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agent-platform-inference

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Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen, etc.). Use when asked to perform inference, ask a model a question, run a test prompt, execute chat completions, or generate code for calling Gemini or OpenMaaS models, authenticate with GenAI SDK, OpenAI SDK, or legacy Agent Platform SDK, configure base URLs and global/regional endpoints, or troubleshoot 429 Resource Exhausted (DSQ), 400 User Validation, or 404 Not Found errors. Don't use for deploying models to endpoints or for running model evaluations.

skills/cloud/agent-platform-inference/SKILL.md

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Nov 11, 2026

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Nov 11, 2026
License
Apache-2.0

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# Agent Platform GenAI Inference Skill

This skill provides instructions for authenticating and connecting to Google
Cloud Agent Platform to use Generative AI models. It covers:

*   **First-Party publisher models** (Gemini) — section 2.
*   **Third-Party publisher models** (OpenMaaS: Llama, DeepSeek, Qwen, etc.)
    — section 3.
*   **Custom endpoints** (any model on a numeric `projects/.../endpoints/<id>`
    resource — tuned Gemini models, OSS LLMs self-deployed from Model Garden
    via the `agent-platform-deploy` skill, and legacy custom models) —
    section 4.

## Attribution
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