Update README with LanceDB examples

README.md

@@ -47,7 +47,7 @@ print("episodes:", episodes.count_rows())
 
 ## Load with LanceDB
 
-These tables can also be consumed by [LanceDB](https://lancedb.github.io/lancedb/), the serverless vector database built on Lance, for simplified vector search and other queries. Each `.lance` file in `data/` is a table — open by name.
+These tables can also be consumed by [LanceDB](https://lancedb.github.io/lancedb/), the multimodal lakehouse and embedded search library built on top of Lance, for simplified vector search and other queries. Each `.lance` file in `data/` is a table — open by name.
 
 ```python
 import lancedb