sentence_transformers

A Hybrid information retriever with DuckDB

When it comes to information retrieval, vector search methods have demonstrated some good performance, especially when the embedding models have been fine-tuned on the target domain. However, these models can struggle when faced with…


Using a local sentence embedding model for similarity calculation

A simple yet powerful use case of sentence embeddings is computing the similarity between different sentences. By representing sentences as numerical vectors, we can leverage mathematical operations to determine the degree of similarity. For the…