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import ollama
from db import get_connection
import mysql.connector
def text_to_sql(user_query):
prompt = f"""
Convert the following natural language query into an SQL statement for MySQL:
Query: "{user_query}"
Ensure the query is syntactically correct and does not contain harmful operations.
Only return the SQL query without any explanation.
"""
# Update the model name to 'llama3.2:latest'
response = ollama.chat(model="llama3.2:latest", messages=[{"role": "user", "content": prompt}])
sql_query = response['message']['content'].strip()
return sql_query
# Uncomment this section if you wish to connect with mysql and fill out your credentials in db.py
'''def execute_sql_query(user_query):
sql_query = text_to_sql(user_query)
try:
conn = get_connection()
cursor = conn.cursor()
cursor.execute(sql_query)
result = cursor.fetchall()
except mysql.connector.Error as e:
return {"error": f"MySQL Error: {e}"}
except Exception as e:
return {"error": str(e)}
finally:
conn.close() # Ensure connection is closed even if an error occurs
return result'''
# Example usage
if __name__ == "__main__":
user_input = "Show me all users whose first name starts with the letter j in the first_name column."
print(text_to_sql(user_input))