TheScienceMuseum / heritage-connector-vectors

Generating graph and language embeddings for the Heritage Connector project

heritage-connector-vectors

Generating graph and language embeddings for the Heritage Connector project.

What is this?

A library that:

1. Takes JSON data of collection item descriptions or TSV/CSV data of triples, exported from heritage-connector.
2. Calculates sentence (using sentence-transformers) or graph (using pyKEEN) embeddings for this data.
3. Provides a unified interface for accessing these embeddings.

Commands

• set up (install requirements and pre-commit hooks): make init
• run api for nearest neighbour search: python -m src.api -p {port}