initial setup

.gitignore

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+venv
+.env

app.py

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+from dotenv import load_dotenv
+load_dotenv() ## load all the env valriable
+
+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 retrive 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 prompt
+prompt=[
+    """
+    You are an expert in connecting 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 DS class?, 
+      the SQL command will be something like this SELECT * FROM Student 
+      where Class="DS"; 
+      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 retrive any SQL query")
+st.header("Gemini App To Retrive SQL Data")
+
+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

sqlite.py

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+import sqlite3
+
+## connect to sqlite
+connection=sqlite3.connect("student.db")
+
+## create a cursor object to inset record,create table
+
+cursor = connection.cursor()
+
+## create the table
+table_info="""
+create table Student(
+    Name varchar(50),
+    Class varchar(25),
+    Section varchar(25),
+    Mark int
+    );
+"""
+cursor.execute(table_info)
+
+## insert some records
+
+cursor.execute('''insert into Student values('Test1','DS','A',99)''')
+cursor.execute('''insert into Student values('Test2','DS','B',95)''')
+cursor.execute('''insert into Student values('Test3','DS','C',90)''')
+cursor.execute('''insert into Student values('Test4','DO','A',80)''')
+cursor.execute('''insert into Student values('Test5','DO','B',85)''')
+
+## Display all the records
+
+print("The inserted records are")
+data = cursor.execute('''Select * from Student''')
+for row in data:
+    print(row)
+connection.commit()
+connection.close()