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.env

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+GOOGLE_API_KEY = "AIzaSyBBrePLC0eqi2LTVio-a7fyFKDqnoB9HdM"

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 API key
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+# Function to load Gemini model and provide sql query as response
+def get_gemini_response(question,prompt):
+    model=genai.GenerativeModel('gemini-pro')
+    response=model.generate_content([prompt[0],question])
+    return response.text
+
+# Funciton to retrieve query from the sql 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="AskSQL")
+
+# App name
+st.markdown("<h4 style='text-align: center;'>AskSQL</h4>", unsafe_allow_html=True)
+
+# Input and submit
+question=st.text_input(" ", key="input", placeholder="Ask question from the database")
+submit=st.button("Submit")
+
+# If submit is clicked
+if submit:
+    response=get_gemini_response(question,prompt)
+    print(response)
+    data=read_sql_query(response,"student.db")
+    for row in data:
+        formatted_row = ', '.join(map(str, row))
+        st.header(formatted_row)

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv