Augmenters

A group of helper components for deepset AI Platform.

DeepsetAnswerBuilder: Combines with an LLM to generate references to the generated answers.

DeepsetFileDownloader: Used in visual QA to download PDF files.

DeepsetFileUploader: Uploads documents to deepset AI Platform as text files.

DeepsetMetaFieldDocumentGrouper: Groups documents based on a specific property.

DeepsetStaticAnswerBuilder: Generates a fixed response every time it runs. Useful for branching pipelines as the final component of a branch.

ReferencePredictor: Adds references to generated answers using a model trained especially for this.