Create app.py

app.py

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+from dotenv import 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"))
+
+def get_gemini_response(question, prompt):
+    model = genai.GenerativeModel('gemini-pro')
+    response = model.generate_content([prompt[0], question])
+    return response.text.strip()
+
+def read_sql_query(sql, db):
+    conn = sqlite3.connect(db)
+    cur = conn.cursor()
+    cur.execute(sql)
+    rows = cur.fetchall()
+    conn.commit()
+    conn.close()
+    return rows
+
+# Prompt for the application
+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"; 
+    """
+]
+
+# Streamlit app
+st.set_page_config(page_title="Text to SQL Query Converter")
+st.title("Text to SQL Query Converter")
+
+# User input
+question = st.text_input("Enter your question:", key="input")
+
+# Submit button
+if st.button("Convert to SQL Query"):
+    if not question:
+        st.error("Please enter a question.")
+    else:
+        # Generate SQL query from the question
+        sql_query = get_gemini_response(question, prompt)
+        st.write("SQL Query:")
+        st.code(sql_query)
+
+        # Execute the SQL query and display results
+        try:
+            results = read_sql_query(sql_query, "student.db")
+            if results:
+                st.success("Query executed successfully. Results:")
+                st.table(results)
+            else:
+                st.warning("No results found.")
+        except Exception as e:
+            st.error(f"An error occurred: {e}")