KDB.AI

Enhance search accuracy and analytics with a vector database designed for AI.

Book a demo   Start Free Trial

Introducing KDB.AI

  • KDB.AI is a multi-modal vector database enabling scalable, real-time AI applications with advanced capabilities such as search, personalization, and Retrieval Augmented Generation (RAG).
  • It integrates temporal and semantic relevance into workflows, helping developers optimize costs while working seamlessly with popular LLMs.
  • Built for speed and flexibility, KDB.AI supports high-performance, time-based, multi-modal data queries, making it ideal for enterprise AI solutions.

Features

Dynamic hybrid search

Combine similarity, exact, and literal search within a single query to maintain result relevance as content evolves.

Mixed search

Leverage hybrid, semantic, keyword, and temporal search to execute queries faster and achieve more accurate results.

Multimodal RAG

Seamlessly connect with Large Language Models (LLMs) to enhance and personalize search outcomes.

Zero embedding

Perform search 17x faster with 12x less memory than HNSW, eliminating the complexity of embeddings in environments with fast changing temporal data.

CPU centric

Obtain all the advantages of KDB.AI using CPUs for a performant alternative to AI processing.

Killer compression

Reduce memory and on-disk storage by 100x for slow-changing time-based data sets, accelerating search by 10x​.

Use cases

BEHAVIORAL ANALYTICS

Spot patterns and anomalies, drive smarter decisions

Analyze trends, detect anomalies, and forecast events with unmatched efficiency. Leverage time-oriented data to spot patterns and outliers to enable faster, data-driven decision-making.

MULTI-MODAL RAG

Bridge LLMs and unstructured data for AI success

Easily integrate with LLMs for personalized, high-quality search results. Process unstructured data enabling advanced modeling and efficient handling of Generative AI complexities.

ADVANCED SEARCH

​Fast, scalable search across all your data types

Enable hybrid, semantic, keyword, and temporal searches to meet the growing demand for scalable, high-performance vector rendering in modern applications.

Related content

Products

Start building scalable and reliable AI applications.

KDB.AI Cloud

Experiment with smaller generative AI projects with a vector database in our cloud.

  • 4 GB memory per instance
  • 30 GB data storage
  • Get started quickly with sample projects

Sign up free Learn more

KDB.AI Server

Evaluate large scale generative AI applications on-premises or on your own cloud provider.

  • Single container deployment
  • Scale to your requirements
  • Customize to your dev environment

Free for 90 days

Integrates with GenAI tools

Ready to get hands on?

KX Academy

Get started on KDB.AI with free, interactive, on-demand training.

Learn more

KX Community

Connect with experts and get to grips with our vector database.

Learn more

Documentation

The docs you need to start building scalable AI applications.

Learn more

Accelerate your journey to AI-driven innovation with a tailored KX demo.

Our team can help you to:

  • Designed for streaming, real-time, and historical data
  • Enterprise scale, resilience, integration, and analytics
  • An extensive suite of developer language integrations

Book a demo with an expert

"*" indicates required fields

By submitting this form, you will also receive sales and/or marketing communications on KX products, services, news and events. You can unsubscribe from receiving communications by visiting our Privacy Policy. You can find further information on how we collect and use your personal data in our Privacy Policy.

This field is for validation purposes and should be left unchanged.

A verified G2 leader for time-series

Recognized by G2 as a ‘Momentum Leader’ for time series databases, and stream analytics, as ‘Leader’ for time series Intelligence, and as ‘High Performer’ for columnar databases—KX is driving innovation in real-time data analytics.

KX G2 Badge Momentum Leader Winter 2025
KX G2 Badge High Performer Winter 2025
G2 Users Love Us

Read Reviews