Fine-tuning versus RAG for enterprise systems
Choose between behavior adaptation and retrieved evidence by examining knowledge freshness, provenance, evaluation, privacy, and operating responsibility.
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Guidance library
Retrieval-augmented generation
Ground model responses in retrieved evidence with visible source boundaries.
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Reviewed enterprise architecture guidance
Narrow the library by controlled topic, audience, pillar, or API product.
Production RAG architecture with governed enterprise context
Design retrieval around source authority, chunking, access control, evaluation, provenance, freshness, and failure behavior rather than a vector database alone.
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