SQL query agent evaluation and finetuning
Manually annotated mappings between several tables, records to form optimal prompt context via YAML files for the agent's knowledgebase we developed at Salesforce. Also curated usery query driven examples for input prompting to expected output and develop the agent's style of answering. Maintained rubrics by guard rails to avoid privacy breach and data leakage. Guided contexts to ensure completeness and data quality.