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rag-expert - Retrieval-Augmented Generation Patterns on OCI

Provides architecture patterns, model selection, vector store options, and retrieval optimization guidance for RAG on Oracle Cloud Infrastructure.

Tags

Updated: 2026-09-16
ragocioracle-cloudvector-searchembeddingsreranking

Capabilities

Design RAG architectures on OCISelect embedding models and vector storesOptimize retrieval and hybrid searchEvaluate RAG quality metrics

Typical Inputs

RAG architecture requirementsQuery text and document data

Typical Outputs

OCI RAG architecture recommendationsVector search SQL queriesRetrieval optimization guidelines

What this skill does

  • Design RAG architectures on OCI
  • Select embedding models and vector stores
  • Optimize retrieval and hybrid search
  • Evaluate RAG quality metrics

Inputs

  • RAG architecture requirements
  • Query text and document data

Outputs

  • OCI RAG architecture recommendations
  • Vector search SQL queries
  • Retrieval optimization guidelines

Requirements

  • Compatible platforms (claude-code, cline, cursor, roocode)
  • Oracle Cloud Infrastructure environment

Source

  • Spec: SKILL.md

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