geolens-io/geolens
Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#548
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
geolens gained 10 stars in the last 30 days, about 1 a day, and now has 261. It is about 1 year old and has averaged roughly 261 stars a year. It ranks #548 among Python repositories and #4,705 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#791
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
geolens has maintained a continuous presence across global trending indexes, peaking at #791. Below is the 30-day activity profile:
💡 Overview
geolens is an open-source project written in Python: Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cloud-optimized-geotiff, data-catalog, docker. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install geolens⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
geolens coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Modern Web Interfaces
Build dynamic, responsive user experiences with component-driven architecture.
Enterprise Design Systems
Standardize design tokens, accessible widgets, and themes across engineering teams.
Interactive Data Dashboards
Render real-time telemetry, user feeds, and analytics with sub-millisecond updates.
Cross-Platform Web Apps
Deploy performant single-page applications optimized for both mobile and desktop browsers.
🚀 Getting Started
Install geolens using your package manager: `pip install geolens`
Initialize your project workspace or configuration file for geolens.
Import geolens into your codebase or invoke it directly from your terminal.
Execute your test suite or run `geolens --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
geolens-io/geolens is currently ranked #4,705 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,696 | jiro4989/textimg | Go | ★ 262 | Compare ↗ |
| #4,696 | slackhq/astra | Java | ★ 262 | Compare ↗ |
| #4,696 | purelogiccode/SimpleLauncher | C# | ★ 262 | Compare ↗ |
| #4,696 | benbalter/word-to-markdown-js | TypeScript | ★ 262 | Compare ↗ |
| #4,696 | vishalsachdev/canvas-mcp | Python | ★ 262 | Compare ↗ |
| #4,705 | geolens-io/geolens This Project | Python | ★ 261 | |
| #4,705 | staticmatic/staticmatic | Ruby | ★ 261 | Compare ↗ |
| #4,705 | Homebrew/ruby-macho | Ruby | ★ 261 | Compare ↗ |
| #4,705 | sidorares/react-x11 | JavaScript | ★ 261 | Compare ↗ |
| #4,705 | michaelfaith/eslint-plugin-package-json | TypeScript | ★ 261 | Compare ↗ |
| #4,705 | DIGI-UW/OpenELIS-Global-2 | Java | ★ 261 | Compare ↗ |
Frequently Asked Questions
What does geolens do? +
Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.
What language is geolens written in? +
The primary language is Python. Topics include: cloud-optimized-geotiff, data-catalog, docker, fastapi, geojson.
Is geolens actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 23 open issues being tracked.
How many stars does geolens have? +
geolens has 261 stars and 35 forks on GitHub.
How does geolens rank among GitHub repositories? +
With 261 stars, geolens-io/geolens is ranked #4,705 globally across all repositories tracked on GitHubRepo and #548 among Python projects.
What license is geolens distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
