| from dotenv import load_dotenv |
| load_dotenv() |
|
|
| import streamlit as st |
| import os |
| import sqlite3 |
|
|
| import google.generativeai as genai |
|
|
| |
|
|
| genai.configure(api_key=os.getenv("GOOGLE_API_KEY")) |
|
|
| |
|
|
| 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): |
| conn = sqlite3.connect(db) |
| cur = conn.cursor() |
| cur.execute(sql) |
| rows = cur.fetchall() |
| |
| conn.close() |
| for row in rows: |
| print(row) |
| return rows |
|
|
| |
| prompt=[ |
| """ |
| You are an expert in connecting 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 DS class?, |
| the SQL command will be something like this SELECT * FROM Student |
| where Class="DS"; |
| also the sql code should not have ``` in beginning or end and sql word in output |
| """ |
| ] |
|
|
| |
|
|
| st.set_page_config(page_title="I can retrive any SQL query") |
| st.header("Gemini App To Retrive SQL Data") |
|
|
| question=st.text_input("Input: ",key="input") |
| submit=st.button("Ask the question") |
|
|
| |
| 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) |
| |
