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rag-expert - RAG Expert for Oracle Cloud Infrastructure

Provides patterns and guidance for building production RAG systems on Oracle Cloud Infrastructure.

Tags

Updated: 2026-09-16
ragocioracle-cloudvector-searchembeddingsrerankinghybrid-search

Capabilities

Design enterprise RAG architecturesSelect embedding models and vector storesOptimize retrieval qualityConfigure hybrid search queries

Typical Inputs

User queriesInput documents

Typical Outputs

RAG architecture designsSQL hybrid search queriesRetrieval quality metrics

What this skill does

  • Design enterprise RAG architectures
  • Select embedding models and vector stores
  • Optimize retrieval quality
  • Configure hybrid search queries
  • Apply reranking models

Inputs

  • User queries
  • Input documents

Outputs

  • RAG architecture designs
  • SQL hybrid search queries
  • Retrieval quality metrics

Requirements

  • Supported platforms: claude-code, cline, cursor, roocode
  • Oracle Cloud Infrastructure services

Source

  • Spec: SKILL.md

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