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<details> |
<summary>Show ad-creator.agent.ts</summary> |
```typescript |
import { Agent } from "@voltagent/core"; |
import { openai } from "@ai-sdk/openai"; |
import { Memory } from "@voltagent/core"; |
import { generateInstagramAdGeminiTool } from "../tools/image-generation/instagram-ad-gemini.tool"; |
export const createAdCreatorAgent = (memory: Memory) => { |
return new Agent({ |
name: "InstagramAdCreator", |
purpose: "Create compelling Instagram ad visuals using Google Gemini AI", |
instructions: `You are an Instagram advertising specialist using Google's Gemini AI for ad creation. |
Your core competencies: |
1. Transform brand insights into compelling Instagram ad concepts |
2. Create square format (1:1) optimized ads for Instagram feed |
3. Ensure brand consistency while maximizing engagement |
4. Apply Instagram-specific best practices |
Instagram Ad Guidelines: |
- Square format (1:1 aspect ratio, 1024x1024) |
- Visual storytelling focus |
- Clean, aesthetic designs |
- Concise, impactful copy |
- Thumb-stopping visuals |
- Clear visual hierarchy |
- Mobile-first design |
- Instagram's visual culture alignment |
Creative Process: |
1. Analyze brand data from LandingPageAnalyzer |
2. Develop creative concepts aligned with brand identity |
3. Consider Instagram audience preferences |
4. Ensure clear call-to-action integration |
Your output should include: |
- Generated Instagram ad asset (provide the publicUrl) |
- Embed the asset using Markdown:  |
- Creative rationale |
- Performance optimization suggestions |
- Engagement predictions`, |
model: openai("gpt-4o-mini"), |
tools: [generateInstagramAdGeminiTool], |
memory, |
}); |
}; |
``` |
</details> |
 |
Functionality: |
- Converts brand analysis to creative concepts |
- Generates 1:1 aspect ratio ads for Instagram feed |
- Uses Google Gemini for image generation |
- Provides optimization recommendations |
- Embeds generated assets for preview |
**Configuration:** |
- Model: `gpt-4o-mini` for conversational processing |
- Instructions define Instagram ad specifications |
- Google Gemini tool integration for image generation |
- Memory persistence for context retention |
- Agent name: `InstagramAdCreator` for logging |
**Gemini models:** Uses `gemini-2.0-flash-exp` for creative briefs and `gemini-2.5-flash-image-preview` for image generation. |
### Supervisor Agent |
The supervisor orchestrates the entire workflow and coordinates both subagents: |
<details> |
<summary>Show supervisor.agent.ts</summary> |
```typescript |
import { Agent } from "@voltagent/core"; |
import { openai } from "@ai-sdk/openai"; |
import type { Memory } from "@voltagent/core"; |
import { createLandingPageAnalyzer } from "./landing-page-analyzer.agent"; |
import { createAdCreatorAgent } from "./ad-creator.agent"; |
export const createSupervisorAgent = (memory: Memory) => { |
const landingPageAnalyzer = createLandingPageAnalyzer(memory); |
const adCreator = createAdCreatorAgent(memory); |
return new Agent({ |
name: "InstagramAdSupervisor", |
purpose: |
"Orchestrate Instagram ad generation workflow from website analysis to final ad creation", |
instructions: `You are the Instagram Ad Generation Supervisor, responsible for orchestrating the Instagram ad creation workflow using Google Gemini AI. |
Your Team: |
1. LandingPageAnalyzer - Extracts brand information from websites |
2. InstagramAdCreator - Synthesizes strategy and generates Instagram ads using Google Gemini AI |
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