Yandex Managed Service for OpenSearch Reviews

You can easily assess the effort required to scale your database infrastructure. SolarWinds®, Database Performance Monitor (DPM), is a SaaS-based platform which helps improve system performance, team efficiency and infrastructure cost savings. It provides full visibility into all major open-source databases such as MySQL, PostgreSQL and MongoDB, Amazon Aurora and Redis. You can quickly search for new queries by comparing the performance of your code with system performance using before and after charts. Visualize query behavior and system metrics to identify performance issues and improve impact.

Searching and analyzing structured data is easy; however, over 80% of generated data is unstructured, requiring a different approach. Machine learning converts unstructured data into high-dimensional vectors of numerical values, which makes it possible to find patterns or relationships within that data type. Unfortunately, traditional databases were never meant to store vectors or embeddings and can not meet unstructured data's scalability and performance requirements. Zilliz Cloud is a cloud-native vector database that stores, indexes, and searches for billions of embedding vectors to power enterprise-grade similarity search, recommender systems, anomaly detection, and more. Zilliz Cloud, built on the popular open-source vector database Milvus, allows for easy integration with vectorizers from OpenAI, Cohere, HuggingFace, and other popular models. Purpose-built to solve the challenge of managing billions of embeddings, Zilliz Cloud makes it easy to build applications for scale.