---
canonical: "https://www.softatlas.io/opensearch/products/opensearch-vector-engine"
name: "OpenSearch Vector Engine"
provider: "OpenSearch"
category: "Artificial Intelligence / AI Infrastructure / Vector Databases"
review_count: 0
ai_powered: false
website: "https://opensearch.org/platform/vector-engine"
updated: "2026-07-10"
---

# OpenSearch Vector Engine

By [OpenSearch](/opensearch.md)

OpenSearch Vector Engine powers machine learning and generative AI applications with a high-performance database designed for the way AI understands data.

## Features
- Perform vector search using k-nearest neighbors (k-NN)
- Index and store high-dimensional vector data
- Execute low-latency similarity searches
- Integrate AI-generated assets with vector, lexical, and hybrid search
- Manage and operationalize AI models and vectors
- Enhance search with advanced indexing algorithms like HNSW and IVF
- Provide fault tolerance and resource access controls
- Support scalability to tens of billions of vectors

## Built for
DEVELOPERS, OPERATIONS, EXECUTIVES

Source: https://www.softatlas.io/opensearch/products/opensearch-vector-engine