llm_classify() llm_vec_classify()
Categorize data as one of options given
Send a custom prompt to the LLM
llm_extract() llm_vec_extract()
Extract entities from text
llm_sentiment() llm_vec_sentiment()
Sentiment analysis
llm_summarize() llm_vec_summarize()
Summarize text
llm_translate() llm_vec_translate()
Translates text to a specific language
Specify the model to use
Verify if a statement about the text is true or not
Mini reviews data set
Extension to Polars that add ability to use an LLM to run batch predictions over a data frame
Name | Description |
---|---|
classify | Classify text into specific categories. |
custom | Provide the full prompt that the LLM will process. |
extract | Pull a specific label from the text. |
sentiment | Use an LLM to run a sentiment analysis |
summarize | Summarize the text down to a specific number of words. |
translate | Translate text into another language. |
use | Define the model, backend, and other options to use to |
verify | Check to see if something is true about the text. |