AI Profile Enrichment Form

Analyze user profiles with AI and provide personalized suggestions. Enriches data, suggests improvements, and offers career insights.

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Problems solved

Technical challenges this implementation handles out of the box.

Products and workflows this pattern is designed to support.

Requirements, wiring steps, and what this pattern adds to your project.

Pick how you want to pull this pattern in. Then wire env vars and routes the same way.

1
Install from the preview toolbar
Copy the install command above and run it in your project — Pro patterns include a short-lived token.
2
Add environment variables to .env.local
OPENAI_API_KEY
3
Customize the agent and tool files
Adapt prompts, tools, and stop conditions for your product — Copy for AI in the toolbar helps seed that work.
4
Run your dev server and open the pattern route
Install dependencies if needed, then start the app and verify responses.

AI SDK APIs

streamObjectcreateStreamableValue

Providers

OpenAI

External services

streamobjectopenai-chat

5 files

18 total

npm packages

AISDK@hookform/resolvers@base-ui/reactUpstashclass-variance-authoritylucide-reactmotionNext.jsReactreact-hook-formZod

Registry components

badgebuttoncardforminputtextareatooltip

app/actions.tsx
Core AI pipeline: uses streamObject with OpenAI and createStreamableValue to stream structured profile enrichment (tags, category, skill level, career suggestions) back to the client in real-time.
lib/schema.ts
Defines the enrichedProfileSchema (suggestedTags, categoryMatch, skillLevel, careerSuggestions) and the profileFormSchema for input validation. Essential for the streamObject pipeline.

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