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genai-hub-orchestration

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Configure and use the SAP AI Core Orchestration service: build prompt templates, add content filtering, set up document grounding (RAG) pipelines, and call models via the Harmonized API. WHEN: user asks about the orchestration service, Harmonized API, prompt templating with variables, content filtering, grounding, RAG pipeline, document grounding, or building a pipeline that wraps an LLM. DO NOT USE FOR: creating an orchestration deployment — use `aicore-lifecycle-management` for that; credential setup — use `aicore-admin-resources`; browsing or deploying foundation models directly without a pipeline — use `genai-hub-foundation-models`; direct LLM inference without a pipeline — use `aicore-sdk-java` or `aicore-sdk-js`

plugins/aicore-skills/skills/genai-hub-orchestration/SKILL.md

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Nov 5, 2026
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## Rules

1. Orchestration always requires a **running orchestration deployment** as a prerequisite — invoke `aicore-lifecycle-management` first if one does not exist.
2. The orchestration endpoint is `POST {DEPLOYMENT_URL}/v2/completion` — not `/v1/chat/completions`.
3. Orchestration `scenario_id` and `executable_id` are always `"orchestration"` — these are fixed.
4. The Harmonized API normalizes all models to OpenAI message format — the same client code works for GPT, Gemini, and Bedrock.
5. If credentials are not configured, invoke `aicore-admin-resources` first.
6. `generative-ai-hub-sdk` is deprecated — always use `sap-ai-sdk-gen`. Import namespace `gen_ai_hub` is shared by both.
7. **If the user's request does not explicitly specify an approach, use `AskUserQuestion` to ask whether they prefer the REST API (curl) or the Python SDK before writing or running any code.**

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## Deployment Prerequisite
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