Multimodal Data with LanceDB: A Simple Guide

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The data seems to be happening all over the world. Data may be in the form of text, images, video, audio, etc. Diverse data in combination with other media are referred to as multimodal data. However, such information is not easy to store. LanceDB is a tool for managing multiple databases. In this article, we will explore the features, relationships, and real-world applications of LanceDB.

What is Multimodal Data?

Any given data may be multimodal, or it may be in different forms, for an example, a social media post. It has:

• Text: A caption or comment.
• Image: A photo or meme.
• Video: A short clip
• Audio: Background music or voiceover.

Different types of data provide a better understanding of what the post is about; however, managing and analyzing this mix can be quite challenging. This is where LanceDB comes in.

What is LanceDB?

LanceDB is a next-gen kind of database that provides a solution for multi-modal data management. It helps store, search, and analyze data in all possible forms: text, images, or videos; LanceDB stores, retrieves, and analyzes them

Why Use LanceDB for Multimodal Data?