Golem is a production-grade, self-evolving GeoAI agent purpose-built for geospatial (GIS) workflows. It bridges natural language with professional GIS tooling (GDAL, PostGIS) and operates as a standalone application with three access modes: a terminal TUI (Bubbletea), an embedded WebUI (Vue.js), and multi-channel IM bots (Telegram, Discord, Slack, Feishu, WhatsApp, QQ, DingTalk, MaixCam). The architecture is a modular monolith in Go, centered around an agent loop that processes messages, executes tools via a guarded registry, enforces policy (strict/relaxed/off), and supports human-in-the-loop approval. It includes a message bus for decoupling, a session manager for persistent conversation history, and a context builder that dynamically composes system prompts from workspace files with cache invalidation. The system also features a learned pipeline reuse mechanism, a spatial SQL codebook with verified PostGIS patterns, and a skill telemetry system for self-improvement. While primarily an application, it incorporates data-intensive components like the geo codebook and pipeline learning, giving it a hybrid character with a strong application dominance.
This repository provides unofficial precompiled binary wheels for a comprehensive set of geospatial Python libraries (e.g., GDAL, Fiona, Shapely, rasterio) on Windows, including Windows ARM64. The repository itself contains no source code; it functions purely as a distribution channel and release archive. The wheel builds incorporate numerous statically or dynamically linked native libraries (GEOS, PROJ, HDF5, etc.) and target recent Python versions (3.12–3.15). Build environment details are documented in the README (Visual Studio 2022, Windows Dev Kit, Rust). This is not a reusable software project but a convenient binary distribution service for the geospatial Python ecosystem on Windows.