ended3월 17일· 1 sources
A 3rd year CS student's attempt to reduce AI's water footprint — EcoCache (A Python Library)
3학년 컴퓨터공학과 학생이 AI의 물 소비를 줄이기 위해 만든 Python 라이브러리 — EcoCache
Why it matters
A 3rd-year CS student created EcoCache, a Python library that caches LLM API responses using semantic similarity (sentence-transformers + FAISS) to avoid redundant queries. It reports ~5 mL water and ~4 g CO₂ saved per cache hit, with a live dashboard tracking cumulative savings. The project is open-source (v0.1) and aims to reduce the environmental cost of repetitive AI usage at scale.
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EcoCachesemantic cachingLLM water footprintFAISSsentence-transformers