Converts input text into embeddings for semantic search, text similarity, and NLP applications.

For example, encode a sentence with a Sentence-Transformers model:

max encode \
  --model sentence-transformers/all-MiniLM-L6-v2 \
  --prompt "Convert this text into embeddings"

The command prints the embedding vector and timing for the run. Pair it with max list to see which encoder architectures MAX supports.

.. click:: max.entrypoints.pipelines:encode
  :prog: max encode
  :hide-description: