raullenchai/Rapid-MLX — The fastest local AI engine for Apple Silicon.

Description and use

raullenchai/Rapid-MLX: raullenchai/Rapid-MLX helps add AI capability without starting from a blank model stack.. Use it for prototype AI features; build RAG or agent workflows. Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Problem

raullenchai/Rapid-MLX helps add AI capability without starting from a blank model stack.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in OpenAI replacement. Works with Claude Code, Cursor, Aider.

Source