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agent-platform-inference

Connect to Google Cloud Agent Platform GenAI models for inference.

Updated Jul 4, 2026
Search Tags:#authentication#google cloud#api troubleshooting#genai#model inference
One-click install
npx skills add https://github.com/ssmleo/govfolio --skill agent-platform-inference-ssmleo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-platform-inference
Source: https://github.com/ssmleo/govfolio/tree/main/.agents/skills/agent-platform-inference
Command: npx skills add https://github.com/ssmleo/govfolio --skill agent-platform-inference-ssmleo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires google-genai, openai, google-auth, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps users connect to and perform inference with Google Cloud Agent Platform GenAI models, addressing the need for code generation, authentication, and troubleshooting.

Core Features & Use Cases

  • Inference with GenAI Models: Connect to and use First-Party Gemini models and Third-Party OpenMaaS models like Llama, DeepSeek, and Qwen.
  • Authentication: Supports GenAI SDK, OpenAI SDK, or legacy Agent Platform SDK for authentication.
  • Troubleshooting: Guides users through common errors like 429 Resource Exhausted, 400 User Validation, and 404 Not Found.
  • Use Case: For a user who needs to quickly generate code to call Gemini or OpenMaaS models and troubleshoot API issues.

Quick Start

To get started, run the command: agent-platform-inference --model <model_name> --input <input_data>

Frequently Asked Questions about agent-platform-inference

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run inference with Google Cloud GenAI models like Gemini?▼

You can run inference with Google Cloud GenAI models by executing the command `agent-platform-inference --model <model_name> --input <input_data>` to connect and query First-Party Gemini models.

Which SDK should I use for Google Cloud Agent Platform authentication?▼

Google Cloud Agent Platform authentication supports selecting the GenAI SDK, OpenAI SDK, or the legacy Agent Platform SDK depending on your preferred client library and model requirements.

Can I use OpenMaaS models like Llama and DeepSeek on the Google Cloud Agent Platform?▼

Yes, you can use OpenMaaS models like Llama, DeepSeek, and Qwen on the Google Cloud Agent Platform. The Skill facilitates inference with these Third-Party models alongside First-Party Gemini models.

Why does my Google Cloud GenAI API return a 429 Resource Exhausted error?▼

A 429 Resource Exhausted error during Google Cloud GenAI inference indicates rate limiting. The Skill provides specific troubleshooting guidance to help diagnose and resolve this and other common API errors like 400 and 404.

Do I need Google Cloud credentials to perform GenAI model inference?▼

Yes, Google Cloud credentials are required to perform GenAI model inference. You must have valid Google Cloud authentication configured alongside the necessary SDK installations to successfully connect to the models.

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