deepseek-recipe

Rust libraries with Python bindings that turn Messages, Chat Completions, and Responses API requests into the exact prompt format DeepSeek V4 and V4.1 expect, and parse the models' thinking, tool-call, and JSON output back out, including apply_patch, tool namespaces, and V4.1's image preprocessing. It is the serving-side counterpart to DeepSeek Harness: the contract any third-party host needs to reproduce the official endpoint. Released with V4.1-Flash on September 10, 2026 under MIT; 275 stars on day one.