Files
lerobot-clone/src/lerobot/tools/__init__.py
Pepijn 52e1fd35cb feat(tools): src/lerobot/tools/ — runnable tool registry + SayTool
Ships the runtime side of the OpenAI-style function-calling stack
introduced in PR 1 (catalog in ``meta/info.json["tools"]``) and PR 2
(annotation pipeline writes the catalog after a run). One file per
tool — heavy deps stay isolated.

Layout:

- ``base.py`` — :class:`Tool` Protocol: ``name``, ``schema``,
  ``call(arguments)``. Runtime-checkable so tests can use
  ``isinstance(...)``.
- ``registry.py`` — :data:`TOOL_REGISTRY` (name → class) plus
  ``get_tools(meta, **kwargs)`` that instantiates every entry whose
  ``function.name`` is registered. Tools whose name is unknown are
  silently skipped — the schema still rides through the chat
  template, the model just can't actually invoke that tool at
  inference.
- ``say.py`` — :class:`SayTool` wrapping Kyutai's pocket-tts
  (CPU-only, ~100M params, ~6× real-time on a MacBook Air M4).
  Lazy model load: pocket-tts is imported and the voice state
  computed on first ``call(...)`` (or eagerly via ``preload()``).
  Returns the PCM tensor; optionally writes a ``.wav`` to
  ``output_dir`` for offline inspection.
- ``__init__.py`` — re-exports the public surface.

Optional install:

    pip install lerobot[tools]

The ``[tools]`` extra in ``pyproject.toml`` pulls in ``pocket-tts`` +
``scipy`` (for the wav writer). Adding more tools later means a new
file + a registry entry — no new extras unless the tool brings new
deps.

To add your own tool, follow the three-step guide in
``docs/source/tools.mdx`` (PR 1):

  1. Drop ``src/lerobot/tools/<my_tool>.py`` with a ``Tool``-conforming
     class.
  2. Register the class in ``TOOL_REGISTRY`` (this file).
  3. Pre-populate ``meta/info.json["tools"]`` with the schema (or let
     ``lerobot-annotate`` add it on the next run).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-30 18:58:04 +02:00

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# Copyright 2026 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""LeRobot tool implementations.
Storage of the tool catalog (``meta/info.json["tools"]``) and the
``SAY_TOOL_SCHEMA`` constant live in PR 1
(``lerobot.datasets.language``). This package holds the *runnable*
implementations one file per tool, plus the registry that maps tool
names to classes.
See ``docs/source/tools.mdx`` for the authoring guide.
"""
from .base import Tool
from .registry import TOOL_REGISTRY, get_tools
from .say import SayTool
__all__ = ["Tool", "TOOL_REGISTRY", "get_tools", "SayTool"]