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app.py

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+from dotenv import load_dotenv
+load_dotenv() # load all the envireonment 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
+def get_gemini_response(question, prompt):
+    model = genai.GenerativeModel("gemini-pro")
+    response = model.generate_content([prompt, question])
+    return response.text
+
+# Function to retrieve query from database
+def read_sql_query(query, db):
+    conn = sqlite3.connect(db)
+    cur = conn.cursor()
+    cur.execute(query)
+    rows = cur.fetchall()
+    conn.commit()           #Imp
+    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\n
+    For Example: \n
+    Example1 - How many entires of records are present?, the SQL command will be something like this 
+    SELECT COUNT(*) FROM STUDENT;
+    also all the sql code should not have ''' in the begining or end and sql word in output. \n
+    Exmaple2 - tell me all the students study in Data Science class, the SQL command will be something like this
+    SELECT * FROM STUDENT where CLASS = "Data Science";
+    also all the sql code should not have ''' in the begining or end and sql word in output. \n
+    """
+]
+
+# Strealit app
+st.set_page_config(page_title = "I can retreive 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:
+    resp = get_gemini_response(question=question , prompt=prompt[0])
+    print(resp)
+    response = read_sql_query(query = resp, db="student.db")
+    st.subheader("The Response is")
+    for row in response:
+        print(row)
+        st.header(row)
+
+
+# Can you provide a list of students categorized as "first class" if their marks are greater than 60 and 
+# categorized as "second class" if their marks are lesser than 60
+        
+# Give me the 2nd last ranker name in terms of marks

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv