HiddenLayer has disclosed a maximum-severity unauthenticated remote-code-execution vulnerability, CVE-2026-45829, in ChromaDB's Python FastAPI server. ChromaDB is one of the most popular vector databases backing retrieval-augmented-generation pipelines, with about 14 million monthly PyPI downloads. A vulnerable endpoint marked as authenticated lets an attacker embed model settings before authentication is checked, so a crafted request makes ChromaDB load a malicious model from Hugging Face and execute it locally. The auth check fires only after the payload has already run. The bug was introduced in 1.0.0 and was still present in 1.5.8. HiddenLayer's Shodan sweep shows ~73% of internet-exposed Chroma instances are vulnerable.