LLM
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
Verify if a statement about the text is true or not
Specify the model to use
Data
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. |