Extension · group extensions — Branch a tool into a variant that forces a configured JSON Schema as its output schema and validates every result against it.
Extension · group extensions — Branch a tool into a variant that runs the wrapped tool through a proxy.The standard toolbox: six general-purpose tools and six tool extensions, each loaded
by name into a manifest. The tool-and-extension model and the day-to-day guide stay
central (linked below); this page is the per-item index and the extension settings.
The base install stays light: a module with a heavy dependency needs its package extra.
A module whose extra is missing fails loudly with the install hint, for example
pip install 'tai42-toolbox[prometheus]'.
Module
Extra
request
http
classify
classifier
generate_embeddings
embeddings
chain
chain
prometheus_metrics
prometheus
proxy (SOCKS proxies only; HTTP and HTTPS proxies need none)
Branches a tool into a variant that runs many instances at once. The extension declares
that its branches can pause (pauses=True): an instance that parks surfaces its park
through the batch variant.
Variable
Default
Effect
BATCH_DEFAULT_MAX_CONCURRENT
5
Concurrency for a parallel call that names no max_concurrent, floored to the input size.
BATCH_MAX_BATCH_SIZE
100
Hard ceiling on the params per call; an over-limit call raises loudly.
Branches a tool into a variant that transforms its output and calls a next tool. The
extension declares that its branches can pause (pauses=True): a stage that parks surfaces
its park through the chain variant.
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