.. _experimental_api_reference:

=============
``langchain_experimental`` API Reference
=============

:mod:`langchain_experimental.autonomous_agents`
================================================

.. automodule:: langchain_experimental.autonomous_agents
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: autonomous_agents
    :template: class.rst

    autonomous_agents.autogpt.memory.AutoGPTMemory
    autonomous_agents.autogpt.output_parser.AutoGPTAction
    autonomous_agents.autogpt.output_parser.AutoGPTOutputParser
    autonomous_agents.autogpt.output_parser.BaseAutoGPTOutputParser
    autonomous_agents.autogpt.prompt.AutoGPTPrompt
    autonomous_agents.baby_agi.baby_agi.BabyAGI
    autonomous_agents.baby_agi.task_creation.TaskCreationChain
    autonomous_agents.baby_agi.task_execution.TaskExecutionChain
    autonomous_agents.baby_agi.task_prioritization.TaskPrioritizationChain
    autonomous_agents.hugginggpt.repsonse_generator.ResponseGenerationChain
    autonomous_agents.hugginggpt.task_planner.BasePlanner
    autonomous_agents.hugginggpt.task_planner.PlanningOutputParser
    autonomous_agents.hugginggpt.task_planner.TaskPlaningChain
    autonomous_agents.hugginggpt.task_planner.TaskPlanner

Functions
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: autonomous_agents
    :template: function.rst

    autonomous_agents.autogpt.output_parser.preprocess_json_input
    autonomous_agents.autogpt.prompt_generator.get_prompt
    autonomous_agents.hugginggpt.repsonse_generator.load_response_generator
    autonomous_agents.hugginggpt.task_planner.load_chat_planner

:mod:`langchain_experimental.cpal`
===================================

.. automodule:: langchain_experimental.cpal
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: cpal
    :template: class.rst

    cpal.base.CPALChain
    cpal.base.CausalChain
    cpal.base.InterventionChain
    cpal.base.NarrativeChain
    cpal.base.QueryChain
    cpal.constants.Constant
    cpal.models.CausalModel
    cpal.models.EntityModel
    cpal.models.EntitySettingModel
    cpal.models.InterventionModel
    cpal.models.NarrativeModel
    cpal.models.QueryModel
    cpal.models.ResultModel
    cpal.models.StoryModel
    cpal.models.SystemSettingModel

:mod:`langchain_experimental.generative_agents`
================================================

.. automodule:: langchain_experimental.generative_agents
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: generative_agents
    :template: class.rst

    generative_agents.generative_agent.GenerativeAgent
    generative_agents.memory.GenerativeAgentMemory

:mod:`langchain_experimental.llms`
===================================

.. automodule:: langchain_experimental.llms
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: llms
    :template: class.rst

    llms.anthropic_functions.AnthropicFunctions
    llms.anthropic_functions.TagParser
    llms.jsonformer_decoder.JsonFormer
    llms.llamaapi.ChatLlamaAPI
    llms.rellm_decoder.RELLM

Functions
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: llms
    :template: function.rst

    llms.jsonformer_decoder.import_jsonformer
    llms.rellm_decoder.import_rellm

:mod:`langchain_experimental.pal_chain`
========================================

.. automodule:: langchain_experimental.pal_chain
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: pal_chain
    :template: class.rst

    pal_chain.base.PALChain

Functions
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: pal_chain
    :template: function.rst

    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution
    pal_chain.math_prompt.solution

:mod:`langchain_experimental.plan_and_execute`
===============================================

.. automodule:: langchain_experimental.plan_and_execute
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: plan_and_execute
    :template: class.rst

    plan_and_execute.agent_executor.PlanAndExecute
    plan_and_execute.executors.base.BaseExecutor
    plan_and_execute.executors.base.ChainExecutor
    plan_and_execute.planners.base.BasePlanner
    plan_and_execute.planners.base.LLMPlanner
    plan_and_execute.planners.chat_planner.PlanningOutputParser
    plan_and_execute.schema.BaseStepContainer
    plan_and_execute.schema.ListStepContainer
    plan_and_execute.schema.Plan
    plan_and_execute.schema.PlanOutputParser
    plan_and_execute.schema.Step
    plan_and_execute.schema.StepResponse

Functions
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: plan_and_execute
    :template: function.rst

    plan_and_execute.executors.agent_executor.load_agent_executor
    plan_and_execute.planners.chat_planner.load_chat_planner

:mod:`langchain_experimental.prompts`
======================================

.. automodule:: langchain_experimental.prompts
    :no-members:
    :no-inherited-members:

Functions
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: prompts
    :template: function.rst

    prompts.load.load_prompt

:mod:`langchain_experimental.sql`
==================================

.. automodule:: langchain_experimental.sql
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: sql
    :template: class.rst

    sql.base.SQLDatabaseChain
    sql.base.SQLDatabaseSequentialChain

:mod:`langchain_experimental.tot`
==================================

.. automodule:: langchain_experimental.tot
    :no-members:
    :no-inherited-members:

Classes
--------------
.. currentmodule:: langchain_experimental

.. autosummary::
    :toctree: tot
    :template: class.rst

    tot.base.ToTChain
    tot.checker.ToTChecker
    tot.prompts.CheckerOutputParser
    tot.prompts.JSONListOutputParser
    tot.thought.Thought
    tot.thought.ThoughtValidity
    tot.thought_generation.BaseThoughtGenerationStrategy
    tot.thought_generation.ProposePromptStrategy
    tot.thought_generation.SampleCoTStrategy