What is Embedding?
A numerical representation of text, images, or audio as a vector in a high-dimensional space.
Embeddings capture the semantic meaning of data. In this space, similar concepts are located closer together. This allows AI systems to understand that 'king' and 'queen' are related, or that 'dog' and 'canine' are similar.
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Large Language Model (LLM)
A deep learning algorithm that can recognize, summarize, translate, predict, and generate text and other content based on knowledge gained from massive datasets.
AI Agent
An autonomous software program capable of perceiving its environment, reasoning, and taking actions to achieve specific goals with minimal human intervention.
Retrieval-Augmented Generation (RAG)
A technique that enhances the accuracy and reliability of generative AI models with facts fetched from external sources.