Amazon Opensearch
OpenSearch
https://github.com/opensearch-project/OpenSearch
Elasticsearch vs Amazon OpenSearch
- Amazon OpenSearch vs. Elasticsearch | Elastic
- Elasticsearch vs. OpenSearch: Performance and resource utilization analysis | Elastic Blog
Bedrock OpenSearch
- AWS OpenSearch SearchOCU keeps hitting the max limit | AWS re:Post
- My OpenSearch domain exhibited unexpected Search Capacity Unit (SearchOCU) scaling behavior correlated with the number of Collections, even with minimal query activity. After deleting a large number of Collections, retaining only critical Collections totaling less than 5GB, the SearchOCU count decreased to 2. Previously, with a significantly higher number of Collections, the SearchOCU count was substantially inflated, despite low query volume.
- This observation suggests that the sheer presence of a large number of OpenSearch Collections, independent of active search queries, influences SearchOCU consumption. While I understand the impact of query load on scaling, the mechanism by which the number of Collections drives SearchOCU inflation remains unclear.
Pricing
- Open-Source Search Engine - Amazon OpenSearch Service Pricing - AWS
- Managing capacity limits for Amazon OpenSearch Serverless - Amazon OpenSearch Service
- OpenSearch Compute Units (OCUs)
- Maximum indexing capacity – OpenSearch Serverless can increase indexing capacity up to this number of OCUs.
- Maximum search capacity – OpenSearch Serverless can increase search capacity up to this number of OCUs.
Optimizations
- Operational best practices for Amazon OpenSearch Service - Amazon OpenSearch Service
- Improve your Amazon OpenSearch Service performance with OpenSearch Optimized Instances | AWS Big Data Blog
- Performance tuning - OpenSearch Documentation
- Optimizing query performance using OpenSearch indexing - OpenSearch Documentation
- Improve the indexing performance in OpenSearch Service | AWS re:Post
OpenSearch Data Prepper
- OpenSearch Data Prepper - OpenSearch Documentation
- GitHub - opensearch-project/data-prepper: OpenSearch Data Prepper is a component of the OpenSearch project that accepts, filters, transforms, enriches, and routes data at scale.
- Overview of Amazon OpenSearch Ingestion - Amazon OpenSearch Service
Links
- Working with vector search collections - Amazon OpenSearch Service
- OpenSearch in 2025: Much more than an Elasticsearch fork | InfoWorld
- AWS re:Invent 2024 - OpenSearch: A journey from fork to Linux Foundation...
- Modernize your search and log analytics with Amazon OpenSearch Serverles...
- AWS re:Invent 2021 - What's new in Amazon OpenSearch Service
- Building Multi-Tenant Solutions with Amazon OpenSearch Service - AWS Onl...
- Amazon OpenSearch Service as a Vector Database
- AWS re:Invent 2023-Vector database and zero-ETL capabilities for Amazon ...
- Amazon OpenSearch Service for Vector Search: Demo | Amazon Web Services
- AWS re:Invent 2023 - Improve your search with vector capabilities in Ope...
- Cost Optimization for OpenSearch Workloads - AWS Analytics in 15
- AWS re:Invent 2024 - Maximize efficiency and reduce costs with Amazon Op...
- All About Amazon OpenSearch Ingestion | Amazon Web Services
- Demo: Chat with your PDFs using Amazon OpenSearch Service | Amazon Web S...
- Launching your first vector engine on Amazon OpenSearch Serverless | Ama...
- Demo: Searching with Amazon OpenSearch Serverless | Amazon Web Services
- Amazon OpenSearch Serverless
- Amazon OpenSearch Serverless | Amazon Web Services
- Amazon OpenSearch Service | Amazon Web Services
- Demo: Zero to Hero with Amazon OpenSearch Service | Amazon Web Services
- AWS re:Invent 2022 - [NEW LAUNCH!] Provision & scale OpenSearch resource...
- Power Your Vector Search with Amazon OpenSearch Service - AWS Analytics ...