✨ GeoEmbeddings Private Beta

We're thrilled to announce the private beta launch of GeoEmbeddings, a powerful new service that brings spatial awareness and time context to vector search. This is an exciting milestone as we continue to expand Geobase's capabilities for geospatial AI and remote sensing applications.

What is GeoEmbeddings?

GeoEmbeddings is a specialized service that enables you to store, search, and query embeddings alongside their geographic footprint, capture time, and rich metadata—all in one place. Unlike traditional vector databases that don't understand space and time, GeoEmbeddings bridges the gap between geospatial data and AI embeddings.

Key capabilities

• 📍 Spatially-aware storage — Link embeddings to point, line, or polygon footprints
• 🕑 Time of capture — Perfect for satellite and drone data with temporal context
• 🔎 Hybrid queries — Filter by area, time, or properties and then re-rank results with vector similarity
• 📦 Bulk ingest — Upload millions of embeddings via Parquet, CSV, or NDJSON
• ⚡ High-performance indexes — Powered by PostGIS + pgvector, tuned for scale
• 🇪🇺 EU-based hosting — Data stored and processed entirely within the European Union, meeting GDPR and data residency requirements

Why Private Beta?

We're launching GeoEmbeddings as a private beta to ensure we can provide the best possible experience for our early users. During this phase, we'll be:

• Gathering feedback from real-world use cases to refine the API and features
• Providing dedicated support to help you get started and troubleshoot any issues
• Iterating quickly based on your needs and requirements
• Ensuring stability before opening up to a broader audience

Your input during this private beta will directly shape the future of GeoEmbeddings and help us build the most powerful geospatial vector search platform possible.

Benefits of Joining Early

As an early beta user, you'll get:

• Priority access to new features and improvements as we roll them out
• Direct line to our team for support, feature requests, and feedback
• Influence on the roadmap — your use cases will help prioritize what we build next
• Early adopter pricing — special rates for beta participants
• Documentation and tutorials tailored to your specific needs

Who is This For?

GeoEmbeddings is perfect for:

• Remote sensing teams managing drone and satellite archives who need to find similar imagery patches
• Researchers building spatio-temporal AI models that require both semantic similarity and spatial filtering
• Product developers adding semantic search capabilities to geospatial applications
• Enterprises requiring GDPR-compliant, EU-based vector storage for sensitive geospatial data

Sign Up for Early Beta Access

Ready to get started? Join our private beta by signing up above. We'll review your application and get back to you within a few business days with access details and next steps.

What's Next?

Once you're approved for the private beta, you'll receive:

1. Access credentials and API documentation
2. Onboarding support to help you get started quickly
3. Sample datasets and code examples to kickstart your integration
4. Invitation to our beta community where you can connect with other early users

We're excited to have you join us on this journey. Your feedback and use cases will be invaluable as we continue to build and refine GeoEmbeddings.

If you have any questions about the private beta or want to learn more about GeoEmbeddings, feel free to reach out to us at hello@geobase.app or join our Discord community.