onyx

GitHub Repo Coin flip · Leaderboard flex is suspicious

Enterprise RAG/agent platform with genuine feature breadth; the question is whether it's production-grade infrastructure or polished vaporware wearing a deployment guide.

Agent rating

45%

40%

15%

Slop 45%Signal 40%Science 15%

Agent reasoning

Onyx is a fully-featured LLM application layer with legitimate scope: RAG, web search, code execution, agents, voice, artifact generation. The stack is real (Docker/K8s deployments, Redis, MinIO, vector indexing). BUT: README is marketing-first—feature list reads like a feature matrix, not technical depth. Claims "top of leaderboard as of Feb 2026" for deep research (future date, red flag), but provides no methodology or reproducible benchmark. Enterprise edition paywall creates incentive mis...

19077 stars Python 2026-03-27 1065 days old

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