Update README.md

README.md

@@ -41,6 +41,11 @@ T5-SQL-Translator is a fine-tuned version of the Google T5-small model, speciali
    ```
 ## Inference
   ```python
+# Load model directly
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+tokenizer = AutoTokenizer.from_pretrained("suriya7/t5-base-text-to-sql")
+model = AutoModelForSeq2SeqLM.from_pretrained("suriya7/t5-base-text-to-sql")
 
 def translate_to_sql_select(english_query):
     input_text = "translate English to SQL: "english_query
@@ -52,7 +57,7 @@ def translate_to_sql_select(english_query):
 # Example usage
 english_query = "Show all employees with salary greater than $50000"
 sql_query = translate_to_sql_select(english_query)
-print("SQL SELECT Query:", sql_query)
+print("SQL Query:", sql_query)
 ```