LBVM APIs

Large Bio Vision Model APIs with electromagnetic resonance physics and quantum mechanics analysis for satellite-verified intelligence.

Core & Health (2)
GPU & Performance (1)
Earth Engine (5)
Spectral Analysis (3)
Temporal & Change (2)
Geocoding (5)
Terrain Analysis (2)
AI Chat & Analysis (4)
Verification (4)
Dynamic Tiles (6)
Cache & Maintenance (1)

Showing 72 of 72 APIs

API Health Check

GET

/v2/health

Get comprehensive API health status including cities, GPU status, and memory statistics.

CORE
Intent: health.check

Awesome Geospatial Intelligence Analysis

POST

/v2/awesome/analyze

Comprehensive geospatial analysis combining GPU-accelerated DGGS spatial indexing, real-time satellite intelligence, AI-powered scene understanding, predictive modeling, interactive visualizations, and synthetic data generation.

OTHER
Intent: awesome.analyze
Parameters: 9

Awesome Health Check

GET

/v2/awesome/health

Health check for awesome geospatial intelligence API.

CORE
Intent: awesome.health

GPU Status & Performance

GET

/v2/gpu/status

Get comprehensive GPU status and performance metrics for optimization.

GPU
Intent: gpu.status

Earth Engine RGB Embedding

GET

/v2/earth-engine/embedding

GPU-accelerated Earth Engine RGB embeddings with customizable band assignments.

EARTH ENGINE
Intent: earth.engine.embedding
Parameters: 11

Earth Engine Band Presets

GET

/v2/earth-engine/presets

Get available band presets and configurations for Earth Engine integration.

EARTH ENGINE
Intent: earth.engine.presets

Satellite Data Availability

GET

/v2/earth-engine/satellite-data

Get satellite data availability and metadata for specified location and time range.

EARTH ENGINE
Intent: earth.engine.satellite
Parameters: 7

Earth Engine Authentication

GET

/v2/earth-engine/auth

Check Earth Engine authentication status.

EARTH ENGINE
Intent: earth.engine.auth
Parameters: 2

Earth Engine Health Check

GET

/v2/earth-engine/health

Earth Engine system health check.

EARTH ENGINE
Intent: earth.engine.health

LBVM Spectral Tiles

GET

/v2/spectral/tiles_lbvm/{city}/{z}/{x}/{y}.png

LBVM spectral tiles with electromagnetic resonance physics and quantum mechanics analysis.

SPECTRAL
Intent: spectral.lbvm.tiles
Parameters: 8

Hyperspectral Analysis Tiles

GET

/v2/spectral/tiles_hyperspectral/{city}/{z}/{x}/{y}.png

Hyperspectral analysis tiles with advanced spectroscopy and multi-dimensional band analysis.

SPECTRAL
Intent: spectral.hyperspectral.tiles
Parameters: 7

Spectral Analysis Tiles

GET

/v2/spectral/tiles_spectral/{city}/{z}/{x}/{y}.png

Spectral analysis tiles with quantum mechanics and molecular absorption analysis.

SPECTRAL
Intent: spectral.analysis.tiles
Parameters: 7

Temporal Analysis Tiles

GET

/v2/temporal/tiles_temporal/{city}/{z}/{x}/{y}.png

Temporal analysis tiles with time-series physics and change detection algorithms.

TEMPORAL
Intent: temporal.analysis.tiles
Parameters: 7

Change Detection Tiles

GET

/v2/temporal/tiles_change_detection/{city}/{z}/{x}/{y}.png

Change detection tiles with temporal physics analysis and advanced change algorithms.

TEMPORAL
Intent: temporal.change.detection
Parameters: 8

Forward Geocoding

POST

/v2/geocode/forward

Forward geocoding using GPU-accelerated spatial algorithms.

GEOCODING
Intent: geocode.forward
Parameters: 3

Reverse Geocoding

POST

/v2/geocode/reverse

Reverse geocoding with spatial hierarchy analysis.

GEOCODING
Intent: geocode.reverse
Parameters: 4

Spatial Feature Discovery

POST

/v2/geocode/features/finder

Spatial feature discovery with clustering physics.

GEOCODING
Intent: geocode.feature.finder
Parameters: 6

Feature Finder Test

GET

/v2/geocode/features/test

Test endpoint for feature finder diagnostics.

GEOCODING
Intent: geocode.features.test

Geocoding Memory Cleanup

POST

/v2/geocode/memory/cleanup

Manual GPU memory cleanup for geocoding services.

GEOCODING
Intent: geocode.memory.cleanup

Terrain Point Analysis

GET

/v2/terrain/point

Point elevation queries with terrain physics.

TERRAIN
Intent: terrain.point
Parameters: 4

Terrain Surface Analysis

GET

/v2/terrain/surface

Terrain surface analysis with physics-based calculations.

TERRAIN
Intent: terrain.surface
Parameters: 4

Verify Coordinates

GET

/v2/coordinates/coordinates/verify

Verify lat/lon coordinates against real-world satellite data and detect changes.

OTHER
Intent: coordinates.verify
Parameters: 3

Optimize Route

POST

/v2/coordinates/route/optimize

Optimize routing using real-time satellite conditions, traffic, and terrain analysis.

OTHER
Intent: coordinates.route.optimize
Parameters: 5

Get Agentic System Capabilities

GET

/v2/agentic/capabilities

Get agentic system capabilities.

OTHER
Intent: agentic.capabilities

Agentic System Health Check

GET

/v2/agentic/health

Agentic system health check.

OTHER
Intent: agentic.health

Enhanced Chat v2

POST

/v2/chat/chat

Process geospatial queries with GPU-accelerated analysis and AI-powered insights.

AI CHAT
Intent: chat.enhanced
Parameters: 8

Analysis Types

GET

/v2/chat/analysis_types

Get available analysis types and their capabilities.

AI CHAT
Intent: chat.analysis.types

Chat Health Check

GET

/v2/chat/health

Returns the health status of the enhanced chat service v2.

AI CHAT
Intent: chat.health

Generate Image

POST

/v2/syndrella/generate

Generate image using syndrella API.

OTHER
Intent: syndrella.generate
Parameters: 4

Syndrella Health Check

GET

/v2/syndrella/health

Check syndrella service health.

OTHER
Intent: syndrella.health

Chat Location Context

POST

/v2/ai-context/chat/location-context

Provide location-aware context for chatbots and voice assistants using satellite verification.

OTHER
Intent: ai.context.chat.location
Parameters: 3

Voice Location Parse

POST

/v2/ai-context/voice/location-parse

Parse location mentions from voice input and verify against satellite data.

OTHER
Intent: ai.context.voice.location
Parameters: 3

Supply Chain Trace

POST

/v2/supply-chain/supply-trace

Trace a product batch against logistics + on-chain attestations for provenance.

OTHER
Intent: supply.chain.trace
Parameters: 4

Land Parcel Verification

POST

/v2/land-parcels/parcel/verify

Verify land parcel boundaries and ownership against satellite data and blockchain records.

OTHER
Intent: land.parcels.verify
Parameters: 4

AI Fact Verification

POST

/v2/ai-verification/ai/factcheck

Verify AI-generated facts against satellite ground truth using Large Bio Vision Model embeddings.

VERIFICATION
Intent: ai.verification.factcheck
Parameters: 3

Event Verification

POST

/v2/verification/verify-event

Cross-verify user-claimed events against satellite and ground intelligence.

VERIFICATION
Intent: verification.event
Parameters: 3

Geospatial Observe

GET

/v2/verification/geospatial-observe

Return recent change polygons for an area of interest as GeoJSON Features.

VERIFICATION
Intent: verification.geospatial.observe
Parameters: 3

Verification Health Check

GET

/v2/verification/health

Health check for intelligence & verification APIs.

VERIFICATION
Intent: verification.health

Dynamic Tile System Health Check

GET

/v2/dynamic/health

Dynamic tile system health check.

DYNAMIC TILES
Intent: dynamic.health

Get Dynamic Tile Styles

GET

/v2/dynamic/styles

Get available dynamic tile styles and options.

DYNAMIC TILES
Intent: dynamic.styles

GPU-Accelerated Dynamic Tile Generation

GET

/v2/dynamic/{city}/{query_path}

Generate tiles dynamically with pure GPU acceleration.

DYNAMIC TILES
Intent: dynamic.tile.path
Parameters: 8

List Advanced Cartographic Algorithms

GET

/v2/advanced-tiles/algorithms

Returns comprehensive information about all GPU-accelerated spatial algorithms and cartographic techniques available for advanced tile generation.

OTHER
Intent: advanced.tiles.algorithms

Generate Advanced Cartographic Tiles

GET

/v2/advanced-tiles/{city}/{z}/{x}/{y}/{layer_type}.png

GPU-accelerated generation of advanced layer types using proven cartographic algorithms.

OTHER
Intent: advanced.tiles.generate
Parameters: 12

Get Available Professional Map Themes

GET

/v2/beautiful-maps/themes

Returns all available professional themes for beautiful map creation, including color schemes, blend modes, and advanced layer types.

OTHER
Intent: beautiful.maps.themes

Create Beautiful Interactive Map

POST

/v2/beautiful-maps/{city}/compose

Generate stunning, professional-grade interactive HTML maps with multiple advanced layer types, professional themes, real-time layer management, GPU-accelerated rendering, and responsive design.

OTHER
Intent: beautiful.maps.compose
Parameters: 5

Create Smart Physics Layer

POST

/v2/enhanced-layers/create_smart_layer

Create smart physics-based layer with enhanced usability.

OTHER
Intent: enhanced.layers.create
Parameters: 3

Get Smart Layer Controls

GET

/v2/enhanced-layers/layer_controls/{layer_type}

Get smart controls for specific layer type.

OTHER
Intent: enhanced.layers.controls
Parameters: 1

Handle Advanced Layer Interactions

POST

/v2/enhanced-layers/layer_interaction/{layer_id}

Handle advanced layer interactions.

OTHER
Intent: enhanced.layers.interaction
Parameters: 3

Get Layer Performance Analytics

GET

/v2/enhanced-layers/performance_analytics

Get comprehensive performance analytics for layer system.

OTHER
Intent: enhanced.layers.performance

Whole City Cadastre

GET

/v2/tiles_cadastre_city/{city}.pbf

Get whole-city cadastre polygons as a single MVT (PBF) layer.

OTHER
Intent: tiles.cadastre.city
Parameters: 1

Tiled City Cadastre

GET

/v2/tiles_cadastre_city/{city}/{z}/{x}/{y}.pbf

Tiled view of pre-existing city polygons (no building, no CPU-heavy work).

OTHER
Intent: tiles.cadastre.city.xyz
Parameters: 4

Raw Cadastre Tiles

GET

/v2/tiles_cadastre_raw/{city}/{z}/{x}/{y}.pbf

Get cadastre polygons with explicit polygon boundaries plus POIs as MVT (PBF).

OTHER
Intent: tiles.cadastre.raw
Parameters: 4

Dynamic Tile Generation (chat_filter)

GET

/v2/dynamic/chat_filter/{city}/{z}/{x}/{y}.png

GPU-accelerated dynamic tile generation with chat filter support.

DYNAMIC TILES
Intent: dynamic.chat.filter
Parameters: 6

Hybrid Raster Tile

GET

/v2/dynamic/hybrid/{city}/{z}/{x}/{y}.png

Hybrid raster tile with polygons and points (no heatmap), 256x256 PNG.

DYNAMIC TILES
Intent: dynamic.hybrid.png
Parameters: 4

Hybrid Vector Tile

GET

/v2/dynamic/hybrid/{city}/{z}/{x}/{y}.pbf

Hybrid vector tile with both polygons and points (no heatmap).

DYNAMIC TILES
Intent: dynamic.hybrid.pbf
Parameters: 4

Route Distance Matrix

POST

/v2/routing/matrix

Calculate route distance and time matrices.

OTHER
Intent: routing.matrix
Parameters: 4

Find Nearest Road

GET

/v2/routing/nearest-road

Find nearest road segment with physics metadata.

OTHER
Intent: routing.nearest.road
Parameters: 5

Physics-Based Route Optimization

POST

/v2/routing/optimize

Physics-based route optimization with vehicle dynamics.

OTHER
Intent: routing.optimize
Parameters: 5

Query Spatial Data

GET

/v2/query

Query spatial data within a bounding box.

OTHER
Intent: query.data
Parameters: 4

Load Data

POST

/v2/loader

Load and filter data for tiling operations.

OTHER
Intent: loader.data
Parameters: 3

Cadastre Tiles

GET

/v2/tiles_cadastre/{city}/{z}/{x}/{y}.pbf

Get enhanced cadastre tiles with polygons and POI visualization.

OTHER
Intent: tiles.cadastre
Parameters: 4

Cadastre GeoJSON

GET

/v2/tiles_cadastre_geojson/{city}/{z}/{x}/{y}.geojson

Get cadastre polygons with explicit boundary coordinates plus POIs as GeoJSON.

OTHER
Intent: tiles.cadastre.geojson
Parameters: 4

Fleet Optimization

POST

/v2/fleet/optimize

Fleet optimization with physics-based efficiency analysis.

OTHER
Intent: fleet.optimize
Parameters: 3

Fleet Routing Optimization

POST

/v2/fleet/routing

Fleet routing optimization with vehicle dynamics.

OTHER
Intent: fleet.routing
Parameters: 3

Cadastre Query

GET

/v2/query_cadastre

Query enhanced cadastre polygons and POIs with awesome visualization.

OTHER
Intent: query.cadastre
Parameters: 4

Website Chat Endpoint

POST

/v2/website/chat

Same behavior as /v2/chat/chat - returns AI analysis response without IDs. Clean, fast response focused on analysis results, optimized for website integration.

OTHER
Intent: website.chat
Parameters: 8

Cache Statistics

GET

/v2/cache/stats

Get comprehensive cache performance statistics across all tiers.

CACHE
Intent: cache.stats

Clear Cache

POST

/v2/cache/clear

Clear all tile and query caches.

OTHER
Intent: cache.clear

Clear Chat Cache

POST

/v2/chat/cache/clear

Clears the internal cache used by the enhanced chat service.

AI CHAT
Intent: chat.cache.clear

Preload Cities

POST

/v2/preload

Preload cities into GPU memory for maximum performance.

OTHER
Intent: preload.cities
Parameters: 1

Cleanup Resources

POST

/v2/cleanup

Comprehensive cleanup of memory, caches, and temporary files.

OTHER
Intent: cleanup.resources
Parameters: 4

Get Cleanup Status

GET

/v2/cleanup/status

Get current memory, cache, and file status.

OTHER
Intent: cleanup.status

Live API Flow Demo

Live API Demo: Satellite Verification
User Input

User asks about a location

Satellite Verification

Checking current satellite imagery

LBVM Analysis

Processing with Large Bio Vision Model

Verified Response

Satellite-verified ground truth