Oracle Database 23c: AI Vector Search

<a href="https://www.oracle.com/database/23c/">Oracle Database 23c</a> will now include semantic search capabilities using AI vectors. The collection of features, called AI Vector Search, includes a new vector data type, vector indexes, and vector search SQL operators that enable the Oracle Database to store the semantic content of documents, images, and other unstructured data as vectors, and use these to run fast similarity queries. These new capabilities also support <a href="https://www.oracle.com/artificial-intelligence/generative-ai/retrieval-augmented-generation-rag/">Retrieval Augmented Generation (RAG)</a>, a breakthrough generative AI technique that combines large language models (LLMs) and private business data to deliver responses to natural language questions. RAG provides higher accuracy and avoids having to expose private data by including it in the LLM training data.

Outline

How to use Similarity Search for text, images, audio and video
How to improve LLMs to minimize hallucinations, have the latest data + securely use private enterprise data
How to efficiently use vectors to search for pattern outliers and possible fraud
How to use vector indexes for optimal performance
How to vectorize billions of rows of data
How to do similarity search with one SQL statement
How to create a similarity search demo in 80 lines of Python
How to use similarity search in JDBC, ODP.NET, Node.js, Go, Rust and even Pro*C & Pro*COBOL
How to use AI Vector Search on prem, in OCI or AWS
How can I get hold of AI Vector Search

#SELECTION#

#ICON_HTML#

Oracle Database 23c web page (Website)

#MISC#

#ACTIONS#

Featured Speakers

Session Has Completed - 18 January 2024

Duration

1 Hour

Series Name

Location:

English

Audience

Analyst, Architect, Database Administrator, Developer

Products

AI Vector Search

Featured Speaker Translation

Featured Speakers

Featured Speaker Translation

Join

Featured Speaker Translation

English

Featured Speaker Translation

Unregister

Featured Speaker Translation

Outline

Featured Speaker Translation

Objectives

Featured Speaker Translation

Resources

Featured Speaker Translation

18 January 2024

Featured Speaker Translation

Session Has Completed - 18 January 2024

Featured Speaker Translation

You Are A Speaker/Panelist

Featured Speaker Translation

1 Hour

Featured Speaker Translation

Pending

Featured Speaker Translation

Prerequisites

Featured Speaker Translation

Waitlisted

Featured Speaker Translation

Rejected

Featured Speaker Translation

Question And Answer

Featured Speaker Translation

Analyst, Architect, Database Administrator, Developer

Featured Speaker Translation

Add To Calendar

Featured Speaker Translation

Registration Status

Featured Speaker Translation

Series Name

Featured Speaker Translation

Session Time

Featured Speaker Translation

You Are Registered. You Will Be Able To Join The Session 15 Minutes Before It Starts.

Oracle Database 23c: AI Vector Search

Resources

Oracle Database 23c web page (Website)

Featured Speakers

Workshop Info

Hidden Translations