Ecosystem & Stack: pydantic

A Python agent framework built by the Pydantic team, designed to simplify and accelerate the development of production-grade Generative AI applications with type safety and robust observability.

A Python library for representing, transmitting, storing, and retrieving multimodal data, designed for AI applications.

Outlines is a Python library that guarantees structured outputs from Large Language Models (LLMs) during generation, eliminating the need for post-processing and ensuring data validity.