Information schema
The information schema is used to create structured data from unstructured data like PDF files, text files etc. This structured information provides insights into important information from large files with the help of LLM models, which can be used for decision-making and querying the bot.
The steps to create and use information schema are as follows -
From the available knowledge bases, select one to create an information schema.
Navigate to the Information Schema tab and click the ‘Add’ button.
A screen will appear where you can name the schema and click the ‘Add’ button.
Now, you can provide the column details you want to extract from the unstructured data. Here, you can provide the Column Name, Data Type, and Prompt for retrieving data. If needed, you can add multiple columns and click on the ‘Update’ button to save it.
Hit the ‘Run Schema’ button on top to run the information schema you have created.
This will redirect you to the ‘Data Preview’ tab, where you can view the result. Using the information schema result, you will be able to query data using both knowledge base data and the information schema created.
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