ShipGPT is a comprehensive AI development platform that provides a boilerplate for creating AI applications. With a ready-made front end and backend, ShipGPT allows developers to transform their ideas into fully-fledged AI-powered applications quickly. It offers an array of tools, documentation, and support to simplify the process, making it ideal for both novice and experienced developers looking to enhance their workflow and productivity.

Flat AI is a minimal-dependency Python framework from MindsDB designed to embed AI capabilities into products quickly. It supports chat, document retrieval and QA, text summarization, and more through a consistent interface. Developers can connect to OpenAI, Hugging Face, Anthropic, and other LLMs, as well as popular vector stores, without managing infrastructure. Flat AI handles prompt templating, batching, caching, error handling, multi-tenancy, and monitoring out of the box, enabling scalable, secure deployment of AI features in web apps, analytics tools, and automation workflows.