About Storing Vector Embeddings
About Storing Vector Embeddings
Oracle AI Vector Search
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Learn more
Course Materials
Slides v7.0
Activity Guide v9.0
Vector Database General Concepts
What is Vector Database?
What are Vector Embeddings?
What is Vector Search?
Preparing the Practice Environment
Link to download Oracle Database 23ai pre-built VM
Importing and Configuring the VM
Overview of Oracle AI Vector Search
Overview of Oracle AI Vector Search
Storing Vector Embeddings
About Storing Vector Embeddings
Lab: Storing Vectors, Performing DDL & DML Operations on Vector Data
Generating Vector Embeddings
About Generating Vector Embeddings
Lab Practice: Generating Embeddings within Database by importing pretrained ONNX models
Lab Practice: Generating Embeddings using Third-Party Models leveraging Third-Party REST APIs
Lab Practice: Generating Embeddings using Local REST Provider Ollama
Vector Distance Functions and Metrics
Overview of Vector Distance Functions and Metrics
Lab Practice: Vector Distance Functions and Metrics
Vector Indexes
Overview of Vector Indexes
Lab Practice: Creating Vector Indexes
Similarity Search and Hybrid Search
Exact Similarity Search
Approximate Similarity Search
Multi-Vector Similarity Search
Hybrid Search
Lab Practice: Vector Search
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Oracle AI Vector Search
Buy now
Learn more
Course Materials
Slides v7.0
Activity Guide v9.0
Vector Database General Concepts
What is Vector Database?
What are Vector Embeddings?
What is Vector Search?
Preparing the Practice Environment
Link to download Oracle Database 23ai pre-built VM
Importing and Configuring the VM
Overview of Oracle AI Vector Search
Overview of Oracle AI Vector Search
Storing Vector Embeddings
About Storing Vector Embeddings
Lab: Storing Vectors, Performing DDL & DML Operations on Vector Data
Generating Vector Embeddings
About Generating Vector Embeddings
Lab Practice: Generating Embeddings within Database by importing pretrained ONNX models
Lab Practice: Generating Embeddings using Third-Party Models leveraging Third-Party REST APIs
Lab Practice: Generating Embeddings using Local REST Provider Ollama
Vector Distance Functions and Metrics
Overview of Vector Distance Functions and Metrics
Lab Practice: Vector Distance Functions and Metrics
Vector Indexes
Overview of Vector Indexes
Lab Practice: Creating Vector Indexes
Similarity Search and Hybrid Search
Exact Similarity Search
Approximate Similarity Search
Multi-Vector Similarity Search
Hybrid Search
Lab Practice: Vector Search