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Large Vector Database

Artificial intelligence (AI) systems are trained using large amounts of data to learn and improve their performance. This is because AI algorithms use deep-learning techniques to find correlations and make predictions based on the data they have been trained on. The more diverse and representative the data is, the better the AI will be able to learn and generalize from that data. To create accurate and reliable AI models, it is important to ensure that the data used for training is of high quality, well-structured, and covers a wide range of scenarios and use cases. This allows the AI to learn from a variety of perspectives and make more accurate predictions or decisions when applied to new data. Therefore, having massive amount of good data is essential for developing robust and accurate AI models that can be applied in a variety of contexts and provide value to businesses and individuals alike. Good data comes from a well-managed database where knowledge and facts are maintained and fed to the AI systems to reach another level of intelligence. The vector database in JaguarDB can store and index the embeddings of image and text data for fast search in a multi-node distributed architecture which can be easily scaled out horizontally several magnitudes faster than any other distributed databases.

Data Convergence

Unlock the immense potential of data convergence with JaguarDB, a pioneering platform that seamlessly brings together vector data, time series, and location data into a unified ecosystem. With JaguarDB, you can effortlessly manage and leverage diverse data types in a single, comprehensive solution. This convergence empowers you to unlock comprehensive insights, enabling informed decision-making with unparalleled efficiency and precision. By consolidating various data types in one place, JaguarDB eliminates the need for multiple disjointed systems. This streamlined approach not only simplifies data management but also proves cost-effective, particularly for large-scale data systems. Rather than investing in separate solutions for AI vector data, time series, and location data, JaguarDB offers a centralized platform that efficiently handles all these data types, reducing operational complexities and lowering overall costs. Moreover, with JaguarDB's unified platform, you can leverage the synergies among different data types, leading to enhanced data-driven insights and more accurate predictive models. The seamless convergence of data enables cross-domain analysis and empowers you to derive deeper contextual understanding, driving innovation and fostering data-driven decision-making. Experience the transformative power of data convergence with JaguarDB. Break down silos, streamline operations, and gain a competitive edge by harnessing the full potential of vector data, time series, and location data in a single, unified platform. Maximize efficiency, cost-effectiveness, and the value of your data assets with JaguarDB's comprehensive solution for data convergence.

Instant Scalability

Jaguar vector database is a highly scalable and is designed for managing billions of vectors effortlessly. Traditional methods for achieving horizontal scalability, such as consistent hashing, involve data migration and become time-consuming as datasets grow. However, JaguarDB's unique ZeroMove Hashing data distribution technology allows for instant scaling with zero data migration. For example, scaling from 1000 to 4000 nodes in a JaguarDB cluster takes only a few seconds, enabling the system to store five times more data without interruption. Scaling in JaguarDB is an instant processing that requires no data migration, making it an ideal choice for large-scale vector management systems.

Realtime AI

Jaguar vector database revolutionizes AI analysis by providing real-time computation of aggregated values within user-defined time series windows. With JaguarDB, obtaining statistical values of data columns is an instant process, eliminating the need for additional computations. This seamless availability of aggregated data empowers seamless real-time computing and analysis, enabling you to make prompt and informed decisions. By delivering instantaneous results, JaguarDB accelerates the analysis process, saving valuable time and resources. Traditional methods that involve manual computations and time-consuming data processing can never match the speed and accuracy provided by JaguarDB. Once you witness the seamless real-time computation and vector analysis, you will never want to revert to traditional methods.

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JaguarDB offers comprehensive support for vector database in artificial intelligence, along with instantly scalable datalake storage for raw media files and robust similarity search capabilities. This facilitates efficient handling of large datasets and enhances AI applications that require rapid data retrieval and similarity comparisons. JaguarDB, with integrated features, provides a seamless solution for managing and analyzing complex data in AI-driven environments.


AI VectorDB
AI Datalake
Time Series
Client Drivers


Cloud Admin Manual
Developer Guide
Configuration Help
Frequent Questions
ZeroMove Demo
Video Introduction


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