OpenSearch Community Member: Minal Shah

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OpenSearch

OpenSearch is a powerful search and analytics engine built on Apache Lucene.

OpenSearch Dashboards

Our data visualization toolset is a flexible, fully integrated solution for visually exploring and querying your data.

OpenSearch Data Prepper

A server-side data collector designed to enrich, transform, and aggregate data for downstream analytics with OpenSearch.

Capabilities

Machine Learning and AI

Vector Database

Anomaly Detection

E-Commerce

Document Search

Observability

Performance Monitoring

Log Analysis

Security Analytics

Threat Intelligence

Event Correlation

Performance Benchmarks

View key performance metrics across different workloads

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OpenSearch Blog

Most Recent Articles
Optimizing inference processors for cost efficiency and performance	May 29
Do more with less: Save up to 3x on storage with derived vector source	May 20
Finding a replacement for JSM in OpenSearch 3.0	May 19
Intelligent troubleshooting using OpenSearch 3.0's plan-execute-reflect agent	May 19
OpenSearch Project update: Performance progress in OpenSearch 3.0	May 14
OpenSearch Benchmark: An update	May 12
Real-time query monitoring with live queries in OpenSearch 3.0	May 09
Introducing the z-score normalization technique for hybrid search	Apr 28
Recipes to vectors: Building a hybrid search app with OpenSearch	Apr 25
OpenSearch version 3.0: New features, breaking changes from Apache Lucene 10,...	Apr 24

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Speak with other developers in the OpenSearch community in our public Slack.

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Join us for in-person and virtual events to learn the latest about the project.

OpenSearchCon

OpenSearchCons in 2024

North America (San Francisco): September 24-26

India (Bengaluru): June 26

Europe (Berlin): May 6-7

Documentation Library

OpenSearch and Dashboards

Build your OpenSearch solution using core tooling and visualizations.

OpenSearch Benchmark

Measure performance metrics for your OpenSearch cluster.

OpenSearch Data Prepper

Filter, mutate, and sample your data for ingestion into OpenSearch.

Clients

Interact with OpenSearch from your application using language APIs.

OpenSearch Project Roadmap

Read our blog on 2024-2025 project development plan and beyond!

12 Feb 2025	Introducing reciprocal rank fusion for hybrid search
31 Jan 2025	Instant DeepSeek: One-click activation with OpenSearch
17 Oct 2024	How sorting works in hybrid queries
08 Apr 2024	Configurable automation for OpenSearch ML use cases
16 Jan 2024	OpenSearch AI and machine learning: Recapping 2023 and what’s next
25 Jul 2023	Introducing extensions for OpenSearch

Minal Shah

Minal Shah's Roles

Blog Posts & Articles by Minal Shah

Most Recent Blog Posts

technical post

Introducing the z-score normalization technique for hybrid search

technical post

Navigating pagination in hybrid queries with the pagination_depth parameter

Other Blog Posts

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