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Search & Discover

Find any dataset in seconds

Search across your entire GeoLens catalog by name, description, or semantic meaning. Filter by geometry type — vector, raster, or table — and preview datasets on a map before you export.

  • Full-text + semantic (pgvector) search over thousands of datasets
  • Filter by vector, raster, or table type
  • Preview extents and sample features before downloading

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Create & Share Maps

Compose multi-layer maps in minutes

Combine vector and raster datasets from your catalog with point-and-click layer controls. Pick basemaps, reorder layers, adjust styling, and publish a shareable map URL without writing SQL or leaving the browser.

  • Drag-and-drop layer ordering and visibility
  • Save and share maps via signed links with expiry
  • Embed maps in any webpage with a secure token

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Ingest Any Format

Upload, validate, publish

Drop a GeoJSON, Shapefile, GeoPackage, CSV, or OGC service URL and GeoLens handles validation, CRS inspection, column sampling, and catalog indexing automatically. Metadata fills in from the file; you just click publish.

  • Vector, CSV, GeoPackage, Shapefile, GeoJSON, and OGC services
  • Automatic schema + CRS detection with sample-value preview
  • Optional title/summary overrides before commit

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Raster & VRT Mosaics

Serve Cloud-Optimized GeoTIFFs at scale

Ingest COGs and large GeoTIFFs, build virtual raster mosaics (VRT) from multi-source grids, and serve raster tiles via Titiler with automatic styling and colormaps.

  • Cloud-Optimized GeoTIFF (COG) and multi-source VRT support
  • Automatic colormap and classification for common raster types
  • Titiler-backed tile serving — no custom tile server to run

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AI-Assisted Exploration

Ask questions about your data in plain language

Configure any OpenAI or Anthropic key and chat directly with your GeoLens catalog. Ask which datasets cover a region, request a filtered layer, or explore spatial relationships with natural language.

  • Works with OpenAI and Anthropic API keys (BYO key)
  • Map builder context-aware — AI sees your active layers
  • Reads metadata, attributes, and spatial extent to answer questions

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Role-Based Access Control

Fine-grained control for teams and tenants

Assign roles, approve or reject users, and scope dataset visibility by group. GeoLens ships with admin, editor, and viewer roles plus JWT-based sessions, OAuth, and SAML SSO in the enterprise edition.

  • Admin, editor, and viewer roles with per-resource scoping
  • OAuth (Google, GitHub, Azure) and SAML SSO in Enterprise
  • Audit log export for compliance evidence

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Standards & Compliance

OGC API compliance

GeoLens exposes industry-standard OGC API endpoints, returning the following conformance classes at /conformance. Every feature is reachable by any spec-compliant OGC client.

Features API

Read and filter geospatial features by attribute, geometry, and CQL2 expressions. Part 1 (Core) plus Part 3 (Filtering).

  • • Core
  • • GeoJSON
  • • OpenAPI 3.0
  • • CQL2 Text
  • • CQL2 JSON
  • • Basic CQL2
  • • Features Filter

Records API

Discover datasets and records via OGC-standard catalog queries — browse collections, filter by metadata, and retrieve individual records as JSON.

  • • Record Core
  • • Record Query Parameters
  • • JSON

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