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JoinAnswers

The JoinAnswers node takes answers from two individual Reader nodes as input and joins them to product a single list of answers.

A typical use case for JoinAnswers is as follows:

  • Your documents contain different types of data, for example tables and text
  • You use the RouteDocuments node to split your documents by content type
  • You use a different reader for each document type and you get predicted answers form each reader separately
  • You use the JoinAnswers node to join the answers in a single list

Here's what an example pipeline with the JoinAnswers node could look like: image

Usage

When initializing this node, you must specify the join mode that you want to use. There are two modes available:

  • concatenate Combines documents from multiple readers
  • merge Aggregates scores of individual answers. If you use this option, you can also specify the weights parameter which assigns importance to the input nodes. By default, all nodes are assigned equal weight.

Optionally, you can use the top_k parameter to specify the number of answers to be displayed.

This code initializes JoinAnswers with the default concatenate join mode:

join_answers = JoinAnswers()