product
Data quality: Editorially ReviewedRetrieval & data layer
Vector Databases
Software & technology
Workflow orchestration
Freemium
SaaS (vendor-hosted)
Retrieval & semantic search
MongoDB Atlas Vector Search
Vector Databases
Overview
MongoDB Atlas Vector Search provides vector similarity search natively integrated into MongoDB Atlas, allowing developers to store embeddings alongside document data. It supports approximate nearest-neighbor search with HNSW indexing, hybrid search combining vector and Atlas Search full-text, and metadata filtering.
- Pricing model
- Freemium
- Deployment
- SaaS (vendor-hosted)
- Regions served
- Global
- Categories
- Retrieval & data layer, Vector Databases, Software & technology, Workflow orchestration, Freemium, SaaS (vendor-hosted), Retrieval & semantic search
- Last updated
- 2 October 2026
- Published
- 2 October 2026
Use cases
Workflow orchestration
Deployment options
SaaS (vendor-hosted)
Data sources & provenance
Where this information came from, how it was checked and when it was last looked at. “Last updated” records a change to the record — it does not mean the record was verified.
- Data quality
- Data quality: Editorially Reviewed
- Primary source
- mongodb.com
- Sources cited
- 2
- Last reviewed
- 28 September 2026
- Last updated
- 2 October 2026
Spotted something out of date?
Anyone can suggest a correction — you don't need an account. An editor checks every suggestion against the sources before the record changes.