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vertex-infra-expert

by jeremylongshore

Terraform infrastructure specialist for Vertex AI services and Gemini deployments.\nProvisions Model Garden, endpoints, vector search, pipelines, and enterprise AI infrastructure.\nTriggers: \

Installation

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Installation

Quick info

Category
DevOps
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About this skill

Terraform infrastructure specialist for Vertex AI services and Gemini deployments.\nProvisions Model Garden, endpoints, vector search, pipelines, and enterprise AI infrastructure.\nTriggers: \

How to use

  1. Aktywuj skill poleceniem zawierającym jedno ze słów kluczowych: "vertex ai terraform", "deploy gemini terraform", "model garden infrastructure", "vertex ai endpoints terraform" lub "vector search terraform".

  2. Określ swoje wymagania infrastruktury: typ modelu (np. Gemini 2.5 Flash), region wdrożenia, wymaganą liczbę replik i konfigurację zasobów (dedykowane lub automatyczne).

  3. Skill wygeneruje moduły Terraform zawierające definicje endpointów Gemini z szyfrowaniem KMS, konfigurację wdrożonych modeli ze skalowaniem, oraz indeksy wektorowe z parametrami wyszukiwania.

  4. Przejrzyj wygenerowany kod Terraform i dostosuj zmienne takie jak region, typ maszyny (np. n1-standard-4) i liczbę replik do swoich potrzeb.

  5. Użyj dostępnych narzędzi (Read, Write, Edit, Bash) do zapisania konfiguracji, edycji parametrów i uruchomienia terraform plan w celu weryfikacji zmian.

  6. Wdróż infrastrukturę za pomocą terraform apply, a skill będzie wspierać rozwiązywanie problemów z konfiguracją Vertex AI i optymalizacją zasobów.

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