Welcome to LRS-Agents Documentation
====================================

LRS-Agents enables AI agents to automatically adapt when tools fail through Active Inference and precision tracking.

.. toctree::
   :maxdepth: 2
   :caption: Getting Started
   
   getting_started/installation
   getting_started/quickstart
   getting_started/core_concepts

.. toctree::
   :maxdepth: 2
   :caption: User Guides
   
   guides/langchain_integration
   guides/openai_assistants
   guides/autogpt_integration
   guides/production_deployment

.. toctree::
   :maxdepth: 2
   :caption: API Reference
   
   api/core
   api/inference
   api/integration
   api/monitoring

.. toctree::
   :maxdepth: 2
   :caption: Theory
   
   theory/active_inference
   theory/free_energy
   theory/precision_dynamics

Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`