The image shows how the input from Object Storage is used with Select AI
RAG:
- Input Data: Data is initially stored in an Object Storage.
- Send Chunk Data: Oracle Autonomous Database retrieves the input data in chunks and sends it to an embedding model.
- Return Vector Embeddings: The embedding model processes the chunk data and returns vector embeddings.
- Store Vector Embeddings: The vector embeddings are then stored in a third-party vector database for fast and efficient retrieval.