Sentence Transformers

Use Sentence Transformers for local embeddings with Hypertic. No API key required.

Installation

Install the Sentence Transformers package:

pip install hypertic[embedders] or pip install sentence-transformers

Create a Sentence Transformers embedder:

from hypertic.embedders import SentenceTransformerEmbedder

embedder = SentenceTransformerEmbedder(
    model="all-MiniLM-L6-v2"
)

model - The Sentence Transformers model to use (e.g., “all-MiniLM-L6-v2”, “all-mpnet-base-v2”)

For the full list of available models, see the Sentence Transformers documentation.