Qdrant

Unlock the full potential of AI agents with powerful vector search and scalable infrastructure, allowing them to handle complex tasks and adapt in real time

Enhance quality of AI-generated content by leveraging efficient nearest neighbor search and payload filtering features for retrieval-augmented generation

Transform approach to data analysis and anomaly detection by leveraging vectors to quickly identify patterns and outliers in complex datasets for robust real-time anomaly detection

Handle multimodal data (image, sound, video, text) with fast and accurate search algorithms

Advanced similarity search engine designed to handle high-dimensional vectors with fast and accurate search algorithms

Automatic backup and disaster recovery features

Quick deployment in any environment with Docker and a lean API for easy integration, ideal for local testing

Bring your own cluster from any cloud provider, on-premise infrastructure, or edge locations and connect them to the managed cloud

Deploy Qdrant fully on-premise for maximum control and data sovereignty

Enterprise-grade Managed Cloud with vertical and horizontal scaling and zero-downtime upgrades

Support for AWS, GCP, and Azure with multiple region options

Lean and straightforward API for easy integration with applications

Ability to upgrade the database without service interruption

Centralized management of multiple clusters across different deployments

Central monitoring, log management and alerting capabilities

Purpose built in Rust for unmatched speed and reliability even when processing billions of vectors

Fully managed cloud vector database solution with automatic scaling and management

Cloud-based inference capabilities integrated with Qdrant

Edge deployment option of Qdrant for distributed and edge computing scenarios

Create highly responsive and personalized recommendation systems with tailored suggestions using Recommendation API with flexible options like best score recommendation strategy

Built-in high availability with automatic healing capabilities

Elevate apps with advanced search capabilities, processing high-dimensional data with nuanced similarity searches and semantic understanding, including multimodal data

Advanced filtering capabilities on vector payloads for refined search results

Built-in compression options and ability to offload data to disk to dramatically reduce memory usage and improve cost efficiency

Standard support and uptime SLAs with option to upgrade to Premium support