Generative Pre-trained Transformer 3 (GPT-3) is an autoregressive language model used for text generation created by OpenAI. GPT-3 showed the amazing potential for a really smart language model to generate text and has the ability to do amazing tasks such as question answering, summarization, semantic search, chatbot, and writing poetry or an essay. Among them, we have already experimented with question answering using GPT-3, ads generation, sentence paraphrasing, and intent classification. Now let’s do some experiments for a semantic search task using GPT-3 API endpoint provided by OpenAI.
OpenAI’s API for search allows you to do a semantic search among a group of documents. Based on the semantically related query text, it provides the scores to each document and gives them ranks.
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