The tool excels in three major scenarios:
1. Agile data analysis::
Marketing teams can directly ask for the "Q3 Top 5 Sales Regions" to get instant access toSELECT region FROM sales WHERE quarter='Q3' ORDER BY volume DESC LIMIT 5The efficiency increase is 3-5 times compared to traditional BI tools.
2. SQL Educational Aids::
Learners input "how to calculate the average salary of each department", the SQL generated by the system will become the best model, together with the CoT reasoning process description, to realize the "problem → thinking process → solution" of the whole chain of learning.
3. Automated reporting system::
By presettingquestions.jsonTemplate library , you can automate the "monthly sales trend" and other routine queries , combined with crontab to achieve the automatic generation of daily reports .
Best Practice Recommendations:
Create a library of few-shot examples for high-frequency queries, utilizing the project-providedrun_preprocess.shContinuously optimize model performance; enable large model enhancement modes such as DeepSeek for complex scenes.
This answer comes from the articleOpenSearch-SQL: An Open Source Tool for Turning Natural Language into SQL QueriesThe
