Merge pull request #520 from zyclove/ai-sql-optimize

feat: add  Validate the syntax of the output SQL to ensure it is correct and executable.

Author: zainhoda

src/vanna/base/base.py

@@ -577,6 +577,7 @@ def get_sql_prompt(
             "3. If the provided context is insufficient, please explain why it can't be generated. \n"
             "4. Please use the most relevant table(s). \n"
             "5. If the question has been asked and answered before, please repeat the answer exactly as it was given before. \n"
+            f"6. Ensure that the output SQL is {self.dialect}-compliant and executable, and free of syntax errors. \n"
         )
 
         message_log = [self.system_message(initial_prompt)]
@@ -1087,7 +1088,7 @@ def run_sql_clickhouse(sql: str) -> Union[pd.DataFrame, None]:
 
                 except Exception as e:
                     raise e
-        
+
         self.run_sql_is_set = True
         self.run_sql = run_sql_clickhouse