API reference
Python 0.23.0 · published wheel reference and guides.
PythonMixed
- zhivex_ai
- zhivex_ai.workflows
- zhivex_ai.evals
- zhivex_ai.integrations.protocols
- zhivex_ai.integrations.responses
- zhivex_ai.experimental
- zhivex_ai.experimental.providers
- zhivex_ai.experimental.realtime
Documentation artifact
Version 0.23.0 · published · package maturity Beta.
Wheel SHA256: ccf02e9727edbfbd9bb4019efcfe646b21c31e97d384037ed24b723e1662a464. Source: b129bb5a4741dc0bc235b3b7749d647195758f7b.
These identifiers describe the documented package; site changes do not publish a new SDK release.
Find a public symbol
- A2AAgentCard · Beta
- A2AAgentExecutor · Beta
- A2AAgentSkill · Beta
- A2A_PROTOCOL_VERSION · Beta
- AGENT_EVALUATION_ARTIFACT_SCHEMA_VERSION · Beta
- AGENT_RUN_STATE_SCHEMA_VERSION · Beta
- AGUIEvent · Beta
- Agent · Stable
- AgentCancellationToken · Beta
- AgentCapabilities · Beta
- AgentCheckpoint · Stable
- AgentCheckpointEvent · Beta
- AgentChildRun · Stable
- AgentContext · Stable
- AgentDelegationFinishEvent · Beta
- AgentDelegationStartEvent · Beta
- AgentErrorEvent · Beta
- AgentEvaluationAgentFactory · Beta
- AgentEvaluationCase · Beta
- AgentEvaluationCaseResult · Beta
- AgentEvaluationCostEstimator · Beta
- AgentEvaluationExpectations · Beta
- AgentEvaluationExperimentResult · Beta
- AgentEvaluationFixture · Beta
- AgentEvaluationGate · Beta
- AgentEvaluationGateResult · Beta
- AgentEvaluationJudgeResult · Beta
- AgentEvaluationMetric · Beta
- AgentEvaluationReport · Beta
- AgentEvaluationResult · Beta
- AgentEvaluationScorer · Beta
- AgentEvaluationTraceExpectationsExtractor · Beta
- AgentEvaluationTraceMetadataExtractor · Beta
- AgentEvaluationTraceNameExtractor · Beta
- AgentEvaluationTracePromptExtractor · Beta
- AgentEvaluationTrajectory · Beta
- AgentEvaluationTrajectoryEvent · Beta
- AgentEvaluationTrialResult · Beta
- AgentEvaluationVariant · Beta
- AgentEvaluationVariantResult · Beta
- AgentEvent · Beta
- AgentEventDeliveryError · Stable
- AgentFinishEvent · Beta
- AgentGroupMember · Beta
- AgentGroupMemberResult · Beta
- AgentGroupRunResult · Beta
- AgentGuardrailEvent · Beta
- AgentHandoff · Stable
- AgentHandoffEvent · Beta
- AgentHandoffFailedEvent · Beta
- AgentHandoffRequestedEvent · Beta
- AgentHandoffResolvedEvent · Beta
- AgentHooks · Stable
- AgentLiveEvent · Experimental
- AgentMemoryState · Beta
- AgentMiddleware · Stable
- AgentMiddlewareNext · Stable
- AgentObserver · Stable
- AgentRegistry · Stable
- AgentReplayEvent · Stable
- AgentReplayResult · Stable
- AgentResolver · Beta
- AgentRunCancelled · Stable
- AgentRunRequest · Stable
- AgentRunResult · Stable
- AgentRunSnapshot · Stable
- AgentRunStartEvent · Beta
- AgentRunState · Stable
- AgentRunStatus · Stable
- AgentRunStep · Stable
- AgentRunStore · Stable
- AgentRunTreeCancellationResult · Stable
- AgentRunTreeNode · Beta
- AgentRunTreeSnapshot · Beta
- AgentRuntime · Stable
- AgentSession · Stable
- AgentSkillActivatedEvent · Stable
- AgentSkillArtifactCreatedEvent · Beta
- AgentSkillDependencyCheckEvent · Beta
- AgentSkillExecutionFinishEvent · Beta
- AgentSkillExecutionStartEvent · Beta
- AgentSkillResolvedEvent · Beta
- AgentSkillSkippedEvent · Stable
- AgentStreamResult · Stable
- AgentSummaryUpdateEvent · Beta
- AgentSupportTier · Beta
- AgentTextDeltaEvent · Beta
- AgentToolApprovalEvent · Stable
- AgentToolCallEvent · Beta
- AgentToolResultEvent · Beta
- AgentTrace · Stable
- AgentTraceArtifact · Beta
- AgentTraceCollector · Beta
- AgentTraceSegment · Beta
- AgentTraceStep · Beta
- AgentTraceSummary · Beta
- AnyToolDefinition · Beta
- ApprovalDecision · Stable
- ApprovalPolicyOptions · Beta
- ApprovalPolicyPreset · Beta
- AudioFrame · Beta
- AudioInput · Beta
- AzureOpenAIMcpApprovalRequest · Beta
- AzureOpenAIMcpApprovalResponse · Beta
- AzureOpenAIMcpCall · Beta
- AzureOpenAIMcpListTools · Beta
- AzureOpenAIProviderData · Beta
- AzureOpenAIResponseReference · Beta
- BatchesClient · Beta
- BudgetGuard · Beta
- CachedContent · Beta
- CachedContentListResult · Beta
- CachedContentsClient · Beta
- CallbackWorkflowAdapter · Stable
- CircuitBreakerState · Beta
- ConfigurationError · Stable
- ContainersClient · Beta
- ContentPart · Beta
- ConversationsClient · Beta
- CostEstimate · Beta
- CountTokensClient · Beta
- CountTokensResult · Beta
- DynamicInstructions · Stable
- EmbedOutput · Stable
- EmbeddingContent · Stable
- EmbeddingModel · Stable
- EmbeddingPart · Beta
- FilePart · Beta
- FileSearchBatch · Beta
- FileSearchDocument · Beta
- FileSearchDocumentListResult · Beta
- FileSearchOperation · Beta
- FileSearchSearchResult · Beta
- FileSearchStore · Beta
- FileSearchStoreListResult · Beta
- FileSearchStoresClient · Beta
- FilesClient · Beta
- FinishReason · Stable
- GatewayAttempt · Stable
- GatewayConfig · Stable
- GatewayError · Stable
- GatewayImageAttachment · Stable
- GatewayMessage · Stable
- GatewayModelTarget · Stable
- GatewayObjectResponse · Stable
- GatewayResponse · Stable
- GenerateGroundedTextOutput · Stable
- GenerateObjectOutput · Stable
- GenerateResult · Beta
- GenerateTextOutput · Stable
- GeneratedMedia · Beta
- GraphWorkflow · Stable
- GroundedLanguageModel · Stable
- GroundingSource · Beta
- GuardrailResult · Beta
- GuardrailTripwireTriggered · Beta
- HTTPResponse · Stable
- HTTPTransport · Stable
- HierarchicalAgentTrace · Beta
- HierarchicalAgentTraceNode · Beta
- HostedAgentRunOptions · Beta
- HostedToolClass · Beta
- HostedToolDefinition · Beta
- ImagePart · Beta
- ImagesClient · Beta
- ImagesResult · Beta
- InMemoryAgentRunStore · Beta
- InMemoryResponsesEventStore · Beta
- InMemoryWorkflowCheckpointStore · Stable
- InMemoryWorkflowLeaseManager · Stable
- InputGuardrail · Beta
- InputGuardrailRequest · Beta
- InstalledSkill · Beta
- InteractionsClient · Beta
- JsonValue · Stable
- KIMI_OFFICIAL_TOOL_URIS · Beta
- KimiFormulaClient · Beta
- LanguageModel · Stable
- LiveAgentStreamResult · Experimental
- LoopAgent · Stable
- MCPServerConfig · Beta
- MCPToolConfig · Beta
- MediaClient · Beta
- MediaResult · Beta
- MessageRole · Beta
- ModelCapabilities · Beta
- ModelCatalog · Beta
- ModelCatalogEntry · Beta
- ModelGenerateInput · Beta
- ModelMessage · Stable
- ModerationsClient · Beta
- NativeSupport · Beta
- OTelAgentObserver · Beta
- OpenAIMcpApprovalRequest · Beta
- OpenAIMcpApprovalResponse · Beta
- OpenAIMcpCall · Beta
- OpenAIMcpListTools · Beta
- OpenAIProviderData · Beta
- OpenAIResponseReference · Beta
- OutputGuardrail · Beta
- OutputGuardrailRequest · Beta
- ParallelAgent · Stable
- ParseError · Beta
- PendingApproval · Stable
- PortableDocument · Beta
- PortableGroundingConfig · Beta
- PortableProviderNamespace · Beta
- PortableProviderTier · Beta
- PortableRetrievalConfig · Beta
- PortableSpeechConfig · Beta
- PortableSupport · Beta
- PortableTranscriptionConfig · Beta
- PostgresAgentRunStore · Stable
- PostgresWorkflowCheckpointStore · Stable
- PostgresWorkflowLeaseManager · Stable
- ProtocolErrorMapper · Beta
- ProtocolEventCallback · Beta
- ProtocolInvocation · Beta
- ProtocolLimits · Beta
- ProtocolRunOptionsResolver · Beta
- ProviderBundle · Beta
- ProviderDataPart · Beta
- ProviderFile · Beta
- ProviderHTTPError · Stable
- ProviderImage · Beta
- ProviderSupportRow · Beta
- ProviderUpload · Beta
- ProviderUploadPart · Beta
- RealtimeAudioOutputEvent · Experimental
- RealtimeConnectOptions · Experimental
- RealtimeErrorEvent · Experimental
- RealtimeEvent · Experimental
- RealtimeModel · Experimental
- RealtimeResponseCompletedEvent · Experimental
- RealtimeSession · Experimental
- RealtimeSessionConfig · Experimental
- RealtimeSessionEndedEvent · Experimental
- RealtimeSessionStartedEvent · Experimental
- RealtimeTextDeltaEvent · Experimental
- RealtimeTokenResult · Experimental
- RealtimeToolCallEvent · Experimental
- RealtimeToolResultEvent · Experimental
- RealtimeTranscriptEvent · Experimental
- ReasoningConfig · Beta
- RedactionPolicy · Beta
- RedactionRule · Beta
- RemoteHTTPToolConfig · Beta
- ResponsesAgentHost · Beta
- ResponsesClient · Beta
- ResponsesEventStore · Beta
- RunLimits · Beta
- SQLiteAgentRunStore · Beta
- SQLiteWorkflowCheckpointStore · Stable
- SQLiteWorkflowLeaseManager · Stable
- SafetyPolicy · Beta
- SafetyPolicyPreset · Beta
- SequentialAgent · Stable
- SkillArtifact · Beta
- SkillDefinition · Stable
- SkillDependency · Stable
- SkillEntrypoint · Beta
- SkillPackageManifest · Beta
- SkillPermissions · Beta
- SkillRegistry · Stable
- SkillRegistryIndex · Beta
- SkillRunResult · Beta
- SkillsClient · Beta
- SpeechModel · Beta
- SpeechOutput · Beta
- StoredResponsesRun · Beta
- StreamEvent · Stable
- StreamFinishEvent · Beta
- StreamObjectResult · Stable
- StreamProviderDataEvent · Beta
- StreamTextDeltaEvent · Beta
- StreamTextResult · Stable
- SummaryConfig · Beta
- TextPart · Beta
- TokenCountDetail · Beta
- TokenPricing · Beta
- TokenUsage · Stable
- ToolApprovalRequest · Stable
- ToolCall · Stable
- ToolChoiceName · Beta
- ToolDefinition · Stable
- ToolExecutionContext · Stable
- ToolExecutionError · Stable
- ToolExecutionOptions · Stable
- ToolExecutionOutcomeUnknown · Stable
- ToolExecutionResult · Stable
- ToolGuardrailResult · Beta
- ToolGuardrailStage · Beta
- ToolGuardrailTripwireTriggered · Beta
- ToolInputGuardrail · Beta
- ToolInputGuardrailRequest · Beta
- ToolOutputGuardrail · Beta
- ToolOutputGuardrailRequest · Beta
- ToolRegistry · Stable
- ToolSet · Stable
- ToolSource · Beta
- TranscriptionModel · Beta
- TranscriptionOutput · Beta
- UIMessage · Beta
- UIMessageChunk · Beta
- UIMessageProviderDataChunk · Beta
- UIMessageToolApprovalChunk · Beta
- UnsupportedFeatureError · Stable
- UploadsClient · Beta
- ValidationError · Stable
- VideoOperation · Beta
- VideoResult · Beta
- VideosClient · Beta
- WORKFLOW_ADAPTER_SCHEMA_VERSION · Stable
- WORKFLOW_CHECKPOINT_SCHEMA_VERSION · Stable
- WorkflowAdapter · Stable
- WorkflowAdapterCapabilities · Stable
- WorkflowAgent · Stable
- WorkflowBuilder · Stable
- WorkflowCheckpoint · Stable
- WorkflowCheckpointMigration · Stable
- WorkflowCheckpointStatus · Stable
- WorkflowCheckpointStore · Stable
- WorkflowConflictError · Stable
- WorkflowContext · Stable
- WorkflowDefinitionMismatchError · Stable
- WorkflowEdge · Stable
- WorkflowEdgeCondition · Stable
- WorkflowErrorPolicy · Stable
- WorkflowExecutionLease · Stable
- WorkflowFunctionContext · Stable
- WorkflowFunctionExecutor · Stable
- WorkflowFunctionResult · Stable
- WorkflowGraph · Stable
- WorkflowInterrupt · Stable
- WorkflowInterruptError · Stable
- WorkflowInterruptPhase · Stable
- WorkflowLeaseLostError · Stable
- WorkflowLeaseManager · Stable
- WorkflowNodeCheckpoint · Stable
- WorkflowNodeStatus · Stable
- WorkflowRetryPolicy · Stable
- WorkflowRetryPredicate · Stable
- WorkflowRunNotFoundError · Stable
- WorkflowRunResult · Stable
- WorkflowRunStatus · Stable
- WorkflowState · Stable
- WorkflowStep · Stable
- WorkflowStepExecutor · Stable
- WorkflowStepExecutorRegistry · Stable
- WorkflowStepOutcome · Stable
- WorkflowStepRequest · Stable
- WorkflowStepResult · Stable
- WorkflowStepStatus · Stable
- WorkflowStopCondition · Stable
- WorkflowTraceEvent · Stable
- WorkflowTransition · Stable
- aclose_default_clients · Stable
- agent_child_run_from_state · Beta
- agent_run_state_from_json · Stable
- agent_run_state_to_json · Stable
- allow_all_approval_policy · Beta
- anthropic_code_execution_tool · Beta
- anthropic_mcp_server · Beta
- anthropic_web_fetch_tool · Beta
- anthropic_web_search_tool · Beta
- apply_safety_policy_to_agent · Beta
- assistant · Beta
- azure_openai_computer_use_tool · Beta
- azure_openai_file_search_tool · Beta
- azure_openai_mcp_approval_response · Beta
- azure_openai_mcp_tool · Beta
- azure_openai_response_reference · Beta
- azure_openai_web_search_tool · Beta
- build_provider_support_rows · Beta
- cancel_agent_run · Stable
- cancel_agent_run_tree · Stable
- cancel_workflow · Stable
- clear_agent_session_skills · Stable
- collect_ui_message · Beta
- create_a2a_agent_card · Beta
- create_a2a_app · Beta
- create_agent_evaluation_dataset_from_traces · Beta
- create_agent_evaluation_fixture · Beta
- create_agent_evaluation_report · Beta
- create_agent_evaluation_trajectory · Beta
- create_agent_playground_app · Beta
- create_agent_run_snapshot · Stable
- create_agent_run_tree_snapshot · Beta
- create_agent_session · Stable
- create_agent_trace_artifact · Beta
- create_agent_trace_collector · Beta
- create_anthropic · Stable
- create_approval_policy · Beta
- create_azure_openai · Stable
- create_bedrock · Experimental
- create_budget_guard · Beta
- create_cached_generate_middleware · Beta
- create_circuit_breaker_middleware · Beta
- create_dbos_workflow_adapter · Beta
- create_deepseek · Stable
- create_file_generate_cache · Beta
- create_gateway · Stable
- create_gemini · Stable
- create_hierarchical_agent_trace · Beta
- create_in_memory_agent_memory_store · Beta
- create_in_memory_agent_run_store · Beta
- create_in_memory_checkpoint_store · Beta
- create_in_memory_generate_cache · Beta
- create_in_memory_workflow_checkpoint_store · Stable
- create_in_memory_workflow_lease_manager · Stable
- create_kimi · Stable
- create_mcp_tool_registry · Stable
- create_meta · Stable
- create_mock_language_model · Beta
- create_mock_tool · Beta
- create_model_catalog · Beta
- create_ollama · Experimental
- create_openai · Stable
- create_openrouter · Experimental
- create_otel_agent_observer · Beta
- create_postgres_agent_memory_store · Stable
- create_postgres_agent_run_store · Stable
- create_postgres_checkpoint_store · Stable
- create_postgres_workflow_checkpoint_store · Stable
- create_postgres_workflow_lease_manager · Stable
- create_prefect_workflow_adapter · Beta
- create_qwen · Stable
- create_redaction_policy · Beta
- create_responses_app · Beta
- create_restate_workflow_adapter · Beta
- create_safety_policy · Beta
- create_sqlite_agent_memory_store · Beta
- create_sqlite_agent_run_store · Beta
- create_sqlite_checkpoint_store · Beta
- create_sqlite_workflow_checkpoint_store · Stable
- create_sqlite_workflow_lease_manager · Stable
- create_subagent_tool · Beta
- create_telemetry_middleware · Beta
- create_temporal_workflow_adapter · Beta
- create_text_message · Beta
- create_ui_message_json_response · Beta
- create_ui_message_lines_response · Beta
- create_vertex · Stable
- create_vllm · Stable
- default_model_catalog · Beta
- deny_all_approval_policy · Beta
- deserialize_agent_run_state · Stable
- deserialize_ui_message · Beta
- deserialize_ui_message_chunk · Beta
- deserialize_workflow_checkpoint · Stable
- discover_mcp_tools · Stable
- discover_skills · Stable
- embed · Stable
- embed_content · Stable
- embed_content_many · Stable
- embed_many · Stable
- estimate_agent_run_cost · Beta
- estimate_token_cost · Beta
- fail_agent_run_resume_claim · Beta
- fork_workflow · Stable
- from_ui_message · Beta
- from_ui_messages · Beta
- gemini_code_execution_tool · Beta
- gemini_computer_use_tool · Beta
- gemini_file_search_tool · Beta
- gemini_google_maps_tool · Beta
- gemini_google_search_tool · Beta
- gemini_hosted_tool · Beta
- gemini_url_context_tool · Beta
- generate_grounded_text · Stable
- generate_object · Stable
- generate_speech · Beta
- generate_text · Stable
- get_agent_capabilities · Beta
- get_agent_session_skills · Stable
- get_agent_support_tier · Beta
- get_azure_openai_response_id · Beta
- get_azure_openai_response_reference · Beta
- get_hosted_tool_class · Beta
- get_last_provider_data_part · Beta
- get_openai_response_id · Beta
- get_openai_response_reference · Beta
- get_pending_agent_approvals · Stable
- get_provider_data_parts · Beta
- handoff_to · Stable
- hosted_tool · Beta
- install_skill · Beta
- is_callable_tool_definition · Beta
- is_hosted_tool_class · Beta
- is_hosted_tool_definition · Beta
- judge_agent_evaluation · Beta
- kimi_formula_toolset · Beta
- list_installed_skills · Beta
- load_agent_session · Stable
- load_skill · Stable
- load_skill_package · Beta
- mcp_http_server · Stable
- mcp_stdio_server · Stable
- meta_hosted_tool · Beta
- meta_tool_search_tool · Beta
- meta_web_search_tool · Beta
- migrate_workflow_checkpoint · Stable
- migrate_workflow_checkpoint_payload · Stable
- migrate_workflow_run_checkpoint · Stable
- open_websocket_connection · Experimental
- openai_apply_patch_tool · Beta
- openai_code_interpreter_container · Beta
- openai_code_interpreter_tool · Beta
- openai_computer_use_tool · Beta
- openai_custom_tool · Beta
- openai_custom_tool_format_grammar · Beta
- openai_custom_tool_format_text · Beta
- openai_domain_secret · Beta
- openai_file_search_filter · Beta
- openai_file_search_filter_group · Beta
- openai_file_search_tool · Beta
- openai_hosted_tool · Beta
- openai_image_generation_tool · Beta
- openai_image_mask · Beta
- openai_inline_skill · Beta
- openai_inline_skill_source · Beta
- openai_local_shell_tool · Experimental
- openai_local_skill · Beta
- openai_mcp_approval_response · Beta
- openai_mcp_tool · Beta
- openai_namespace_tool · Beta
- openai_network_policy_allowlist · Beta
- openai_network_policy_disabled · Beta
- openai_programmatic_tool_calling_tool · Beta
- openai_response_options · Beta
- openai_response_reference · Beta
- openai_shell_environment · Experimental
- openai_shell_tool · Experimental
- openai_skill_reference · Beta
- openai_tool_search_tool · Beta
- openai_user_location · Beta
- openai_web_search_tool · Beta
- parse_azure_openai_provider_data_part · Beta
- parse_openai_provider_data_part · Beta
- parse_ui_message_request · Beta
- permission_allowlist_approval_policy · Beta
- prepare_subagents_for_agent · Beta
- provider_data_part · Beta
- publish_skill · Beta
- qwen_code_interpreter_tool · Beta
- qwen_file_search_tool · Beta
- qwen_hosted_tool · Beta
- qwen_image_search_tool · Beta
- qwen_mcp_tool · Beta
- qwen_web_extractor_tool · Beta
- qwen_web_search_image_tool · Beta
- qwen_web_search_tool · Beta
- remote_tool · Beta
- render_provider_support_markdown · Beta
- replay_agent_run · Stable
- resume_agent · Stable
- resume_agent_run · Stable
- resume_workflow · Stable
- run_agent · Stable
- run_agent_evaluation · Beta
- run_agent_evaluation_experiment · Beta
- run_agent_evaluation_fixture · Beta
- run_agent_group · Beta
- run_skill · Beta
- run_workflow · Stable
- serialize_agent_run_state · Stable
- serialize_ui_message · Beta
- serialize_ui_message_chunk · Beta
- serialize_workflow_checkpoint · Stable
- set_agent_session_skills · Stable
- skill · Stable
- stream_agent · Stable
- stream_agent_ag_ui · Beta
- stream_live_agent · Experimental
- stream_object · Stable
- stream_sse · Stable
- stream_text · Stable
- summarize_agent_trace · Beta
- system · Beta
- text_part · Beta
- to_ag_ui_sse_response · Beta
- to_sse_response · Stable
- to_sse_stream · Stable
- to_text_stream · Stable
- to_text_stream_response · Stable
- to_ui_message · Beta
- to_ui_message_stream · Beta
- to_ui_message_stream_response · Stable
- to_ui_messages · Beta
- tool · Stable
- tool_call_part · Beta
- tool_result_part · Beta
- transcribe_audio · Beta
- user · Beta
- validate_skill · Beta
- validate_workflow_expectations · Stable
- vertex_code_execution_tool · Beta
- vertex_computer_use_tool · Beta
- vertex_external_search_tool · Beta
- vertex_google_maps_tool · Beta
- vertex_google_search_tool · Beta
- vertex_url_context_tool · Beta
- vertex_vertex_ai_search_tool · Beta
- workflow_checkpoint_from_json · Stable
- workflow_checkpoint_to_json · Stable
- workflow_step · Stable
- wrap_language_model · Beta