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app.py

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+from dotenv import load_dotenv
+load_dotenv()#take environment variables from .env.
+
+import streamlit as st
+import os 
+import  sqlite3
+
+import google.generativeai as genai
+
+#Configure genAi key 
+
+
+genai.configure(api_key=os.getenv("GENAI_API_KEY"))
+
+#Function to load Google Gemini Model 
+
+
+def get_gemini_Response(question,promopt):
+    model=genai.GenerativeModel("gemini-pro")
+    response=model.generate_content([promopt[0],question])
+    return response.text
+
+
+## function to retrive query form the db 
+
+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)
+         st.write(row)
+    return rows
+
+
+
+##Define Your Prompt 
+
+prompt=[
+    """
+    You are an expert in a converting english questions to SQL query !
+    The SQL database has the name STUDENT and has the following columns - NAME,CLASS,SECTION   
+    \n\n
+
+    Example 1- How many entries of reacords are there in the table STUDENT ?,
+    The sql command will be something like SELECT COUNT(*) FROM STUDENT;
+    \n 
+    Example 2-tell me all the Students studying in Data Science class ?,
+    The sql command will be something like SELECT * FROM STUDENT where CLASS='Data Science';
+
+    also the sql code should not have ``` in the beginning and end and sql word in output 
+  """
+
+]
+
+
+
+
+##Streamlit APplication
+
+st.set_page_config(page_title="SQL Query Generator",page_icon="🔍",layout="wide")
+
+st.header("Gemini App to return SQL data from the database")
+
+question=st.text_input("Input: ",key="input")
+
+submit=st.button("Ask the question")
+
+
+#if submit is cliked 
+
+if submit:
+    response = get_gemini_Response(question, prompt)
+    print(response)
+    data = read_sql_query(response, "student.db")
+    print(data)
+    st.subheader("Response is : ")
+    for row in data:
+        print(row)
+        st.header(row)  
+
+
+
+
+
+

requirements.txt

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+streamlit
+google-generativeai
+python-dotenv