Generates synonyms from a column of keywords using an LLM, returning a table that can be used by the M|Box Alias Generator by exorbyte.
This component generates a user-specified number of synonyms for each word in a string column.
Inputs:
A data table that includes a column with keywords for which synonyms will be generated.
An LLM connector to run the synonym generation prompt.
Configurations:
Keyword column: Select the column of the data input that contains the keywords for synonym generation.
Synonym Quantity: Specify how many synonyms of each keyword should be generated.
Chunk Size: Specify how many keywords should be processed by the LLM at each interation.
Context: Provide semantic context to make the synonym generation more precise.
The component separates the data into chunks and feeds each chunk of keywords into the LLM for synonym generation.
The results are returned as a structured table, containing one column of keywords and one column of synonyms, with one row for each synonym.