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Roadmap

In progress

  • Native in Ollama. opendecider-small-td retrained on Ollama's own /v1/systemone prompt as well as ours: 0.793 on typed-decisions through Ollama's endpoint, up from 0.719, and still 0.794 through the opendecider package. It goes on ollama.com once Ollama 0.35.1 (the first release that accepts third-party decision models) is out.

Next

  • More than 26 options: shortlist-then-letters for the Qwen-based models, measured on every benchmark before it ships (0.3).
  • Rule-labelled evaluation: every model on tasksource/procedural-typed-decisions, whose answers are computed exactly from rules, so it measures correctness rather than agreement with a teacher model.
  • Fine-tune nano on your own labels: a script and a guide for adapting opendecider-nano to your decisions.
  • Agent frameworks: LangChain / LangGraph and LlamaIndex tools.
  • An MCP server, so AI assistants and coding agents can call OpenDecider as a tool.
  • A TypeScript client for opendecider serve.
  • ONNX export of opendecider-nano for edge and in-browser use.
  • Multilingual evaluation.

Want to help with one of these? See where to help and open an issue to agree on the approach first.