Reviewable native GIS and standalone local GeoAI workflows for QGIS and ArcGIS Pro, with optional AGOT service pairing. Choose native GIS tooling, keep source authority and approve the actions that matter.
GeoTwins GeoAI 0.8.0 provides independent native GIS tooling and a source-verified local GeoAI SDK. Capabilities and limitations come from the exact current release notes below. Optional AGOT connectivity remains a separate integration; human-reviewed, source-bound operations govern all GIS effects.
The SDK packages include host bridging, local model runtimes, a portable vector GIS executor, durable jobs, an authenticated loopback control API, provider adapters and semantic GIS tool contracts. The native ArcGIS Pro add-in is separately compiled with Esri's .NET/DAML tooling. Packaging source does not establish installed host-level integration.
Latest complete public prereleases are discovered automatically from GitHub with exact asset names and SHA-256. The five QGIS, ArcGIS Pro and standalone Python SDK packages update from the latest complete public release. A separate package manifest is linked only when actually published; GitHub asset SHA-256 values remain visible. Native host testing and manual extension installation are separate.
Host dock, local source binding, a reviewed plan and a source-hash verification Processing algorithm.
Propose a structured JSON plan; then execute only the exact approved plan using native geoprocessing.
A compiled .esriAddInX integration. Building the add-in does not independently verify installed-host operation.
Portable source ZIP with host adapter and bounded local model planning; no AGOT Desktop installation required for standalone native GIS or local Ollama planning.
Versioned pure-Python wheel for standalone GIS host interoperability, operator-reviewed workflows and tool-grounded local model integrations.
Installation guide ↗ Release notes ↗ Compatibility ↗ SHA-256 checksums ↗ All product releases ↗
Published 0.8.0 Preview 1 · publisher SHA-256 metadata. Last checked:
Installed-host acceptance remains separate from binary publication. Source tests and SHA-256 hashes cannot certify native QGIS/ArcGIS layer selection, local model availability, GIS correctness or host UI compatibility. The current published release notes above explain shipped source changes and limitations. Review exact current release ↗
Open Plugins → Manage and Install Plugins → Install from ZIP. Select the released QGIS ZIP. In the plugin dock, configure the local service bearer each session, select authorized vector layers and verify CRS and source rights.
Extract the archive, keeping GeoTwinsGeoAI.pyt and agot_host_sdk.py together. Catalog → Toolboxes → Add Toolbox. Supply AGOT_HOST_TOKEN through the local user process environment, never saved tool parameters.
Use a compatible licensed ArcGIS Pro host to install the authentic .esriAddInX. Development targets ArcGIS Pro 3.7/.NET 10. Test add-in loading, dockpane behavior, operator permission and GIS actions independently.
Prerequisites: a compatible QGIS/ArcGIS Pro installation, authorized local datasets and CRS. Standalone native GIS needs neither AGOT nor Ollama; local AI planning requires a separately installed tool-capable Ollama model. Connected Worlds require an optional running AGOT service. Plugin binaries do not include an AGOT server, proprietary Esri runtime, user tokens or model weights.
Work in existing GIS projects. Operators control which datasets, layer extents, CRS and source versions are permitted.
Ask the authenticated local service to propose registered tools and a reviewed source digest, not executable free-form code.
Inspect the frozen plan, exact source SHA, tool parameters, possible side effects and expected outputs before authorizing.
Run only the approved host-native tools; record outputs and limitations. Host-reported digests are not independent scientific certification.
Only after the release indicator above finds a verified published GitHub prerelease. Draft assets remain private to the repository owner.
QGIS/ArcGIS standalone GIS and local Ollama planning can run without AGOT Desktop. Optional AGOT-connected Worlds and simulations need AGOT. The Windows desktop has its own public release channel.
The website discovers new public packages automatically, but does not silently install code into QGIS or ArcGIS Pro. Use the official host installation/upgrade procedure. A secure in-host updater is a separate planned capability.
No. Intended integration follows registered operations, exact source SHA and explicit operator approval.
No such claim is made. Licensing, host testing and vendor submission are separate requirements.
Published packages and a successful model response do not prove installed-host tool execution. Review host version compatibility, local model configuration, approvals, native GIS receipts and output validation.
Version 0.8.0 Preview 1 ships QGIS and ArcGIS Pro integration packages alongside the standalone Python SDK. Its release notes describe source-hashed corridor operations, approved native GIS processing, local model inventory and typed workflow contracts. Uploaded SHA-256 metadata is published; native QGIS/ArcGIS installed acceptance remains open.
