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| from dotenv import load_dotenv | |
| load_dotenv() ## load all the environemnt 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 | |
| ## Fucntion 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 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"; And show me the data in tabular format if possible. | |
| also the sql code should not have ``` in beginning or end and sql word in output | |
| """ | |
| ] | |
| ## Streamlit App | |
| st.set_page_config(page_title="I can Retrieve Any SQL query") | |
| st.header("Gemini App To Retrieve 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) | |