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Imagine managing a growing logistics company with a fleet of 100 drivers, each handling an average of 10 orders per customer. PostgreSQL, your chosen database, handles daily operations smoothly. However, complex analytics involving joins and aggregations across multiple tables become sluggish as your data volume grows.
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.
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.