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Aeolus

Show HN: Aeolus – a library for unified access to air quality sensor networks

35 AI Score
Show_hn other Added Apr 14, 2026

Details

Sector
other
Total Funding
$0
Last Round
$0

About

Aeolus is a Python library to provide a unified interface for air quality data from sources around the world.<p>Air quality data is now very widely available, but managing access to multiple networks is challenging when they all have different access requirements, APIs and data formats. Some great solutions exist (like openair and openAQ) but these are limited in the data they cover.<p>Integrating new APIs could be a full-time job, but it&#x27;s something AI can do very well given a pattern. It sometimes involves working through some &quot;interesting&quot; problems - for example, the EEA has a csv endpoint that actually returns a .zip with mimetype &quot;text&#x2F;html&quot;...<p>Beyond data access, Aeolus has basic analytics (for descriptive and regulatory stats) and graphing, as well as quality-of-life improvements like caching.<p>This is really for me as I build out my company working on turning air quality data into actionable information, but it&#x27;s open source and freely available to all under GPLv3+. Let me know if you find it useful!

AI Score Reasoning

Aeolus is currently a technical utility and open-source library rather than a scalable startup, showing minimal traction and lacking a clear monetization strategy. While it addresses a legitimate pain point in environmental data fragmentation, the GPLv3+ licensing and niche focus suggest it is more of a developer tool than a venture-scale business.

Source

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