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docs: improve marketing_agent example README #3478

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34 changes: 34 additions & 0 deletions examples/templates/marketing_agent/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,14 @@ A multi-channel marketing content generator. Given a product and audience, this
| `generate-content` | `llm_generate` | Creates per-channel copy with A/B variants |
| `review-and-refine` | `llm_generate` | Reviews and optionally revises content |

## Prerequisites

- **Python 3.11+**
- **Anthropic API Key**: This agent uses Claude. Set your key in your environment:
```bash
export ANTHROPIC_API_KEY="sk-ant-..."
```

## Usage

```bash
Expand All @@ -36,6 +44,32 @@ PYTHONPATH=core python -m examples.templates.marketing_agent --input '{
}'
```

## Example Output

When successful, the agent returns a JSON object containing the audience analysis and generated content:

```json
{
"success": true,
"output": {
"audience_analysis": {
"demographics": "Millennials, aged 25-40...",
"pain_points": ["Lack of time", "Difficulty staying motivated"],
...
},
"content": [
{
"channel": "instagram",
"variant_a": "Struggling to find time for the gym? Our app makes it easy...",
"variant_b": "Your fitness journey starts with a single tap. Download now..."
}
]
},
"steps": 3,
"path": ["analyze-audience", "generate-content", "review-and-refine"]
}
```

## Customization ideas

- Add a `function` node to call an analytics API and inform audience analysis with real data
Expand Down