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GPTs, Assistant APIs and Retrieval Augmented Generation - What has fundamentally changed

OpenAI's recent announcements of GPTs and Assistant APIs on November 6th, 2023 mark a significant advancement in the AI landscape, especially for developers and businesses looking to use AI in a more accessible and customizable manner. GPTs are a customisable version of Chat GPT that enable users to create AI experiences without writing any code where as Assistant APIs are a more powerful set of APIs to allow agent-like workflows similar to LangChain.

How to Use Assistant APIs?

OpenAI has introduced a formidable competitor to Langchain agents, known as Assistants. These user-friendly, low-code tools, aim to offer an agent-like experience, enhanced retrievals, and improved function calling capabilities.