Sign up to save tools and stay up to date with the latest in AI
bg
bg
1

Introducing the OpenAI Switch Kit: Move from closed to open-source AI in minutes – PostgresML

Dec 06, 2023 - postgresml.org
The article discusses the OpenAI Switch Kit, an open-source AI SDK developed by PostgresML, which provides a drop-in replacement for OpenAI’s chat completion endpoint. The authors highlight the benefits of open-source models over proprietary ones, such as performance and reliability, safety and privacy, model censorship, and flexibility and customization. They provide examples of how to use the Switch Kit with different models and emphasize that unlike OpenAI, they are not restricted to using a few censored models, but have access to almost any model out there.

PostgresML is a complete MLOps platform in a simple PostgreSQL extension that enables PostgreSQL to act as a GPU-powered AI application database. The platform is free and open-source, and users can host their database with PostgresML or locally. The authors invite readers to try out the platform and provide feedback.

Key takeaways:

  • Open-source models are emerging as strong contenders to proprietary models like OpenAI, offering benefits in performance, reliability, safety, privacy, and flexibility.
  • The OpenAI Switch Kit is an open-source AI SDK that provides a drop-in replacement for OpenAI’s chat completion endpoint, making it easy to switch from OpenAI to open-source.
  • PostgresML is a free and open-source MLOps platform that allows PostgreSQL to act as a GPU-powered AI application database, simplifying and speeding up ML workflows.
  • PostgresML offers a serverless database for free, with usage-based billing starting at just five cents an hour per GB GPU cache, allowing users to explore the power of in-database and open-source ML/AI.
View Full Article

Comments (0)

Be the first to comment!