Start experimenting with your Wisdom AI chatbot to test it.
Provide feedback so the system can create context by itself.
Once you have completed this tutorial, you will have a working chatbot connected to your data and ready to improve through real-time interaction and feedback.
To get started, you first need to connect your existing data source to Wisdom AI so the system can access and prepare your data for use and create reports:
Go to the left sidebar and click on Connections and click on the Add Connection button to start.
This action lets you link your existing data sources to Wisdom AI. Doing so enables the system to scan metadata. For data warehouse connections, it also allows Wisdom AI to fetch data when users ask questions in natural language.
Add a Connection name. Make it representative so it is easy to identify among other connections.
Select the Data Source type.
Access Supported Data Sources to see the complete list of supported datasources by Wisdom AI.
Once selected, add your data source credentials, including:
Account
Warehouse
User
Role
Private Key
Database Filters
After you have added your credentials, click on the Save and Sync metadata button.
After you have added your data source, you will need to select what data you want to use in your project. For this, you will need to create a Domain.
Go to Domains, in the left side bar.
A Domain represents a logical business area or function, such as Sales, Marketing, or Finance. Creating well-defined domains makes data more accessible and relevant to business users.
Click on the Add Domain button. A new window will open.
Enter the Domain name and a Description for it.
Select the database from the dropdown menu. Once selected, the list of tables will be displayed.
Choose the tables that you would like to use and drag and drop them to the working area.
With WisdomAI, you can seamlessly integrate and analyze your existing data stored in CSV files. This common and versatile format allows for quick integration within the platform, enabling you to gain rapid insights directly from your readily available data.To upload CSV files:
Navigate to the Homepage.
Click on the Domain switcher.
Select the Upload CSV file option.
In the modal that opens, you can:
See an example.
Add the CSV file to an existing Domain.
Create a new Domain to add the CSV file.
Drag and drop the file in the corresponding area.
Click on Continue.
In the next window, preview your file and click on Upload and create Table. It will automatically be fully integrated into the selected Domain.
Once your data is set up and selected, you can begin experimenting with your Wisdom AI chatbot to see it in action and test its data analysis capabilities. Here are some example questions you may ask:
“What was our revenue by region last quarter?”
“Show me customer retention by month”
“Which products had the highest growth rate compared to last year?”
While experimenting with your chatbot, you can train it by providing feedback. There are three main ways to do so:
Using the thumbs up/down icons. If your feedback was thumbs down, a new window opens to let you adjust the query accordingly . The more thumbs up/down you provide, the more you will be training the tool to get a high quality correct answer.
By changing the SQL Code.
By Fine-tuning the Context.
Think about the following scenario: you are telling the system that the Report it has created is not correct so you provide the correct data within the chat. If this additional context has not been added through the database tables, you will be able to add it directly through the chat.
In all these cases, the system will use the provided data to adjust the context of your database, modelling it further, and making it possible to provide better answers in a future search, as shown in the example images below.To learn more about how Feedback works, read the related guide Provide Feedback to the System.