According to Oracle, having an LLM directly as part of the database can enable ... to figure out and manage the process of converting existing data into vector embeddings. Oracle’s vector ...

That’s because they allow you to put constraints around the underlying large language model (LLM), using it as a tool for building and running ... vector search you can load the data into ...

with an LLM the data is baked into the model, and therefore less flexible, while the vector database is built for semantic search, but has the flexibility of a database. “This whole knowledge ...