AgentSkillsCN

vertex-ai-integration

将Google Cloud Vertex AI GenAI嵌入应用集成中。在构建基于text-bison、chat-bison模型的GenAI工作流，创建Vertex AI Predict任务，或在Google Cloud应用中集成AI时使用。

SKILL.md
--- frontmatter
name: vertex-ai-integration
description: Embed Google Cloud Vertex AI GenAI into Application Integrations. Use when building GenAI workflows with text-bison, chat-bison models, creating Vertex AI Predict tasks, or integrating AI into Google Cloud applications.

Vertex AI Integration Skill

Embed GenAI into Google Cloud Application Integrations.

Advanced References

Overview

Use Vertex AI tasks to add AI capabilities to your integration workflows.

Supported Models

  • •text-bison - Text generation
  • •chat-bison - Conversational AI
  • •gemini-pro - Advanced reasoning

Integration Flow

text
API Trigger → Set Parameters → Vertex AI Predict → Map Response

Sample Configuration

Prompt Request Template

json
{
  "instances": [{
    "prompt": "$TextPrompt$"
  }],
  "parameters": {
    "temperature": 0.2,
    "maxOutputTokens": 768,
    "topP": 0.8,
    "topK": 40
  }
}

Required Variables

VariableTypeDescription
TextPromptStringInput prompt
ModelIdStringModel name (e.g., text-bison@001)
ProjectIdStringGCP Project ID
RegionStringGCP Region (e.g., us-central1)

Setup Steps

  1. •Enable APIs: Vertex AI API, Application Integration API
  2. •Create Service Account: Grant Vertex AI User role
  3. •Create Integration: Add Vertex AI Predict task
  4. •Configure Authentication: Attach service account
  5. •Test: Run integration with sample prompts

Endpoint Format

bash
publishers/google/models/{ModelId}

Response Handling

javascript
// Extract content from predictions
const content = response.predictions[0].content;