01
Discovery + execution in two calls
One simple call to get an up-to-date list of BYOK models, and one simple call to run
inference. No provider-specific SDK glue required.
02
Presets, composable matchers & rich filters
Curated presets paired with composable matchers (exact,
any, contain, exclude, and,
or, xor, not) for modalities, required
speciality, model tiers, context, and tag exclusions. Existing array filters remain
supported.
03
Regular releases & verification
Automated 12-hour sync and scheduled releases keep catalog choices current, backed
by reproducible community inference verification and badges.
04
Credential privacy by default
Built-in calls keep keys in memory and send them directly to the selected endpoint.
Custom storage and transport integrations remain under your app’s control.
05
Build-time generation & caching
Generate a smaller static model list for fixed queries. Dynamic queries use a
bundled snapshot and deterministic in-memory caching.
06
Pre-flight task & budget fit
Validate token budgets, context limits, features, and modalities before sending
tokens or incurring API costs.
07
Complete cross-language parity
Full parity across JavaScript/TypeScript and Python with shared schemas, enums,
query outcomes, and budget checking.