Top Free Alternatives to Google Vertex AI
Stop paying expensive subscriptions for Enterprise Search tools. Discover the best free and open-source replacements for Google Vertex AI.
Why switch from Google Vertex AI?
Google Vertex AI is a proprietary service with licensing limits and pricing models that scale with usage or user counts. Switching to an open-source alternative lets you self-host, secure your business data, and avoid licensing taxes.
Qdrant
Free / Open Source
Vector similarity search engine with extended filtering support
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support
SeMI
Free / Open Source
Real-time vector search engine
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support
Zilliz
Free / Open Source
Vector database for AI applications
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support
Seldon
Free / Open Source
Deployment & monitoring for machine learning at scale
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support