pymllm.parsers.reasoning_parser
===============================

.. py:module:: pymllm.parsers.reasoning_parser

.. autoapi-nested-parse::

   Reasoning / thinking content parser.

   Separates ``<think>...</think>`` (or model-specific markers) from normal
   assistant content.  Supports both one-shot and incremental streaming modes.

   Usage::

       # Non-streaming
       parser = ReasoningParser("qwen3")
       reasoning, content = parser.parse_non_stream(full_text)

       # Streaming
       parser = ReasoningParser("qwen3")
       for delta in deltas:
           reasoning_delta, content_delta = parser.parse_stream_chunk(delta)



Classes
-------

.. autoapisummary::

   pymllm.parsers.reasoning_parser.ReasoningParser


Module Contents
---------------

.. py:class:: ReasoningParser(model_type, stream_reasoning = True)

   Model-agnostic reasoning content parser.

   :param model_type: Key into the detector registry (e.g. ``"qwen3"``, ``"deepseek-r1"``).
   :param stream_reasoning: If ``True``, stream reasoning content incrementally as it arrives.
                            If ``False``, buffer reasoning until the end tag is found.


   .. py:attribute:: SUPPORTED


   .. py:method:: parse_non_stream(text)

      Parse complete text.

      Returns ``(reasoning_content, content)`` where either may be empty.



   .. py:method:: parse_stream_chunk(delta)

      Parse an incremental streaming delta.

      Returns ``(reasoning_delta, content_delta)``.  Either may be ``""``.