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Efficient large-scale filtering with bitmap filtering in OpenSearch
OpenSearch is a powerful open-source search and analytics engine that enables you to efficiently search and filter large datasets. A common search pattern involves filtering documents based on whether a...
From chaos to clarity: Revolutionizing OpenSearch clients and documentation using a unified API specification
In February 2024, we decided to revamp the OpenSearch API Specification repository by adopting the OpenAPI Specification. While this change offered significant benefits, we encountered some challenges during implementation. Most...
Enhancing OpenSearch anomaly detection: Reducing false positives through algorithmic improvements
The OpenSearch Anomaly Detection plugin is powered by the Random Cut Forest (RCF) algorithm. Although RCF is a powerful algorithm, false alarms reduce its practical value because users must spend...
Zero to RAG: A quick OpenSearch vector database and DeepSeek integration guide
OpenSearch now integrates with DeepSeek, offering powerful and cost-effective AI capabilities. In this blog post, we’ll guide you through setting up a retrieval-augmented generation (RAG) system using OpenSearch and the...
OpenSearch now supports DeepSeek chat models
We’re excited to announce that OpenSearch now supports DeepSeek integration, providing powerful and cost-effective AI capabilities. DeepSeek-R1 is a recently released open-source large language model (LLM) that delivers similar benchmarking...
Introducing OpenSearch JavaScript client 3.0
We’re excited to announce the release of OpenSearch JavaScript client 3.0.0. This version introduces significant improvements, including enhanced readability and consistency and a more accurate interface for interacting with OpenSearch...