bob_nlp_tools.driver
====================

.. py:module:: bob_nlp_tools.driver


Classes
-------

.. autoapisummary::

   bob_nlp_tools.driver.NlpSemanticDriver


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

.. py:class:: NlpSemanticDriver(api_key, base_url='https://api.openai.com/v1', model='gpt-3.5-turbo', timeout=15)

   A standalone, non-ROS driver for semantic NLP tasks via OpenAI-compatible APIs.


   .. py:attribute:: api_key


   .. py:attribute:: base_url
      :value: ''



   .. py:attribute:: model
      :value: 'gpt-3.5-turbo'



   .. py:attribute:: timeout
      :value: 15



   .. py:attribute:: logger


   .. py:method:: ask(system_prompt, user_input, temperature=0.0)

      Perform base chat completion call.



   .. py:method:: route(content, targets: dict)

      Perform semantic routing.

      Given content and a dict of targets {key: description},
      returns the best matching key.



   .. py:method:: semantic_filter(content, criterion)

      Perform semantic check. Returns True if content meets the criterion.



   .. py:method:: summarize(content, context='', max_words=50)

      Perform semantic summary helper.



   .. py:method:: normalize(content, instructions='Transform to valid JSON')

      Normalize input based on descriptive instructions.