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ChatGPT OpenAI: fine-tuning, embeddings, RAG (retrieval-augmented generation)
Let's take a closer look:
Fine-tuning — fine-tuning the model on its specific data sample.
Embeddings — vector representations of words, phrases, or documents used to search for and compare semantic similarities.
RAG (Retrieval-Augmented Generation) — an approach in which the model first searches for information in the knowledge base and then generates a response based on what it finds.