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app.py

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+from dotenv import load_dotenv
+load_dotenv()
+
+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
+
+def get_gemini_response(question, prompt):
+    model=genai.GenerativeModel('gemini-pro')
+    response=model.generate_content([prompt[0],question])
+    return response.text
+
+## Function 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\n
+    For example, \nExample1 - 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="I can Retreive Any SQL query")
+st.header("Text to SQL query App")
+
+question=st.text_input("Input: ", key="input")
+submit=st.button("Ask the question")
+
+# if submit is clicked
+if submit:
+    query=get_gemini_response(question,prompt)
+    st.subheader("The SQL query is")
+    st.text(query)
+
+    response=read_sql_query(query, 'student.db')
+    st.subheader("The response is")
+    for row in response:
+        print(row)
+        st.text(row)

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv

sqlite.py

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+import sqlite3
+
+## Connect 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 records
+cursor.execute('''Insert Into STUDENT values('Chris','Data Science', 'A', 91)''')
+cursor.execute('''Insert Into STUDENT values('Ashley','Data Science', 'B', 86)''')
+cursor.execute('''Insert Into STUDENT values('Alex','Data Science', 'A', 99)''')
+cursor.execute('''Insert Into STUDENT values('Doris','Software Development', 'A', 71)''')
+cursor.execute('''Insert Into STUDENT values('Wong','Software Development', 'B', 52)''')
+
+## Display all the records
+print("The inserted records are:")
+data=cursor.execute('''Select * from STUDENT''')
+for row in data:
+    print(row)
+
+## Commit the changes in the database
+connection.commit()
+connection.close()