“Perfection is attained, not when there is nothing more to add, but when there is nothing more to take away.” At a glance 🎯 Type-safe structured outputs with Pydantic 🤖 Easy-to-build agents with function calling 🔄 Streaming support for real-time responses 💾 Built-in conversation...
Chapter 18, Serving Models with a RESTful API, brings us back to the API theme—but this time, we'll build an API on our own, using the fastAPI framework and the pydantic package for validation. Using a machine learning model, we'll build a fully operational API server, with the ...
Another notable update is the integration of Pydantic, a Python library used for data validation and settings management. The addition of Pydantic aims to streamline the configuration process within ActivitySim. Pydantic allows users to specify various settings and configurations for running ActivitySim,...
Version 4.0.0 of the PSC add-on release. This version provides updates and adds several libraries in the package. In particular, Pytorch, cpuonly, transformers, onnxruntime, pydantic, and watchdog. Version 4.0.0 of the PSC add-on is only available for MLTK version 5.3.3. Users upgrading...
VPC configuration for a model Model definition Adding container definition to your app is simple (the hard part of creating a docker image is already done). The container definition will be used by the Sagemaker model. asset = DockerImageAsset(self,"MLInferenceImage", directory="../image") ...
–Forge is a ready-to-go template for your agent application. All the boilerplate code is already handled, letting you channel all your creativity into the things that set your agent apart. All tutorials are located here. Components from the forge.sdk can also be used individually to speed ...
Girandole is an HTTP REST API on top of Beets. Its goal is to provide a more feature-rich alternative to the nativeWeb plugin. We also like to think the code is more maintaible thanks to using FastAPI and Pydantic. Much of the initial modeling was done by peeking at the source code...
–Forge is a ready-to-go template for your agent application. All the boilerplate code is already handled, letting you channel all your creativity into the things that set your agent apart. All tutorials are located here. Components from the forge.sdk can also be used individually to speed ...
–Forge is a ready-to-go template for your agent application. All the boilerplate code is already handled, letting you channel all your creativity into the things that set your agent apart. All tutorials are located here. Components from the forge.sdk can also be used individually to speed ...