Upload 4 files

app.py

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+from dotenv import load_dotenv
+load_dotenv()
+import streamlit as st
+import os
+import google.generativeai as genai
+from PIL import Image
+import sqlite3
+
+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(sql,db):
+    connection=sqlite3.connect('student.db')
+    cursor=connection.cursor()
+    cursor.execute(sql)
+    rows=cursor.fetchall()
+    connection.commit()
+    connection.close()
+    for row in rows:
+        print(row)
+    return rows
+
+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, roll, 
+    section,marks \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 A section?, 
+    the SQL command will be something like this SELECT * FROM student 
+    where section="A"; 
+    also the sql code should not have ``` in beginning or end and sql word in output
+"""
+]
+
+
+st.set_page_config(page_title="SQL Query Generator",page_icon="📊")
+st.title("SQL Query Generator")
+st.write("This app generates SQL queries based on the questions asked by the user.")
+question=st.text_input("Enter your question here:",key="input")
+submit=st.button("Generate SQL Query")
+
+if submit:
+    response=get_gemini_response(question,prompt)
+    st.write(response)
+    rows=read_sql_query(response,"student.db")
+    for row in rows:
+        st.write(row)

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv
+langchain
+PyPDF2
+faiss-cpu
+langchain_google_genai

sql.py

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+import sqlite3
+
+connection=sqlite3.connect('student.db')
+cursor=connection.cursor()
+table_info="""
+
+CREATE TABLE student(name TEXT,roll TEXT,section TEXT,marks INT)
+
+"""
+
+cursor.execute(table_info)
+
+cursor.execute("INSERT INTO student VALUES('Rahul','10','A',90)")
+cursor.execute("INSERT INTO student VALUES('MOHIT','19','B',80)")
+cursor.execute("INSERT INTO student VALUES('RAJ','13','C',70)")
+cursor.execute("INSERT INTO student VALUES('POHIT','18','D',60)")
+
+print("Data inserted successfully")
+
+data=cursor.execute("SELECT * FROM student")
+
+for i in data:
+    print(i)
+
+connection.commit()
+connection.close()