Best 6 Database Tools of 2025

Activeloop Deep Lake is a database designed specifically for artificial intelligence, supporting efficient storage and retrieval of multimodal data (such as text, images, and videos). By optimizing data processing workflows, it helps enterprises and developers quickly build and deploy AI applications, significantly improving data preparation and model training efficiency. Deep Lake's technological advantages lie in its high performance, scalability, and ease of use, making it crucial infrastructure in AI development. The product primarily targets enterprise users and AI developers, offering flexible pricing plans to meet the needs of users of different scales.

CapybaraDB is an AI-native database designed to streamline data processing and storage with built-in AI capabilities. It unifies various storage types, including NoSQL, vector database, and object storage, into a single interface, eliminating the need for developers to manage multiple databases or complex pipelines. CapybaraDB offers automated data processing features like media-to-text conversion, text chunking, embedding generation, and vector indexing, significantly boosting development efficiency. Its MongoDB compatibility allows it to benefit from a rich ecosystem and community support. CapybaraDB is positioned as an efficient, low-cost database solution for developers and enterprises seeking to build AI applications quickly.

Milvus is an open-source vector database built specifically for similarity search on large, high-dimensional vectors. It supports pip installation, integrates seamlessly with popular AI development tools, and scales to billions of vectors. Milvus's efficient vector similarity search capabilities empower developers to build powerful and scalable image retrieval systems, whether managing personal photo libraries or developing commercial image search applications. It provides a robust foundation for unlocking the hidden value within image collections.

SvectorDB is a serverless vector database designed to maximize agility and minimize costs. It addresses database pain points, allowing you to focus on scaling your product from 1 vector to 1 million vectors.

AskYourDatabase is a ChatGPT plugin that allows for conversational interaction with databases using natural language, eliminating the need to write SQL statements. Users can easily connect their SQL or NoSQL databases and uplift their efficiency by conversing to acquire data insights, visualize data, insert test data, and design table structures, among other tasks.

PostgresML is a GPU-accelerated Postgres database that helps you build AI applications quickly. It simplifies the complexity of the AI stack, allowing you to get to market faster. With PostgresML, you can use various machine learning models, such as text classification, machine translation, and question answering. It also provides scalability, efficiency, and security. For more information, please visit the official website.