Recent posts tagged embedding-models

Derrick Ryan • Feb 2 • in Articles • 5 min read
Semantic search represents a fundamental shift in how we retrieve information from databases and search engines. Unlike traditional keyword-based search that relies on exact text matches, semantic search understands the meaning and context behind que...
  • vector-search
  • embedding-models
  • oracle-database-23ai
Derrick Ryan • Jan 21 • in Articles • 11 min read
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 AI ...
post-cover-10137
  • rag
  • vector-search
  • oracle-database-23ai
  • embedding-models
Derrick Ryan • Dec 16, 2025 • in Articles • 10 min read
Oracle Cloud Infrastructure OCI Generative AI provides two powerful categories of models: chat models for conversational AI and text generation, and embedding models for semantic understanding and search. Understanding how to configure and optimize t...
  • oci-genai
  • semantic-search
  • embedding-models
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