hf_ez_question_answering: Answer Questions about a Text based on Context

In farach/huggingfaceR: Hugging Face State-of-the-Art Models in R

Answer Questions about a Text based on Context

Description

Want to have a nice know-it-all bot that can answer any question?

Usage

hf_ez_question_answering(
  model_id = "deepset/roberta-base-squad2",
  use_api = FALSE
)

Arguments

model_id	A model_id. Run hf_search_models(...) for model_ids. Defaults to 'deepset/roberta-base-squad2'.
use_api	Whether to use the Inference API to run the model (TRUE) or download and run the model locally (FALSE). Defaults to FALSE

Value

A question answering object

See Also

https://huggingface.co/docs/api-inference/detailed_parameters#question-answering-task

Examples

## Not run: 
# Load the default model and use local inference
ez <- hf_ez_question_answering()
ez$infer(question = "What's my name?", context = "My name is Clara and I live in Berkeley.")

# Use the api for inference.
ez <- hf_ez_fill_mask(use_api = TRUE)
ez$infer(question = "What's my name?", context = "My name is Clara and I live in Berkeley.")

## End(Not run)

farach/huggingfaceR documentation built on Feb. 4, 2023, 10:31 p.m.