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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 API key
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+#Load gemini model
+
+def get_gemini_response(question,prompt):
+    model = genai.GenerativeModel('gemini-pro')
+    response = model.generate_content([prompt[0],question])
+    return response.text
+
+def read_sql_query(query,db):
+    conn = sqlite3.connect(db)
+    cur = conn.cursor()
+    cur.execute(query)
+    rows = cur.fetchall()
+    conn.commit()
+    conn.close()
+    for row in rows:
+        print(row)
+    return rows
+
+#Prompt definition
+prompt = [
+"""
+You are an expert in converting English questions to SQL code!
+The SQL database has the name STUDENT and the following columns - NAME , CLASS , SECTION\n\n
+For example,\n Example 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 AI class?,
+the SQL command will be something like this SELECT * FROM STUDENT WHERE CLASS = "AI";
+also the sql code should not have ``` in the beginning or end and sql word in output
+
+"""
+]
+
+#Streamlit app
+
+st.set_page_config(page_title="I can retreive any SQL query")
+st.header("Gemini App to retrieve any 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