ChatGPT has demonstrated how powerful and attractive large language models are. OpenAI API allows you to use word embeddings to tailor a ChatGPT-like app for your business. This article covers the following: To illustrate how to build an app that uses pgvector and the OpenAI API, we created Ask Neon, a ChatGPT-like app that answers […]

Materialize

Bobby Iliev

DevOps

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This guide provides step-by-step instructions on building an AI-powered chatbot using Vercel, OpenAI, and Postgres. It explains the fundamentals and benefits of word embeddings, the use of the pgvector extension in Postgres for similarity analysis, and how to create and fine-tune a chatbot API using these technologies. Additionally, it covers optimization techniques to enhance model performance and reduce costs.

Building an AI-powered ChatBot using Vercel, OpenAI, and Postgres