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ms-ai-architect/skills/ms-ai-engineering/references/rag-architecture
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Kjell Tore Guttormsen 41b390b38d chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 
KB-currency refresh (critical priority, 2026-06-19) via /architect:kb-update.
15 critical cost/arkitektur-filer re-verifisert mot Microsoft Learn (MCP).

Hovedendringer:
- Azure AI Search Serverless (Preview) prismodell (rag-cost, rag-query,
  vector-storage, rag-enterprise-scale)
- Agentic retrieval GA-split (2026-04-01 REST GA, portal preview) + Foundry IQ
- AI gateway multi-provider (Anthropic v2 / Google Vertex), unified model API
  (preview), Foundry-integrasjon (enterprise-arch, ai-services-cost,
  multi-model, cost-tracking)
- FOCUS-skjema + Cost Mgmt -> ADLS Gen2 -> Fabric -> Power BI pipeline
  (cost-management, cost-allocation)
- FinOps hub AI-agent via Azure MCP / Copilot Studio (budget-forecasting)
- OTel trace-based sampling for logs (observability)
- Korreksjoner: semantic-cache score-threshold = AVSTAND (0.15, ikke 0.85
  cosine-likhet); llm-emit-token-metric maks 5 custom dimensions;
  Foundry RBAC-renames (Owner/Contributor = kun mgmt); Researcher/Analyst er
  ikke agenter
- Alle 15 Last updated -> 2026-06-19

High-bucket (49 filer) UTSATT til egen sesjon (operatoer-valg).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ
2026-06-19 06:22:48 +02:00
..
agentic-rag-patterns.md fix(ms-ai-architect): #8a currency S-bannere — Prompt Flow retirement, CUA GA, agentic retrieval GA-split, EØS + EDPB 28/2024 2026-06-18 18:53:02 +02:00
azure-ai-search-setup.md fix(ms-ai-architect): #8a currency S-bannere — Prompt Flow retirement, CUA GA, agentic retrieval GA-split, EØS + EDPB 28/2024 2026-06-18 18:53:02 +02:00
chunking-strategies.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
citation-tracking.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
contextual-retrieval.md chore(privacy): scrub real-org references from plugin internals (phase 2) 2026-05-03 04:28:15 +02:00
embedding-models-selection.md chore(privacy): scrub real-org references from plugin internals (phase 2) 2026-05-03 04:28:15 +02:00
graphrag-knowledge-graphs.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
hierarchical-rag-patterns.md feat(ultraplan-local): v1.6.0 — /ultraresearch-local deep research command 2026-04-08 08:58:35 +02:00
hybrid-search-configuration.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
late-chunking-patterns.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
metadata-management-filtering.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
multi-index-federation.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
multimodal-rag.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
rag-caching-optimization.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
rag-context-windows.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
rag-core-patterns.md fix(ms-ai-architect): #8a currency S-bannere — Prompt Flow retirement, CUA GA, agentic retrieval GA-split, EØS + EDPB 28/2024 2026-06-18 18:53:02 +02:00
rag-cost-optimization.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
rag-document-preprocessing.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
rag-enterprise-scale.md chore(ms-ai-architect): refresh KB critical-bucket — 15 files [skip-docs] 2026-06-19 06:22:48 +02:00
rag-evaluation-frameworks.md fix(ms-ai-architect): #8a currency S-bannere — Prompt Flow retirement, CUA GA, agentic retrieval GA-split, EØS + EDPB 28/2024 2026-06-18 18:53:02 +02:00
rag-hallucination-mitigation.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
rag-iterative-refinement.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
rag-query-understanding.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
rag-security-rbac.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
self-reflective-rag.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
semantic-ranker-reranking.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00
streaming-rag-responses.md fix(ms-ai-architect): Foundry URL-navnerom-migrering (ai-foundry → foundry/foundry-classic, 141 filer) 2026-06-18 13:37:06 +02:00
vector-indexing-techniques.md docs(architect): weekly KB update — 106 files refreshed (2026-04) 2026-04-10 09:13:24 +02:00