What is Neural Search?

Eudald
Nuclia
Published in
2 min readDec 28, 2022

Neural search is a form of AI that uses natural language processing to understand the context and meaning behind search queries, resulting in more accurate and relevant results.

Nuclia Vector search

If you like technology, you may have heard about neural search and its potential to revolutionize the way we search for information. But what exactly is neural search, and how can it benefit your tech product?

At its core, neural search is a form of artificial intelligence that uses machine learning algorithms to understand and interpret human language and search queries. Unlike traditional search algorithms, which rely on pre-determined rules and keywords to match search results, neural search uses natural language processing (NLP) to understand the context and meaning behind a search query.

One of the main benefits of neural search is its ability to provide more accurate and relevant search results. Because it can understand the meaning behind a search query, it is better able to match results to the user’s intentions, rather than just matching based on specific keywords. This can lead to a better user experience and increased satisfaction with your tech product’s search function.

Neural search can also improve the efficiency of tech product’s search function by reducing the need for users to refine their search queries. Traditional search algorithms often require users to use specific keywords and syntax in order to get the desired results, which can be frustrating for users and lead to a poor experience. Neural search, on the other hand, can understand more complex and nuanced search queries and provide results that better match the user’s intentions.

In summary, neural search is a powerful form of artificial intelligence that can improve the accuracy and relevance of search results, leading to a better user experience for your tech product. If you are in charge of a tech product it is worth considering incorporating neural search into your product to enhance its search functionality and improve the overall user experience.

In case you would like to start exploring how to start offering a next generation search experience to your users, Nuclia is a low-code API that brings AI and neural search to any application in minutes.

Wondering to know more about Nuclia Vector Database?

NucliaDB is an open source, cloud native database designed to index and store unstructured data, such as video, audio, and text. It provides high reading performance, making it ideal for applications that require fast and efficient access to large amounts of data. With NucliaDB, you have the flexibility to host your data on Nuclia’s cloud infrastructure or on your own infrastructure, depending on your needs and preferences.

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