agent-swarm-kit

Modules

types

app

app/getting-started

articles

articles/choosing-local-llm-model
articles/nginx-load-balancing
articles/redis-llm-orchestration
articles/where-the-market-is-heading
articles/сohere-сommand-cloud

demo/binance-candle-chat

demo/binance-candle-chat/trading_swarm
demo/binance-candle-chat/bnb_trader_agent
demo/binance-candle-chat/btc_trader_agent
demo/binance-candle-chat/eth_trader_agent
demo/binance-candle-chat/sol_trader_agent
demo/binance-candle-chat/triage_agent
demo/binance-candle-chat/xrp_trader_agent

demo/client-server-chat

demo/client-server-chat/test_swarm
demo/client-server-chat/test_agent

demo/cohere-token-rotate

demo/cohere-token-rotate/root_swarm
demo/cohere-token-rotate/triage_agent

demo/it-consulting-swarm

demo/it-consulting-swarm/root_swarm
demo/it-consulting-swarm/cybersecurity_agent
demo/it-consulting-swarm/environment_agent
demo/it-consulting-swarm/finance_agent
demo/it-consulting-swarm/health_agent
demo/it-consulting-swarm/tech_trends_agent
demo/it-consulting-swarm/triage_agent

demo/langchain-stream

demo/langchain-stream/root_swarm
demo/langchain-stream/triage_agent

demo/nginx-balancer-chat

demo/nginx-balancer-chat/test_swarm
demo/nginx-balancer-chat/test_agent

demo/redis-persist-chat

demo/redis-persist-chat/root_swarm
demo/redis-persist-chat/triage_agent

demo/repl-phone-seller

demo/repl-phone-seller/root_swarm
demo/repl-phone-seller/sales_agent

demo/telegram-ollama-chat

demo/telegram-ollama-chat/root_swarm
demo/telegram-ollama-chat/sales_agent
demo/telegram-ollama-chat/triage_agent

demo/vllm-docker-cuda

demo/vllm-docker-cuda/test_swarm
demo/vllm-docker-cuda/test_agent

demo/whisper-voice-chat

demo/whisper-voice-chat/test-swarm
demo/whisper-voice-chat/test-agent

docs

docs/api-reference
docs/internals
docs/api-reference/class/AdapterUtils
docs/api-reference/class/AgentConnectionService
docs/api-reference/class/AgentMetaService
docs/api-reference/class/AgentPublicService
docs/api-reference/class/AgentSchemaService
docs/api-reference/class/AgentValidationService
docs/api-reference/class/AliveService
docs/api-reference/class/BusService
docs/api-reference/class/ChatInstance
docs/api-reference/class/ChatUtils
docs/api-reference/class/ClientAgent
docs/api-reference/class/ClientHistory
docs/api-reference/class/ClientPolicy
docs/api-reference/class/ClientSession
docs/api-reference/class/ClientState
docs/api-reference/class/ClientStorage
docs/api-reference/class/ClientSwarm
docs/api-reference/class/CompletionSchemaService
docs/api-reference/class/CompletionValidationService
docs/api-reference/class/DocService
docs/api-reference/class/EmbeddingSchemaService
docs/api-reference/class/EmbeddingValidationService
docs/api-reference/class/HistoryConnectionService
docs/api-reference/class/HistoryMemoryInstance
docs/api-reference/class/HistoryPersistInstance
docs/api-reference/class/HistoryPublicService
docs/api-reference/class/LoggerInstance
docs/api-reference/class/LoggerService
docs/api-reference/class/MemorySchemaService
docs/api-reference/class/NavigationValidationService
docs/api-reference/class/PerfService
docs/api-reference/class/PersistAliveUtils
docs/api-reference/class/PersistEmbeddingUtils
docs/api-reference/class/PersistMemoryUtils
docs/api-reference/class/PersistPolicyUtils
docs/api-reference/class/PersistStateUtils
docs/api-reference/class/PersistStorageUtils
docs/api-reference/class/PersistSwarmUtils
docs/api-reference/class/PolicyConnectionService
docs/api-reference/class/PolicyPublicService
docs/api-reference/class/PolicySchemaService
docs/api-reference/class/PolicyUtils
docs/api-reference/class/PolicyValidationService
docs/api-reference/class/RoundRobin
docs/api-reference/class/SchemaUtils
docs/api-reference/class/SessionConnectionService
docs/api-reference/class/SessionPublicService
docs/api-reference/class/SessionValidationService
docs/api-reference/class/SharedStateConnectionService
docs/api-reference/class/SharedStatePublicService
docs/api-reference/class/SharedStateUtils
docs/api-reference/class/SharedStorageConnectionService
docs/api-reference/class/SharedStoragePublicService
docs/api-reference/class/SharedStorageUtils
docs/api-reference/class/StateConnectionService
docs/api-reference/class/StatePublicService
docs/api-reference/class/StateSchemaService
docs/api-reference/class/StateUtils
docs/api-reference/class/StorageConnectionService
docs/api-reference/class/StoragePublicService
docs/api-reference/class/StorageSchemaService
docs/api-reference/class/StorageUtils
docs/api-reference/class/StorageValidationService
docs/api-reference/class/SwarmConnectionService
docs/api-reference/class/SwarmMetaService
docs/api-reference/class/SwarmPublicService
docs/api-reference/class/SwarmSchemaService
docs/api-reference/class/SwarmValidationService
docs/api-reference/class/ToolAbortController
docs/api-reference/class/ToolSchemaService
docs/api-reference/class/ToolValidationService
docs/api-reference/class/WikiSchemaService
docs/api-reference/class/WikiValidationService
docs/api-reference/interface/IAgent
docs/api-reference/interface/IAgentConnectionService
docs/api-reference/interface/IAgentParams
docs/api-reference/interface/IAgentSchema
docs/api-reference/interface/IAgentSchemaCallbacks
docs/api-reference/interface/IAgentTool
docs/api-reference/interface/IAgentToolCallbacks
docs/api-reference/interface/IBaseEvent
docs/api-reference/interface/IBus
docs/api-reference/interface/IBusEvent
docs/api-reference/interface/IBusEventContext
docs/api-reference/interface/IChatArgs
docs/api-reference/interface/IChatControl
docs/api-reference/interface/IChatInstance
docs/api-reference/interface/IChatInstanceCallbacks
docs/api-reference/interface/IClientPerfomanceRecord
docs/api-reference/interface/ICompletion
docs/api-reference/interface/ICompletionArgs
docs/api-reference/interface/ICompletionCallbacks
docs/api-reference/interface/ICompletionSchema
docs/api-reference/interface/IConfig
docs/api-reference/interface/ICustomEvent
docs/api-reference/interface/IEmbeddingCallbacks
docs/api-reference/interface/IEmbeddingSchema
docs/api-reference/interface/IEntity
docs/api-reference/interface/IExecutionContext
docs/api-reference/interface/IGlobalConfig
docs/api-reference/interface/IHistory
docs/api-reference/interface/IHistoryAdapter
docs/api-reference/interface/IHistoryConnectionService
docs/api-reference/interface/IHistoryControl
docs/api-reference/interface/IHistoryInstance
docs/api-reference/interface/IHistoryInstanceCallbacks
docs/api-reference/interface/IHistoryParams
docs/api-reference/interface/IHistorySchema
docs/api-reference/interface/IIncomingMessage
docs/api-reference/interface/ILogger
docs/api-reference/interface/ILoggerAdapter
docs/api-reference/interface/ILoggerControl
docs/api-reference/interface/ILoggerInstance
docs/api-reference/interface/ILoggerInstanceCallbacks
docs/api-reference/interface/IMakeConnectionConfig
docs/api-reference/interface/IMakeDisposeParams
docs/api-reference/interface/IMetaNode
docs/api-reference/interface/IMethodContext
docs/api-reference/interface/IModelMessage
docs/api-reference/interface/IOutgoingMessage
docs/api-reference/interface/IPayloadContext
docs/api-reference/interface/IPerformanceRecord
docs/api-reference/interface/IPersistActiveAgentData
docs/api-reference/interface/IPersistAliveControl
docs/api-reference/interface/IPersistAliveData
docs/api-reference/interface/IPersistBase
docs/api-reference/interface/IPersistEmbeddingControl
docs/api-reference/interface/IPersistEmbeddingData
docs/api-reference/interface/IPersistMemoryControl
docs/api-reference/interface/IPersistMemoryData
docs/api-reference/interface/IPersistNavigationStackData
docs/api-reference/interface/IPersistPolicyControl
docs/api-reference/interface/IPersistPolicyData
docs/api-reference/interface/IPersistStateControl
docs/api-reference/interface/IPersistStateData
docs/api-reference/interface/IPersistStorageControl
docs/api-reference/interface/IPersistStorageData
docs/api-reference/interface/IPersistSwarmControl
docs/api-reference/interface/IPolicy
docs/api-reference/interface/IPolicyCallbacks
docs/api-reference/interface/IPolicyConnectionService
docs/api-reference/interface/IPolicyParams
docs/api-reference/interface/IPolicySchema
docs/api-reference/interface/ISession
docs/api-reference/interface/ISessionConfig
docs/api-reference/interface/ISessionConnectionService
docs/api-reference/interface/ISessionContext
docs/api-reference/interface/ISessionParams
docs/api-reference/interface/ISessionSchema
docs/api-reference/interface/ISharedStateConnectionService
docs/api-reference/interface/ISharedStorageConnectionService
docs/api-reference/interface/IState
docs/api-reference/interface/IStateCallbacks
docs/api-reference/interface/IStateConnectionService
docs/api-reference/interface/IStateMiddleware
docs/api-reference/interface/IStateParams
docs/api-reference/interface/IStateSchema
docs/api-reference/interface/IStorage
docs/api-reference/interface/IStorageCallbacks
docs/api-reference/interface/IStorageConnectionService
docs/api-reference/interface/IStorageData
docs/api-reference/interface/IStorageParams
docs/api-reference/interface/IStorageSchema
docs/api-reference/interface/ISwarm
docs/api-reference/interface/ISwarmCallbacks
docs/api-reference/interface/ISwarmConnectionService
docs/api-reference/interface/ISwarmDI
docs/api-reference/interface/ISwarmParams
docs/api-reference/interface/ISwarmSchema
docs/api-reference/interface/ISwarmSessionCallbacks
docs/api-reference/interface/ITool
docs/api-reference/interface/IToolCall
docs/api-reference/interface/IWikiCallbacks
docs/api-reference/interface/IWikiSchema
docs/api-reference/interface/TAbortSignal
docs/api-reference/type/Action$1
docs/api-reference/type/Action
docs/api-reference/type/AgentName
docs/api-reference/type/CompletionName
docs/api-reference/type/DispatchFn
docs/api-reference/type/DisposeFn
docs/api-reference/type/EmbeddingName
docs/api-reference/type/Embeddings
docs/api-reference/type/EntityId
docs/api-reference/type/EventBusSource
docs/api-reference/type/EventSource
docs/api-reference/type/ExecutionMode
docs/api-reference/type/InternalKeys$1
docs/api-reference/type/InternalKeys$2
docs/api-reference/type/InternalKeys$3
docs/api-reference/type/InternalKeys$4
docs/api-reference/type/InternalKeys$5
docs/api-reference/type/InternalKeys$6
docs/api-reference/type/InternalKeys$7
docs/api-reference/type/InternalKeys$8
docs/api-reference/type/InternalKeys
docs/api-reference/type/IStateData
docs/api-reference/type/Payload
docs/api-reference/type/PolicyName
docs/api-reference/type/ReceiveMessageFn
docs/api-reference/type/SendMessageFn
docs/api-reference/type/SessionId
docs/api-reference/type/SessionMode
docs/api-reference/type/StateName
docs/api-reference/type/StorageId
docs/api-reference/type/StorageName
docs/api-reference/type/SwarmName
docs/api-reference/type/TAgentConnectionService
docs/api-reference/type/TChatInstanceCtor
docs/api-reference/type/TCompleteFn
docs/api-reference/type/TExecutionContextService
docs/api-reference/type/THistoryConnectionService
docs/api-reference/type/THistoryInstanceCtor
docs/api-reference/type/THistoryMemoryInstance
docs/api-reference/type/THistoryPersistInstance
docs/api-reference/type/TLoggerInstance
docs/api-reference/type/TLoggerInstanceCtor
docs/api-reference/type/TMethodContextService
docs/api-reference/type/ToolName
docs/api-reference/type/ToolValue
docs/api-reference/type/TPayloadContextService
docs/api-reference/type/TPersistBase
docs/api-reference/type/TPersistBaseCtor
docs/api-reference/type/TPersistList
docs/api-reference/type/TPolicyConnectionService
docs/api-reference/type/TSessionConnectionService
docs/api-reference/type/TSharedState
docs/api-reference/type/TSharedStateConnectionService
docs/api-reference/type/TSharedStorage
docs/api-reference/type/TSharedStorageConnectionService
docs/api-reference/type/TState
docs/api-reference/type/TStateConnectionService
docs/api-reference/type/TStorage
docs/api-reference/type/TStorageConnectionService
docs/api-reference/type/TSwarmConnectionService
docs/api-reference/type/WikiName

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Modules
app
articles
demo/binance-candle-chat
demo/client-server-chat
demo/cohere-token-rotate
demo/it-consulting-swarm
demo/langchain-stream
demo/nginx-balancer-chat
demo/redis-persist-chat
demo/repl-phone-seller
demo/telegram-ollama-chat
demo/vllm-docker-cuda
demo/whisper-voice-chat
docs
docs/api-referencedocs/internalsdocs/api-reference/class/AdapterUtilsdocs/api-reference/class/AgentConnectionServicedocs/api-reference/class/AgentMetaServicedocs/api-reference/class/AgentPublicServicedocs/api-reference/class/AgentSchemaServicedocs/api-reference/class/AgentValidationServicedocs/api-reference/class/AliveServicedocs/api-reference/class/BusServicedocs/api-reference/class/ChatInstancedocs/api-reference/class/ChatUtilsdocs/api-reference/class/ClientAgentdocs/api-reference/class/ClientHistorydocs/api-reference/class/ClientPolicydocs/api-reference/class/ClientSessiondocs/api-reference/class/ClientStatedocs/api-reference/class/ClientStoragedocs/api-reference/class/ClientSwarmdocs/api-reference/class/CompletionSchemaServicedocs/api-reference/class/CompletionValidationServicedocs/api-reference/class/DocServicedocs/api-reference/class/EmbeddingSchemaServicedocs/api-reference/class/EmbeddingValidationServicedocs/api-reference/class/HistoryConnectionServicedocs/api-reference/class/HistoryMemoryInstancedocs/api-reference/class/HistoryPersistInstancedocs/api-reference/class/HistoryPublicServicedocs/api-reference/class/LoggerInstancedocs/api-reference/class/LoggerServicedocs/api-reference/class/MemorySchemaServicedocs/api-reference/class/NavigationValidationServicedocs/api-reference/class/PerfServicedocs/api-reference/class/PersistAliveUtilsdocs/api-reference/class/PersistEmbeddingUtilsdocs/api-reference/class/PersistMemoryUtilsdocs/api-reference/class/PersistPolicyUtilsdocs/api-reference/class/PersistStateUtilsdocs/api-reference/class/PersistStorageUtilsdocs/api-reference/class/PersistSwarmUtilsdocs/api-reference/class/PolicyConnectionServicedocs/api-reference/class/PolicyPublicServicedocs/api-reference/class/PolicySchemaServicedocs/api-reference/class/PolicyUtilsdocs/api-reference/class/PolicyValidationServicedocs/api-reference/class/RoundRobindocs/api-reference/class/SchemaUtilsdocs/api-reference/class/SessionConnectionServicedocs/api-reference/class/SessionPublicServicedocs/api-reference/class/SessionValidationServicedocs/api-reference/class/SharedStateConnectionServicedocs/api-reference/class/SharedStatePublicServicedocs/api-reference/class/SharedStateUtilsdocs/api-reference/class/SharedStorageConnectionServicedocs/api-reference/class/SharedStoragePublicServicedocs/api-reference/class/SharedStorageUtilsdocs/api-reference/class/StateConnectionServicedocs/api-reference/class/StatePublicServicedocs/api-reference/class/StateSchemaServicedocs/api-reference/class/StateUtilsdocs/api-reference/class/StorageConnectionServicedocs/api-reference/class/StoragePublicServicedocs/api-reference/class/StorageSchemaServicedocs/api-reference/class/StorageUtilsdocs/api-reference/class/StorageValidationServicedocs/api-reference/class/SwarmConnectionServicedocs/api-reference/class/SwarmMetaServicedocs/api-reference/class/SwarmPublicServicedocs/api-reference/class/SwarmSchemaServicedocs/api-reference/class/SwarmValidationServicedocs/api-reference/class/ToolAbortControllerdocs/api-reference/class/ToolSchemaServicedocs/api-reference/class/ToolValidationServicedocs/api-reference/class/WikiSchemaServicedocs/api-reference/class/WikiValidationServicedocs/api-reference/interface/IAgentdocs/api-reference/interface/IAgentConnectionServicedocs/api-reference/interface/IAgentParamsdocs/api-reference/interface/IAgentSchemadocs/api-reference/interface/IAgentSchemaCallbacksdocs/api-reference/interface/IAgentTooldocs/api-reference/interface/IAgentToolCallbacksdocs/api-reference/interface/IBaseEventdocs/api-reference/interface/IBusdocs/api-reference/interface/IBusEventdocs/api-reference/interface/IBusEventContextdocs/api-reference/interface/IChatArgsdocs/api-reference/interface/IChatControldocs/api-reference/interface/IChatInstancedocs/api-reference/interface/IChatInstanceCallbacksdocs/api-reference/interface/IClientPerfomanceRecorddocs/api-reference/interface/ICompletiondocs/api-reference/interface/ICompletionArgsdocs/api-reference/interface/ICompletionCallbacksdocs/api-reference/interface/ICompletionSchemadocs/api-reference/interface/IConfigdocs/api-reference/interface/ICustomEventdocs/api-reference/interface/IEmbeddingCallbacksdocs/api-reference/interface/IEmbeddingSchemadocs/api-reference/interface/IEntitydocs/api-reference/interface/IExecutionContextdocs/api-reference/interface/IGlobalConfigdocs/api-reference/interface/IHistorydocs/api-reference/interface/IHistoryAdapterdocs/api-reference/interface/IHistoryConnectionServicedocs/api-reference/interface/IHistoryControldocs/api-reference/interface/IHistoryInstancedocs/api-reference/interface/IHistoryInstanceCallbacksdocs/api-reference/interface/IHistoryParamsdocs/api-reference/interface/IHistorySchemadocs/api-reference/interface/IIncomingMessagedocs/api-reference/interface/ILoggerdocs/api-reference/interface/ILoggerAdapterdocs/api-reference/interface/ILoggerControldocs/api-reference/interface/ILoggerInstancedocs/api-reference/interface/ILoggerInstanceCallbacksdocs/api-reference/interface/IMakeConnectionConfigdocs/api-reference/interface/IMakeDisposeParamsdocs/api-reference/interface/IMetaNodedocs/api-reference/interface/IMethodContextdocs/api-reference/interface/IModelMessagedocs/api-reference/interface/IOutgoingMessagedocs/api-reference/interface/IPayloadContextdocs/api-reference/interface/IPerformanceRecorddocs/api-reference/interface/IPersistActiveAgentDatadocs/api-reference/interface/IPersistAliveControldocs/api-reference/interface/IPersistAliveDatadocs/api-reference/interface/IPersistBasedocs/api-reference/interface/IPersistEmbeddingControldocs/api-reference/interface/IPersistEmbeddingDatadocs/api-reference/interface/IPersistMemoryControldocs/api-reference/interface/IPersistMemoryDatadocs/api-reference/interface/IPersistNavigationStackDatadocs/api-reference/interface/IPersistPolicyControldocs/api-reference/interface/IPersistPolicyDatadocs/api-reference/interface/IPersistStateControldocs/api-reference/interface/IPersistStateDatadocs/api-reference/interface/IPersistStorageControldocs/api-reference/interface/IPersistStorageDatadocs/api-reference/interface/IPersistSwarmControldocs/api-reference/interface/IPolicydocs/api-reference/interface/IPolicyCallbacksdocs/api-reference/interface/IPolicyConnectionServicedocs/api-reference/interface/IPolicyParamsdocs/api-reference/interface/IPolicySchemadocs/api-reference/interface/ISessiondocs/api-reference/interface/ISessionConfigdocs/api-reference/interface/ISessionConnectionServicedocs/api-reference/interface/ISessionContextdocs/api-reference/interface/ISessionParamsdocs/api-reference/interface/ISessionSchemadocs/api-reference/interface/ISharedStateConnectionServicedocs/api-reference/interface/ISharedStorageConnectionServicedocs/api-reference/interface/IStatedocs/api-reference/interface/IStateCallbacksdocs/api-reference/interface/IStateConnectionServicedocs/api-reference/interface/IStateMiddlewaredocs/api-reference/interface/IStateParamsdocs/api-reference/interface/IStateSchemadocs/api-reference/interface/IStoragedocs/api-reference/interface/IStorageCallbacksdocs/api-reference/interface/IStorageConnectionServicedocs/api-reference/interface/IStorageDatadocs/api-reference/interface/IStorageParamsdocs/api-reference/interface/IStorageSchemadocs/api-reference/interface/ISwarmdocs/api-reference/interface/ISwarmCallbacksdocs/api-reference/interface/ISwarmConnectionServicedocs/api-reference/interface/ISwarmDIdocs/api-reference/interface/ISwarmParamsdocs/api-reference/interface/ISwarmSchemadocs/api-reference/interface/ISwarmSessionCallbacksdocs/api-reference/interface/ITooldocs/api-reference/interface/IToolCalldocs/api-reference/interface/IWikiCallbacksdocs/api-reference/interface/IWikiSchemadocs/api-reference/interface/TAbortSignaldocs/api-reference/type/Action$1docs/api-reference/type/Actiondocs/api-reference/type/AgentNamedocs/api-reference/type/CompletionNamedocs/api-reference/type/DispatchFndocs/api-reference/type/DisposeFndocs/api-reference/type/EmbeddingNamedocs/api-reference/type/Embeddingsdocs/api-reference/type/EntityIddocs/api-reference/type/EventBusSourcedocs/api-reference/type/EventSourcedocs/api-reference/type/ExecutionModedocs/api-reference/type/InternalKeys$1docs/api-reference/type/InternalKeys$2docs/api-reference/type/InternalKeys$3docs/api-reference/type/InternalKeys$4docs/api-reference/type/InternalKeys$5docs/api-reference/type/InternalKeys$6docs/api-reference/type/InternalKeys$7docs/api-reference/type/InternalKeys$8docs/api-reference/type/InternalKeysdocs/api-reference/type/IStateDatadocs/api-reference/type/Payloaddocs/api-reference/type/PolicyNamedocs/api-reference/type/ReceiveMessageFndocs/api-reference/type/SendMessageFndocs/api-reference/type/SessionIddocs/api-reference/type/SessionModedocs/api-reference/type/StateNamedocs/api-reference/type/StorageIddocs/api-reference/type/StorageNamedocs/api-reference/type/SwarmNamedocs/api-reference/type/TAgentConnectionServicedocs/api-reference/type/TChatInstanceCtordocs/api-reference/type/TCompleteFndocs/api-reference/type/TExecutionContextServicedocs/api-reference/type/THistoryConnectionServicedocs/api-reference/type/THistoryInstanceCtordocs/api-reference/type/THistoryMemoryInstancedocs/api-reference/type/THistoryPersistInstancedocs/api-reference/type/TLoggerInstancedocs/api-reference/type/TLoggerInstanceCtordocs/api-reference/type/TMethodContextServicedocs/api-reference/type/ToolNamedocs/api-reference/type/ToolValuedocs/api-reference/type/TPayloadContextServicedocs/api-reference/type/TPersistBasedocs/api-reference/type/TPersistBaseCtordocs/api-reference/type/TPersistListdocs/api-reference/type/TPolicyConnectionServicedocs/api-reference/type/TSessionConnectionServicedocs/api-reference/type/TSharedStatedocs/api-reference/type/TSharedStateConnectionServicedocs/api-reference/type/TSharedStoragedocs/api-reference/type/TSharedStorageConnectionServicedocs/api-reference/type/TStatedocs/api-reference/type/TStateConnectionServicedocs/api-reference/type/TStoragedocs/api-reference/type/TStorageConnectionServicedocs/api-reference/type/TSwarmConnectionServicedocs/api-reference/type/WikiName