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app.py

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+from dotenv import load_dotenv
+load_dotenv()           ## load all the environment 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
+
+
+## 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 column - NAME, CLASS, SECTION
+    \n\n For example, \nExample 1 - How many entries of records are present?,
+    the SQL command will be something like this SELECT COUNT(*) FROM STUDENT ;
+    \n Example 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 begining or end and sql word in output
+
+    """
+]
+
+
+
+## SetUp streamlit App
+
+st.set_page_config(page_title="I can Retrieve Any SQL query")
+st.header("Gemini App to Retrieve SQL query")
+
+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==1.34.0
+google-generativeai==0.5.2
+python-dotenv==1.0.1