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Site URL: opensearch.org/blog

Feed URL: opensearch.org/feed.xml

Posts: 15

Followers: 1

How sorting works in hybrid queries

Published: October 17, 2024 21:35

Since the introduction of hybrid queries in OpenSearch 2.10, they have become increasingly popular among users who want to improve the relevance of their semantic search results. Hybrid queries combine full-text lexical search and semantic search in order…

Empowering Action Through Accessibility

Published: October 14, 2024 17:18

Accessibility is no longer just a legal requirement — it’s a cornerstone of inclusivity and innovation. At Protegrity, we understand the importance of making our technology accessible to all users, regardless of their abilities, experiences, or expertise…

Optimizing query performance: The implementation of the OpenSearch index request cache

Published: October 8, 2024 17:37

Speed and efficiency are essential for search users. OpenSearch achieves these through various mechanisms, one of the most important of which being the index request cache. This blog post describes how this cache is implemented and how it optimizes query…

OpenSearchCon North America 2024: A treasure trove of opportunities

Published: October 8, 2024 17:37

The third annual OpenSearchCon North America is just around the corner, and this year’s event promises to be an absolute must-attend for anyone looking to dive into search; analytics, observability, and security; community; or operating OpenSearch. From…

Using search latency monitoring at the coordinator-node-level

Published: October 1, 2024 23:00

Responsiveness is core to any search solution, and communication delays between search requests and responses can present problems for your users. This is why many administrators monitor search latency: the amount of time between when a search request is…

Boosting vector search performance with concurrent segment search

Published: September 22, 2024 22:19

In OpenSearch, data is stored in shards, which are further divided into segments. When you execute a search query, it runs sequentially across all segments of each shard involved in the query. As the number of segments increases, this sequential execution…

An overview of rank normalization in hybrid search

Published: September 19, 2024 21:19

Rank normalization is a crucial process in hybrid search systems, ensuring that scores from different search algorithms are adjusted to a common scale. This allows for fair and accurate comparisons, preventing any single algorithm from disproportionately…

Introducing OpenSearch 2.17

Published: September 17, 2024 21:41

OpenSearch 2.17 is now available! You can download the latest version of OpenSearch to explore exciting new features and enhancements designed to improve machine learning (ML) integration, scalability, cost efficiency, and search performance. This release…

Introducing OpenSearch 2.16

Published: September 17, 2024 14:32

OpenSearch 2.16 is here with an expanded toolkit to make it easier to build search and generative AI applications, along with more advancements in performance and efficiency and upgrades that improve ease of use. You can try the latest version using…

Building the future of OpenSearch together

Published: September 16, 2024 08:41

As announced today, the OpenSearch Project is now part of the newly formed OpenSearch Software Foundation, a community-driven initiative under the Linux Foundation. This marks a major milestone in the history of the OpenSearch Project, and we couldn't be…

Improving search efficiency and accuracy with the newest v2 neural sparse models

Published: September 16, 2024 08:41

OpenSearch announces the availability of v2 series neural sparse models that enhance the efficiency of semantic sparse retrieval while accelerating inference and improving search.

OpenSearch Project Roadmap 2024–2025

Published: September 12, 2024 23:39

OpenSearch is a rapidly growing open-source product suite comprising a search engine, an ingestion system, language clients, and a user interface for analytics. OpenSearch contributors and maintainers are innovating in all these areas at a fast pace. To…