
+import google.generativeai as genai
+## Configure Genai Key
+
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+## Function To Load Google Gemini Model and provide queries as response
+
+def get_gemini_response(question,prompt):
+    model=genai.GenerativeModel('gemini-pro')
+    response=model.generate_content([prompt[0],question])
+    return response.text
+
+## Fucntion To retrieve query from the database
+
+def read_sql_query(sql,db):
+    conn=sqlite3.connect(db)
+    cur=conn.cursor()
+    cur.execute(sql)
+    rows=cur.fetchall()
+    conn.commit()
+    conn.close()
+    for row in rows:
+        print(row)
+    return rows
+
+## Define Your Prompt
+prompt=[
+    """
+    You are an expert in converting English questions to SQL query!
+    The SQL database has the name STUDENT and has the following columns - NAME, CLASS, 
+    SECTION \n\nFor example,\nExample 1 - How many entries of records are present?, 
+    the SQL command will be something like this SELECT COUNT(*) FROM STUDENT ;
+    \nExample 2 - Tell me all the students studying in Data Science class?, 
+    the SQL command will be something like this SELECT * FROM STUDENT 
+    where CLASS="Data Science"; 
+    also the sql code should not have ``` in beginning or end and sql word in output
+
+    """
+
+
+]
+
+## Streamlit App
+
+st.set_page_config(page_title="Query Master App")
+st.header("Query Master App")
+
+question=st.text_input("Input: ",key="input")
+
+submit=st.button("Ask the question")
+
+# if submit is clicked
+if submit:
+    response=get_gemini_response(question,prompt)
+    print(response)
+    response=read_sql_query(response,"student.db")
+    st.subheader("The Response is")
+    for row in response:
+        print(row)
+        st.header(row)

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv

sql.py

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+import sqlite3
+
+## Connectt to SQlite
+connection=sqlite3.connect("student.db")
+
+# Create a cursor object to insert record,create table
+
+cursor=connection.cursor()
+
+## create the table
+table_info="""
+Create table STUDENT(NAME VARCHAR(25),CLASS VARCHAR(25),
+SECTION VARCHAR(25),MARKS INT);
+
+"""
+cursor.execute(table_info)
+
+## Insert Some more records
+cursor.execute('''INSERT INTO STUDENT VALUES ('Chandu', 'Data Science', 'A', 100)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Darius', 'Data Science', 'B', 85)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Sudhanshu', 'Devops', 'C', 78)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Vikash', 'Data Science', 'C', 92)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Yateesh', 'Data Science', 'A', 88)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Dinesh', 'Data Science', 'B', 86)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Sushanth', 'Devops', 'C', 79)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Vinay', 'Data Science', 'C', 91)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Krishna', 'Data Science', 'A', 89)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Dileep', 'Data Science', 'B', 87)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Sudheer', 'Devops', 'C', 75)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Vishal', 'Data Science', 'C', 93)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Kishore', 'Data Science', 'A', 94)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Gopi', 'Data Science', 'B', 83)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Kushal', 'Devops', 'C', 77)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Vamsi', 'Data Science', 'C', 90)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('srinu', 'Data Science', 'A', 85)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('David', 'Data Science', 'B', 80)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Sumanth', 'Devops', 'C', 82)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Vineesh', 'Data Science', 'C', 89)''')
+cursor.execute('''INSERT INTO STUDENT VALUES ('Vivek', 'Data Science', 'A', 87)''')
+
+## Disspaly ALl the records
+
+print("The isnerted records are")
+data=cursor.execute('''Select * from STUDENT''')
+for row in data:
+    print(row)
+
+## Commit your changes int he databse
+connection.commit()
+connection.close()