Leveraging ONNX Models for AI Vector Search in Oracle Cloud Database 23ai
Oracle 23ai supports ONNX LLM models.😘 In Oracle 23ai, one of the powerful features is AI Vector Search , which enables semantic search on unstructured data such as text, images, and audio. Oracle supports using ONNX models to convert input data into dense vectors, which are then stored in vector columns for efficient similarity search. ❓ What is ONNX (Open Neural Network Exchange) ? It is an open format for representing machine learning and deep learning models. ❓ How Can we use ONNX model in Oracle Database? in the first step you should Import ONNX model in your Database. I am going to use Oracle Cloud and upload my ONNX model in the storage of my cloud. Step 1: Upload ONNX Model to Oracle Cloud Storage In Oracle Cloud storage>bucket Then Upload your onnx file you downloaded Step 2: Import the ONNX Model into Oracle Database Use the DBMS_VECTOR package to I mport the ONNX model: you need to create a credential and for this you need your username and password ...
