Vector Similarity Search for Accounting Transactions

When it comes to vector similarity search, the relative similarity of those different phrases is important. And that simple similarity yard stick is like kind of rewriting almost all of the software that we use right now. When every single transaction is embedded, when the next one comes through and you embed that one, vector similarity will tell us how similar it is to past transactions that you've already classified. So for example, it would be more similar to McDonald's than it would be to BMW finance, but ultimately it's most similar to those past Starbucks transactions.