Overview

SingleStore Kai is an API designed to integrate MongoDB® applications with SingleStore, enabling real-time analytics on JSON data without the need for code modifications or data transformations. By translating MongoDB queries into SQL statements, SingleStore Kai leverages SingleStore's distributed architecture to execute complex analytics at unprecedented speeds. This approach combines the flexibility of NoSQL with the performance of SQL, facilitating seamless scaling and advanced analytics capabilities.

Features and Capabilities

• Zero-Code Integration: Utilize existing MongoDB queries without the need for schema changes or data migrations.
• Enhanced Performance: Achieve up to 100x faster analytics on JSON data compared to traditional MongoDB setups.
• Vector Search Support: Perform semantic searches and similarity matching using vector functions like dot_product and euclidean_distance.
• MongoDB Compatibility: Maintain compatibility with MongoDB drivers and tools, ensuring a smooth transition.
• Real-Time Analytics: Execute complex aggregation pipelines and queries in real time, enhancing application responsiveness.
• Scalability: Leverage SingleStore's distributed architecture to scale applications effortlessly.
• Integrated Shell: Access the Kai Shell within the SingleStore Cloud Portal for direct query execution.
• Data Replication: Easily replicate MongoDB collections into SingleStore using built-in tools.
• AI Readiness: Support for vector-based operations positions applications for AI and machine learning integrations.