NumPy

Leap provides a simple and easy-to-use API and SDK to help developers add artificial intelligence to their applications within minutes, such as generating images, editing images, fine-tuning models, retrieving text context, etc.

Open source machine learning framework

Open source machine learning framework

Google JAX is a machine learning framework for transforming numerical functions, which Google refers to as XLA (Accelerated Linear Algebra) that combines modified versions of Autograd (gradient function automatically obtained through function differentiation) and TensorFlow. The design of this framework follows the structure and workflow of NumPy as much as possible, and works collaboratively with various existing frameworks such as TensorFlow and PyTorch. The main functions of JAX include: Grad: Automatic differentiation Jit: compile Vmap: automatic vectorization Pmap: SPMD programming

The Vercel AI SDK is a development kit launched by the front-end website development and hosting platform and Next.js development team "Vercel" for quickly building AI chatbot website applications. It can help developers build conversational AI user interfaces using JavaScript and TypeScript.

The Large Language Model (LLM) is becoming a revolutionary technology that enables developers to build applications that were previously impossible to build. However, using these LLMs alone is often not enough to create a truly powerful application - when you can combine them with other computing or knowledge sources, you may realize their true capabilities.