Opal 2.0 by Google Labs

Now with smart agent, memory, routing and interactive chat

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About

Opal is a no-code visual builder for AI workflows from Google Labs. Version 2.0 adds an agent step that analyses a goal, works out the best approach, and automatically calls the right tools, such as Veo for video or web search for research, to complete the task.

It also adds Memory for keeping context across sessions, Dynamic Routing for branching by condition, and Interactive Chat for talking to the user while a workflow runs.

It is aimed at people who build AI workflows visually and want more capable, adaptive behaviour, an agent that decides how to reach a goal, rather than a fixed chain of steps.

AI-assisted draft, human-reviewed before publishing — see how we choose & review tools.

Why we picked it

Opal 2.0 made the cut for adding Memory and Dynamic Routing to a no-code builder — the missing pieces that usually force a switch to a real coding tool once a workflow needs to branch or remember. Worth trying before reaching for something heavier.