Core Architecture
=================

Componentbase.py
----------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.ComponentBase

Agent_apis
----------
.. toctree::
   :maxdepth: 4

   swarmauri.core.agent_apis.IAgentCommands
   swarmauri.core.agent_apis.IAgentRouterCRUD

Agent_factories
---------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.agent_factories.IAgentFactory
   swarmauri.core.agent_factories.IExportConf

Agents
------
.. toctree::
   :maxdepth: 4

   swarmauri.core.agents.IAgent
   swarmauri.core.agents.IAgentConversation
   swarmauri.core.agents.IAgentParser
   swarmauri.core.agents.IAgentRetrieve
   swarmauri.core.agents.IAgentSystemContext
   swarmauri.core.agents.IAgentToolkit
   swarmauri.core.agents.IAgentVectorStore

Chains
------
.. toctree::
   :maxdepth: 4

   swarmauri.core.chains.ICallableChain
   swarmauri.core.chains.IChain
   swarmauri.core.chains.IChainContext
   swarmauri.core.chains.IChainContextLoader
   swarmauri.core.chains.IChainDependencyResolver
   swarmauri.core.chains.IChainFactory
   swarmauri.core.chains.IChainStep

Chunkers
--------
.. toctree::
   :maxdepth: 4

   swarmauri.core.chunkers.IChunker

Conversations
-------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.conversations.IConversation
   swarmauri.core.conversations.IMaxSize
   swarmauri.core.conversations.ISystemContext

Distances
---------
.. toctree::
   :maxdepth: 4

   swarmauri.core.distances.IDistanceSimilarity

Document_stores
---------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.document_stores.IDocumentRetrieve
   swarmauri.core.document_stores.IDocumentStore

Documents
---------
.. toctree::
   :maxdepth: 4

   swarmauri.core.documents.IDocument
   swarmauri.core.documents.IExperimentDocument

Embeddings
----------
.. toctree::
   :maxdepth: 4

   swarmauri.core.embeddings.IFeature
   swarmauri.core.embeddings.ISaveModel
   swarmauri.core.embeddings.IVectorize

Experiment_stores
-----------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.experiment_stores.IExperimentStore

Llms
----
.. toctree::
   :maxdepth: 4

   swarmauri.core.llms.IFit
   swarmauri.core.llms.IPredict

Messages
--------
.. toctree::
   :maxdepth: 4

   swarmauri.core.messages.IMessage

Metrics
-------
.. toctree::
   :maxdepth: 4

   swarmauri.core.metrics.IMetric
   swarmauri.core.metrics.IMetricAggregate
   swarmauri.core.metrics.IMetricCalculate
   swarmauri.core.metrics.IThreshold

Parsers
-------
.. toctree::
   :maxdepth: 4

   swarmauri.core.parsers.IParser

Prompts
-------
.. toctree::
   :maxdepth: 4

   swarmauri.core.prompts.IPrompt
   swarmauri.core.prompts.IPromptMatrix
   swarmauri.core.prompts.ITemplate

Schema_converters
-----------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.schema_converters.ISchemaConvert

Swarm_apis
----------
.. toctree::
   :maxdepth: 4

   swarmauri.core.swarm_apis.IAgentRegistrationAPI
   swarmauri.core.swarm_apis.ISwarmAPI

Swarms
------
.. toctree::
   :maxdepth: 4

   swarmauri.core.swarms.ISwarm
   swarmauri.core.swarms.ISwarmAgentRegistration
   swarmauri.core.swarms.ISwarmChainCRUD
   swarmauri.core.swarms.ISwarmComponent
   swarmauri.core.swarms.ISwarmConfigurationExporter
   swarmauri.core.swarms.ISwarmFactory

Toolkits
--------
.. toctree::
   :maxdepth: 4

   swarmauri.core.toolkits.IToolkit

Tools
-----
.. toctree::
   :maxdepth: 4

   swarmauri.core.tools.IParameter
   swarmauri.core.tools.ITool

Tracing
-------
.. toctree::
   :maxdepth: 4

   swarmauri.core.tracing.IChainTracer
   swarmauri.core.tracing.ITraceContext
   swarmauri.core.tracing.ITracer

Typing.py
---------
.. toctree::
   :maxdepth: 4

   swarmauri.core.typing

Utils
-----
.. toctree::
   :maxdepth: 4

   swarmauri.core.utils.ITransactional

Vector_stores
-------------
.. toctree::
   :maxdepth: 4

   swarmauri.core.vector_stores.IAngleBetweenVectors
   swarmauri.core.vector_stores.IDecompose
   swarmauri.core.vector_stores.IDivergence
   swarmauri.core.vector_stores.IGradient
   swarmauri.core.vector_stores.IOrthogonalProject
   swarmauri.core.vector_stores.IProject
   swarmauri.core.vector_stores.IReflect
   swarmauri.core.vector_stores.ISimilarity
   swarmauri.core.vector_stores.ISimiliarityQuery
   swarmauri.core.vector_stores.IVectorArithmetic
   swarmauri.core.vector_stores.IVectorBasisCheck
   swarmauri.core.vector_stores.IVectorLinearCombination
   swarmauri.core.vector_stores.IVectorNorm
   swarmauri.core.vector_stores.IVectorRotate
   swarmauri.core.vector_stores.IVectorSpan
   swarmauri.core.vector_stores.IVectorStore
   swarmauri.core.vector_stores.IVectorStoreRetrieve
   swarmauri.core.vector_stores.IVectorStoreSaveLoad

Vectors
-------
.. toctree::
   :maxdepth: 4

   swarmauri.core.vectors.IVector
   swarmauri.core.vectors.IVectorMeta
   swarmauri.core.vectors.IVectorProduct
   swarmauri.core.vectors.IVectorTransform