Table of Contents

• Title and Copyright Information
• Overview
• Quickstart: Build Vector Search with Python
• Example applications and notebooks
• Concepts
  • Oracle AI Vector Search: architecture and access paths
  • Embedding workflows
  • Embedding and reranking models
  • Vector Table
  • Indexes
  • Record
• Set up your database
  • Choose a Database Deployment
  • Autonomous AI Database Serverless
• Python API Reference
  • API Guide
    • Configuration
    • Error Handling
    • Models
      • load_model
      • list_models
      • describe_model
      • drop_model
    • Vector Tables
      • describe_vector_database
      • create_vector_table
      • list_vector_tables
      • describe_vector_table
      • update_vector_table_annotation
      • drop_vector_table
    • Manage Data
      • generate_embedding
      • list_vectors
      • load_vectors
      • upsert_vectors
      • list_vector_load_jobs
      • describe_vector_load_job
      • get_vector_load_job_log
      • delete_vectors
    • Search Data
      • query
      • rerank
    • Indexes
      • create_index
      • describe_index
      • list_index_jobs
      • describe_index_job
      • get_index_job_log
      • rebuild_index
      • drop_index
    • Shared Parameter Objects
      • table_params
      • embed_params
      • index_params
      • vector_index_params
      • metadata_index_params
      • advanced_params
    • Response Objects
      • DeleteVectorsResponse
      • DropIndexResponse
      • DropModelResponse
      • DropVectorTableResponse
      • IndexDescriptionResponse
      • IndexDetailsResponse
      • ModelResponse
      • ModelCollectionResponse
      • QueryResponse
      • QueryResultItem
      • RerankResponse
      • RerankResultItem
      • DatabaseSummaryResponse
      • UpsertVectorsResponse
      • JobCollectionResponse
      • JobResponse
      • JobLogResponse
      • VectorTableCollectionResponse
      • VectorTableResponse
      • VectorCollectionResponse
      • EmbeddingResponse
  • Release Notes
  • Deprecated Features
  • Troubleshooting