The Couchbase and Unstructured.io connector streamlines the process of ingesting unstructured data into RAG pipelines built on top of Couchbase as a vector store. This connector simplifies the process of converting unstructured text data into structured JSON documents, generating vectors, and inserting them into Couchbase Capella. The connector improves the current method by providing a source connector to fetch data from Couchbase Capella before it is chunked and a destination connector to ingest processed data from Unstructured.io into Couchbase Capella. To use the connector, developers need to obtain prerequisites such as an API key, an active Capella account, and configure their cluster and database. The connector supports various sources for unstructured data and storage services for output locations. Once configured, developers can select a chunking strategy and embedding model to generate vector embeddings before inserting them into Couchbase Capella.