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RGRyan Giggsryan-giggs.hashnode.devFeb 26 · 10 min read

Oracle AI Vector Search: DML and DDL Operations on Vector Columns

Oracle Database 23ai introduces the VECTOR data type, enabling you to store AI embeddings alongside traditional business data. Understanding how to perform Data Manipulation Language (DML) and Data De

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WSWojciech Sowawsowa.hashnode.devFeb 19 · 2 min read

The Likely Obvious Oracle Tip #8

One of the new features offered by Oracle Database 26ai is the enhancement of the DEFAULT ON NULL clause for columns during UPDATE. In this article, I will present the key concepts and my personal opinion on this improvement and the concept itself. I...

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RGRyan Giggsryan-giggs.hashnode.devFeb 16 · 9 min read

Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

Oracle Database 23ai's AI Vector Search enables powerful semantic search capabilities, but to truly harness its potential, you need to understand how to query vector data efficiently and when to use vector indexes. This guide explores querying vector...

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RGRyan Giggsryan-giggs.hashnode.devJan 26 · 7 min read

Oracle AI Vector Search in Oracle Database 23ai

Oracle Database 23ai (formerly 23c) represents a significant leap forward in integrating artificial intelligence capabilities directly into the database. One of its most groundbreaking features is AI Vector Search, which enables the database to under...

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RGRyan Giggsryan-giggs.hashnode.devJan 21 · 13 min read

RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search

Retrieval-Augmented Generation (RAG) has become the default approach for providing context and memory to AI applications. Understanding the RAG pipeline—from document ingestion to final response generation—is essential for building high-performance A...

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RGRyan Giggsryan-giggs.hashnode.devJan 19 · 11 min read

OCI Generative AI and LangChain: Building Enterprise AI Applications with Oracle

Integrating Oracle Cloud Infrastructure (OCI) Generative AI with LangChain unlocks powerful capabilities for building enterprise-grade AI applications. This comprehensive guide explores the official integration, demonstrates practical implementations...

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Oracle AI Vector Search: DML and DDL Operations on Vector Columns

The Likely Obvious Oracle Tip #8

Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

Oracle AI Vector Search in Oracle Database 23ai

RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search

OCI Generative AI and LangChain: Building Enterprise AI Applications with Oracle

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