@spec generate_embedding(Rag.Generation.t(), embeddings_function() | provider()) ::
  Rag.Generation.t()

Passes generation.query to embeddings_function or provider to generate an embedding. Then, puts the embedding in generation.query_embedding.

@spec generate_embedding(map(), embeddings_function() | provider(), opts :: keyword()) ::
  %{
    required(atom()) => embedding(),
    optional(any()) => any()
  }

Passes a text from ingestion to embeddings_function or provider to generate an embedding. Then, puts the embedding in ingestion.

Options

• text_key: key which holds the text that is used to generate the embedding. Default: :text
• embedding_key: key where the generated embedding is stored. Default: :embedding

@spec generate_embeddings_batch(
  [map()],
  embeddings_function() | provider(),
  opts :: keyword()
) :: [%{required(atom()) => embedding(), optional(any()) => any()}]

Passes all values of ingestions at text_key to embeddings_function or provider to generate all embeddings in a single batch. Puts the embeddings in ingestions at embedding_key.

Options

• text_key: key which holds the text that is used to generate the embedding. Default: :text
• embedding_key: key where the generated embedding is stored. Default: :embedding