🤖 Add AI features to your app with new AI integrations

Now you can call models from providers such as OpenAI, Anthropic, and Google Gemini directly from your WeWeb backend workflows.

Use native actions to generate text, create images, and turn text into vectors for semantic search, matching, recommendations, and RAG workflows:

Add AI actions without configuring separate API calls

AI integrations include dedicated actions for:

• Text Generation to create content, summaries, recommendations, and other text outputs
• Image Generation to create visuals from prompts
• Embed Text to turn text into vectors for semantic search, matching, and recommendations

You can combine these actions with the rest of your backend workflow, pass results from one step to another, and return the final output directly to your app.

Connect providers once

Add your provider API keys from your project settings, then reuse them across your backend workflows.

You can configure separate credentials for Editor, Staging, and Production, so each environment uses the appropriate keys without additional workflow logic.

Build more than one-step AI features

Because AI integrations works inside your backend workflows, you can combine AI actions with:

• Your app’s data
• Conditional logic
• Other workflow actions
• External services and integrations
• Multiple AI models in the same flow

This gives you more control over how AI fits into the rest of your application.

Monitor usage and costs

The AI usage screen gives you visibility into:

• Requests and linked workflows
• Providers and models used
• Token consumption
• Cost per request
• Total spend

What can you build?

Perfect when you want to build:

✅ Semantic search

✅ Image generation experiences

✅ AI assistants and support tools

✅ Personalized recommendations

✅ Content and summary generators

✅ Content, product, or user matching

✅ Semantic search and RAG experiences

✅ Personalized onboarding and in-app guidance

And more!

ℹ️ The actions are available in WeWeb backend workflows.