Embeddings and Vector Search with LanceDB
Explore how pretrained language models create dense vector embeddings to identify similar records programmatically. Understand using LanceDB to efficiently index and search vectors, enabling scalable entity resolution without exhaustive pairwise comparisons.
We'll cover the following...
We'll cover the following...
We can leverage pretrained LLM and the latest innovations in vector databases to efficiently index even unstructured records before pairwise matching. Let’s start with the following toy ...