open/ms-ai-architect
1
0
Fork 0
Code Issues Releases 4 Activity

docs(architect): weekly KB update — 52 files refreshed (2026-04)

Browse source 
Key content changes:
- MLOps: MLflow 3 scorers expanded (RetrievalRelevance, Fluency, multi-turn judges)
- MLflow 3 A/B eval: mirror_traffic GA confirmed, new scorer catalog
- CI/CD: OIDC auth replaces deprecated --sdk-auth (Azure ML GitHub Actions)
- Agent framework A2A: updated SDK patterns (A2ACardResolver, BearerAuth)
- AG-UI backend tool rendering: accurate TOOL_CALL_* event shapes
- Computer Use agents: US region requirement, credentials patterns
- Purview governance: bulk term edit, expire/delete workflows
- CAF AI Secure: 3-phase structure confirmed current
- Copilot Studio: Claude Sonnet 4.5/4.6 GA, new orchestration controls
- M365 manifest: v1.26 GA (April 2026), copilotAgents node
- Power Platform: agent flow capacity enforcement corrected
- Azure Monitor: Simple Log Alerts GA, AMBA for policy-based alerting
- Security Copilot: SCU capacity model (400 SCU/1000 users)
- EU Data Boundary: all EU + EFTA countries confirmed
- gateway-multi-backend: added 4th topology, subscription-level quota note

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
Kjell Tore Guttormsen 2026-04-10 11:31:11 +02:00
commit be4925a8ff
40 changed files with 398 additions and 239 deletions
Download patch file Download diff file Expand all files Collapse all files

11
skills/ms-ai-advisor/references/copilot-extensibility/copilot-studio-nlp-configuration.md
View file

@ -1,6 +1,6 @@
# NLP Configuration and Intent Recognition
**Last updated:** 2026-02
**Last updated:** 2026-04
**Status:** GA
**Category:** Copilot Extensibility & Integration
@ -57,7 +57,7 @@ Trigger phrases er eksempelsetninger som definerer når en topic skal aktiveres.
|------|-------------|---------------|
| **Prebuilt entities** | Microsoft-vedlikeholdte typer (Age, Date, Money, Phone, Email, Location, etc.) | Ingen konfigurasjon nødvendig |
| **Closed list entities** | Predefinerte verdier med synonymer | Manuell liste (f.eks. produktkategorier) |
| **Regex entities** | Mønsterbasert ekstraksjon | Regular expressions (f.eks. ordrenummer, referansekoder) |
| **Regex entities** | Mønsterbasert ekstraksjon | Regular expressions. NLU/CLU bruker .NET regex-syntaks; NLU+ bruker JavaScript regex-syntaks (Verified 2026-04) |
| **Learned entities (NLU+/CLU)** | Kontekstbasert ekstraksjon via maskinlæring | Krever annoterte treningsdata |
**Entity annotations** (NLU+):
@ -330,7 +330,7 @@ const results = await client.analyze("KeyPhraseExtraction", documents);
### Språkkrav og GDPR-compliance
**Norsk språkstøtte:**
- **Generative Orchestration**: Støtter norsk (nb-NO) ✅ — automatisk generert innhold oversettes dynamisk; agenten kan bytte språk per samtaletur (dynamic language switching, GA jun 2025)
- **Generative Orchestration**: Støtter norsk (nb-NO) ✅ — automatisk generert innhold oversettes dynamisk; agenten kan bytte språk per samtaletur (dynamic language switching). Merk: Primærspråket kan ikke endres etter opprettelse, men region kan justeres. (Verified 2026-04)
- **Built-in NLU**: Støtter norsk (nb-NO) ✅
- **NLU+**: Støtter norsk (nb-NO) ✅ (avansert NLU-tilpasning tilgjengelig fra jul 2025)
- **Azure CLU**: Støtter norsk (nb-NO) ✅
@ -530,11 +530,11 @@ Følgende Microsoft Learn-dokumentasjon ble brukt (april 2026):
5. **Use entities and slot filling in agents**
- URL: https://learn.microsoft.com/en-us/microsoft-copilot-studio/advanced-entities-slot-filling
- Dekker: Prebuilt entities, custom entities, slot filling, proactive slot filling
- Dekker: Prebuilt entities, custom entities (closed list + regex), slot filling, proactive slot filling, multiple entity recognition (maks 5 per Question-node), entity literals (Verified 2026-04)
6. **Configure and create multilingual agents**
- URL: https://learn.microsoft.com/en-us/microsoft-copilot-studio/multilingual
- Dekker: System.User.Language, auto-detect language, localization best practices, dynamic language switching (generative orchestration), secondary language management
- Dekker: System.User.Language, auto-detect language, localization best practices, dynamic language switching (generative orchestration), secondary language management. Primærspråk kan ikke endres etter opprettelse (Verified 2026-04)
7. **Code samples**
- microsoft_code_sample_search: Entity extraction, trigger phrases, YAML topic definitions
@ -563,6 +563,7 @@ Alle "Verified"-markeringer er basert på:
- **Dokument opprettet**: 2026-02-04
- **MCP-data hentet**: 2026-04-10
- **Siste innholdsoppdatering**: 2026-04
- **Microsoft Learn-versjon**: April 2026
- **Copilot Studio-versjon**: GA (Generally Available)