Version 21 added five AI scripting steps. It’s a quiet signal that the platform now expects you to connect large language models to your database.
- Configure AI Account — store credentials for a third-party model once, then call it from any script.
- Perform Semantic Find — search by meaning, not keyword matching.
- Insert Embedding — turn text into vectors and store them directly in a field.
- Insert Embedding in Found Set — batch-process a whole record set without a loop.
- Set AI Call Logging — keep a record of every model call for later audit.
Faster welcome screen
Open Preferences and turn off Show recent files. The welcome screen loads faster without it.
Under Layouts, check Save layout changes automatically. You will forget to save a layout edit exactly once before you appreciate this.
Set the default text encoding to Unicode (UTF-8) if you exchange data with anything outside the FileMaker ecosystem. The legacy default still trips up imports.
What the AI steps changed
Before 21.0.1, semantic search meant writing a web viewer, parsing JSON by hand, and stitching the result back into a find request. Now a single script step does it.
Insert Embedding is the quiet one worth watching. Store the vector once, then run similarity searches later without calling the model again. For a content library or support knowledge base, this removes the round-trip cost on every query.
The batch variant, Insert Embedding in Found Set, turns what used to require a looping script into one step. On a found set of a few hundred records, the time difference is noticeable.
Set AI Call Logging writes each request and response to a log table. If you are building something customer-facing, this gives you a paper trail before you need one.
Things people ask
Do I need to know SQL? No. The relationship graph and calculation engine handle most of what SQL would do. You can write SQL if you want, but the platform never requires it.
Can I share an app without FileMaker Server? For a small team on the same local network, peer-to-peer sharing works. It tops out around five users before you feel the limits.
Will my old files open? Files from version 12 onward convert cleanly. If you are coming from something older, open it in a middle version first, then bring it forward.
Does it run on Apple Silicon? Yes, natively. No Rosetta workaround needed.
What about the iOS and web experience? The app builds the interface once. FileMaker Go handles iOS. WebDirect renders in a browser. Both pull from the same file, so a layout tweak on desktop reaches mobile and web without extra work.
The tools are small, but deliberate. They skip the assistant layer and hand you control at the scripting level.
