Update app.py

app.py

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+from  dotenv import load_dotenv
+load_dotenv()
+
+import streamlit as st
+import google.generativeai as genai
+import sqlite3
+import os
+
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+model=genai.GenerativeModel('gemini-pro')
+
+
+#dun to retrieve query from the sql database
+
+def read_sql_query(sql,db):
+    conn=sqlite3.connect(db)
+    cursor=conn.cursor()
+    cursor.execute(sql)
+    rows=cursor.fetchall()
+    conn.commit()
+    conn.close()
+
+    for row in rows:
+        print(row)
+    return rows
+
+# prompt="""
+# you are a professinal sql query expert, i will provide input what i want from database 
+# ,you give me the query without quotes are comma or " "  double quotes or ```, just give me query
+# """
+
+
+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"; 
+    \nExample 3-i marks should be greater 40 and atleast 2 person have score above 40 , retrive that class
+    the SQL command will be something like this SELECT CLASS FROM STUDENT GROUP BY CLASS HAVING COUNT(*) >= 2 AND AVG(MARKS) > 50;
+    \nExample 4-Find the names and marks of students in the Science class who have scored more than 60 marks.
+    SQL Command Example: SELECT NAME, MARKS FROM STUDENT WHERE CLASS='Science' AND MARKS > 60;
+    \nExample 5-List the classes with the highest average marks.
+    SQL Command Example: SELECT CLASS FROM STUDENT GROUP BY CLASS HAVING AVG(MARKS) = (SELECT MAX(AVG(MARKS)) FROM STUDENT GROUP BY CLASS);
+    
+    also the sql code should not have ``` in beginning or end and sql word in output
+     
+    """
+
+
+]
+
+ 
+
+def gemini_sql_query(prompt,input):
+    response=model.generate_content([prompt[0],input])
+    return response.text
+
+
+st.set_page_config("chat pdf")
+st.header("chat with pdf using gemini")
+
+input=st.text_input("enter the query")
+submit=st.button("submit")
+
+
+
+
+if submit:
+    query=gemini_sql_query(prompt,input)
+    response=read_sql_query(query,"student.db")
+    print(query)
+    st.header("response")
+    for row in response:
+    # Convert integers to strings
+        values = [str(value) for value in row]
+    # Write the values to the Streamlit component
+        st.write(*values)
+
+