As artificial intelligence (AI) continues to evolve, two standout technologies have emerged, each with unique capabilities and purposes: semantic search and generative AI. While both have transformed how we interact with data and information, they are built on different principles and serve distinct roles. This interesting topic came to us from diginomica and their article “Why semantic search is a better term than understanding for gen AI.”
Semantic search takes search accuracy to the next level by understanding the meaning and context behind queries and content. Unlike traditional keyword-based searches that rely on exact word matches, semantic search focuses on interpreting user intent and the relationships between terms.
Generative AI, on the other hand, is all about creating new content. Whether it’s generating text, images, music or other types of data, this technology uses machine learning models, like neural networks, to produce outputs that mimic the patterns of its training data.
Both technologies are game-changers in their own right. Semantic search excels at delivering highly relevant and accurate search results by grasping user intent and context. Generative AI, in contrast, shines in crafting new content by learning and replicating patterns in existing data. While they both leverage natural language processing (NLP) and demonstrate an understanding of context, their functions and mechanics are fundamentally different. Understanding these distinctions is key to using them effectively, whether to improve search performance or create innovative content.
Data Harmony, our patented and award-winning AI suite, takes semantic discovery to the next level. With explainable AI, it helps uncover emerging concepts quickly and accurately, ensuring you find the information you need when you need it. More than just an editor, Data Harmony is a full suite of tools designed to enhance your semantic search experience.
Melody K. Smith
| Data Harmony is an award-winning semantic suite that leverages explainable AI. |
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Sponsored by Access Innovations, the intelligence and the technology behind world-class explainable AI solutions.
