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7 changes: 3 additions & 4 deletions labs/Lab_2_Data_Analytics/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,10 +26,9 @@ You can use an existing SQL database or the default SQLlite embedded database (*

## Appplication Overview

There are two applications:

- **SQL Query Writing Assistant**: a simple application that translate business question into SQL query language then execute and display result.
- **Data Analysis Assistant**: a more sophisticated application to perform advanced data analytics such as statisical analysis and forecasting. Here we demonstrate the use of [Chain of Thought](https://arxiv.org/abs/2201.11903) and [React](https://arxiv.org/abs/2210.03629) techniques to perform multi-step processing where the next step in the chain also depends on the observation/result from the previous step.
- **SQL Query Writing Assistant**: Translates business question into SQL query language, then executes and displays the result.

- **Data Analysis Assistant**: A more sophisticated application to perform advanced data analytics such as statisical analysis and forecasting. Here we demonstrate the use of [Chain of Thought](https://arxiv.org/abs/2201.11903) and [React](https://arxiv.org/abs/2210.03629) techniques to perform multi-step processing where the next step in the chain also depends on the observation/result from the previous step.

### First Appication: Use SQL Query Writing Assistant

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