How to Build a Powerful AI Agent in Bubble with Advanced Architecture

How to Build a Powerful AI Agent in Bubble with Advanced ArchitectureHow to Build a Powerful AI Agent in Bubble with Advanced Architecture

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Asad Yousaf

• 6h

When people ask me if Bubble can power a complex AI agent, the answer is a loud YES. But it’s not about just hitting an API; it’s about the architecture.

Here’s how I build Brains into Bubble:

The Memory (Vector DB): I link Bubble to Pinecone or Supabase. This gives the app "Long-Term Memory," allowing it to scan thousands of documents in milliseconds.

The Logic (API Connector): Forget basic plugins. I build custom API calls to OpenAI and Claude 3.5 so the AI can actually trigger workflows directly inside the app.

The Guardrails: I use backend workflows to keep the AI on track and prevent it from burning through your token budget. #bubble #BubbleAI

Abhiram Tinguria

• 6h

Exactly. Tools are interchangeable — architecture is what determines whether the system actually scales and behaves reliably.

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