Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V _ __call__() (promptflow.core.AsyncFlow method) (promptflow.core.AsyncPrompty method) (promptflow.core.Flow method) (promptflow.core.Prompty method) (promptflow.evals.evaluators.BleuScoreEvaluator method) (promptflow.evals.evaluators.ChatEvaluator method) (promptflow.evals.evaluators.CoherenceEvaluator method) (promptflow.evals.evaluators.ContentSafetyChatEvaluator method) (promptflow.evals.evaluators.ContentSafetyEvaluator method) (promptflow.evals.evaluators.F1ScoreEvaluator method) (promptflow.evals.evaluators.FluencyEvaluator method) (promptflow.evals.evaluators.GleuScoreEvaluator method) (promptflow.evals.evaluators.GroundednessEvaluator method) (promptflow.evals.evaluators.HateUnfairnessEvaluator method) (promptflow.evals.evaluators.IndirectAttackEvaluator method) (promptflow.evals.evaluators.MeteorScoreEvaluator method) (promptflow.evals.evaluators.ProtectedMaterialEvaluator method) (promptflow.evals.evaluators.QAEvaluator method) (promptflow.evals.evaluators.RelevanceEvaluator method) (promptflow.evals.evaluators.RougeScoreEvaluator method) (promptflow.evals.evaluators.SelfHarmEvaluator method) (promptflow.evals.evaluators.SexualEvaluator method) (promptflow.evals.evaluators.SimilarityEvaluator method) (promptflow.evals.evaluators.ViolenceEvaluator method) (promptflow.evals.synthetic.adversarial_simulator.AdversarialSimulator method) (promptflow.evals.synthetic.AdversarialSimulator method) (promptflow.evals.synthetic.direct_attack_simulator.DirectAttackSimulator method) (promptflow.evals.synthetic.DirectAttackSimulator method) (promptflow.evals.synthetic.IndirectAttackSimulator method) (promptflow.evals.synthetic.xpia_simulator.IndirectAttackSimulator method) A AbstractBatchRunStorage (class in promptflow.storage) AbstractCacheStorage (class in promptflow.storage) AbstractRunStorage (class in promptflow.storage) ACS (promptflow.rag.constants.IndexType attribute) activate (promptflow.contracts.flow.Node attribute) ActivateCondition (class in promptflow.contracts.flow) additional_info (promptflow.exceptions.PromptflowException property) ADVERSARIAL_CONTENT_GEN_GROUNDED (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_CONTENT_GEN_UNGROUNDED (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_CONTENT_PROTECTED_MATERIAL (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_CONVERSATION (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_INDIRECT_JAILBREAK (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_QA (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_REWRITE (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_SEARCH (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) ADVERSARIAL_SUMMARIZATION (promptflow.evals.synthetic.adversarial_scenario.AdversarialScenario attribute) (promptflow.evals.synthetic.AdversarialScenario attribute) AdversarialScenario (class in promptflow.evals.synthetic) (class in promptflow.evals.synthetic.adversarial_scenario) AdversarialSimulator (class in promptflow.evals.synthetic) (class in promptflow.evals.synthetic.adversarial_simulator) AGENT (promptflow.integrations.langchain.LangChainEventType attribute) aggregation (promptflow.contracts.flow.Node attribute) aggregation_nodes (promptflow.executor.flow_executor.FlowExecutor property) allow_manual_entry (promptflow.entities.InputSetting attribute) always_verbose (promptflow.integrations.langchain.PromptFlowCallbackHandler property) AOAI (promptflow.rag.constants.IndexInputType attribute) api (promptflow.contracts.flow.Node attribute) api_base (promptflow.connections.AzureOpenAIConnection property) (promptflow.connections.CognitiveSearchConnection property) (promptflow.connections.ServerlessConnection property) api_calls (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) api_key (promptflow.core.AzureOpenAIModelConfiguration attribute) (promptflow.core.OpenAIModelConfiguration attribute) api_type (promptflow.connections.AzureContentSafetyConnection property) (promptflow.connections.AzureOpenAIConnection property) api_version (promptflow.connections.AzureContentSafetyConnection property) (promptflow.connections.AzureOpenAIConnection property) (promptflow.connections.CognitiveSearchConnection property) (promptflow.core.AzureOpenAIModelConfiguration attribute) apply_inputs_mapping() (promptflow.executor.flow_executor.FlowExecutor static method) archive() (promptflow.azure.operations.RunOperations method) (promptflow.operations.RunOperations method) ASSISTANT_DEFINITION (promptflow.contracts.tool.ValueType attribute) AssistantDefinition (class in promptflow.contracts.types) AsyncFlow (class in promptflow.core) AsyncIteratorProxy (class in promptflow.tracing.contracts.iterator_proxy) AsyncPrompty (class in promptflow.core) AttrDict (class in promptflow.contracts.types) AZURE_CONTENT_SAFETY (promptflow.constants.ConnectionDefaultApiVersion attribute) azure_deployment (promptflow.core.AzureOpenAIModelConfiguration attribute) azure_endpoint (promptflow.core.AzureOpenAIModelConfiguration attribute) AZURE_OPEN_AI (promptflow.constants.ConnectionDefaultApiVersion attribute) AZURE_RUN_STORAGE (promptflow.exceptions.ErrorTarget attribute) AzureAISearchConfig (class in promptflow.rag.config) AzureAISearchSource (class in promptflow.rag.config) AzureAIServicesConnection (class in promptflow.connections) AzureContentSafetyConnection (class in promptflow.connections) (class in promptflow.entities) AzureOpenAIConnection (class in promptflow.connections) (class in promptflow.entities) AzureOpenAIModelConfiguration (class in promptflow.core) B base_url (promptflow.connections.OpenAIConnection property) (promptflow.core.OpenAIModelConfiguration attribute) Batch (promptflow.contracts.run_mode.RunMode attribute) BATCH (promptflow.exceptions.ErrorTarget attribute) BatchEngine (class in promptflow.batch) BatchResult (class in promptflow.batch) BleuScoreEvaluator (class in promptflow.evals.evaluators) BOOL (promptflow.contracts.tool.ValueType attribute) build() (promptflow.operations.FlowOperations method) build_connection_id() (promptflow.rag.config.ConnectionConfig method) build_index() (in module promptflow.rag) Bypassed (promptflow.contracts.run_info.Status attribute) C cached_flow_run_id (promptflow.contracts.run_info.RunInfo attribute) cached_run_id (promptflow.contracts.run_info.RunInfo attribute) call_sync() (promptflow.evals.synthetic.adversarial_simulator.AdversarialSimulator method) (promptflow.evals.synthetic.AdversarialSimulator method) cancel() (promptflow.azure.operations.RunOperations method) (promptflow.batch.BatchEngine method) Canceled (promptflow.contracts.run_info.Status attribute) CancelRequested (promptflow.contracts.run_info.Status attribute) CHAIN (promptflow.integrations.langchain.LangChainEventType attribute) ChatEvaluator (class in promptflow.evals.evaluators) children (promptflow.tracing.contracts.trace.Trace attribute) class_name (promptflow.contracts.tool.Tool attribute) Code (promptflow.contracts.flow.ToolSourceType attribute) code (promptflow.contracts.tool.Tool attribute) COGNITIVE_SEARCH (promptflow.constants.ConnectionDefaultApiVersion attribute) CognitiveSearchConnection (class in promptflow.connections) (class in promptflow.entities) CoherenceEvaluator (class in promptflow.evals.evaluators) comment (promptflow.contracts.flow.Node attribute) Completed (promptflow.contracts.run_info.Status attribute) completed_lines (promptflow.batch.BatchResult attribute) condition (promptflow.contracts.flow.ActivateCondition attribute) condition_value (promptflow.contracts.flow.ActivateCondition attribute) connection (promptflow.contracts.flow.Node attribute) (promptflow.core.AzureOpenAIModelConfiguration attribute) (promptflow.core.OpenAIModelConfiguration attribute) connection_type (promptflow.contracts.tool.Tool attribute) ConnectionAuthMode (class in promptflow.constants) ConnectionConfig (class in promptflow.rag.config) ConnectionDefaultApiVersion (class in promptflow.constants) ConnectionOperations (class in promptflow.operations) ConnectionProvider (class in promptflow.connections) connections (promptflow.client.PFClient property) ConnectionType (class in promptflow.contracts.tool) ContentSafetyChatEvaluator (class in promptflow.evals.evaluators) ContentSafetyEvaluator (class in promptflow.evals.evaluators) ContextManagerProxy (class in promptflow.tracing.contracts.context_manager_proxy) CONTROL_PLANE_SDK (promptflow.exceptions.ErrorTarget attribute) convert_flow_input_types() (promptflow.executor.flow_executor.FlowExecutor method) convert_flow_inputs_for_node() (promptflow.executor.flow_validator.FlowValidator static method) CORE (promptflow.exceptions.ErrorTarget attribute) create() (promptflow.batch.BatchResult class method) (promptflow.executor.flow_executor.FlowExecutor class method) create_or_update() (promptflow.azure.operations.FlowOperations method) (promptflow.azure.operations.RunOperations method) (promptflow.operations.ConnectionOperations method) (promptflow.operations.RunOperations method) create_with_error() (promptflow.contracts.run_info.FlowRunInfo static method) created_on (promptflow.entities.Run property) CSHARP (promptflow.contracts.tool.ToolType attribute) CUSTOM_LLM (promptflow.contracts.tool.ToolType attribute) custom_type (promptflow.contracts.tool.InputDefinition attribute) CustomConnection (class in promptflow.connections) (class in promptflow.entities) CustomStrongTypeConnection (class in promptflow.connections) D DATA_CLASS (promptflow.entities.AzureContentSafetyConnection attribute) (promptflow.entities.AzureOpenAIConnection attribute) (promptflow.entities.CognitiveSearchConnection attribute) (promptflow.entities.CustomConnection attribute) (promptflow.entities.FormRecognizerConnection attribute) (promptflow.entities.OpenAIConnection attribute) (promptflow.entities.QdrantConnection attribute) (promptflow.entities.SerpConnection attribute) default (promptflow.contracts.flow.FlowParamDefinitionBase attribute) (promptflow.contracts.tool.InputDefinition attribute) default_variant_id (promptflow.contracts.flow.NodeVariants attribute) delete() (promptflow.operations.ConnectionOperations method) (promptflow.operations.RunOperations method) deprecated_tools (promptflow.contracts.tool.Tool attribute) description (promptflow.contracts.flow.FlowOutputDefinition attribute) (promptflow.contracts.flow.FlowParamDefinitionBase attribute) (promptflow.contracts.flow.NodeVariant attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.tool.InputDefinition attribute) (promptflow.contracts.tool.OutputDefinition attribute) (promptflow.contracts.tool.Tool attribute) (promptflow.storage.run_records.LineRunRecord attribute) deserialize() (promptflow.contracts.flow.ActivateCondition static method) (promptflow.contracts.flow.FlexFlow static method) (promptflow.contracts.flow.Flow static method) (promptflow.contracts.flow.FlowInitDefinition static method) (promptflow.contracts.flow.FlowInputAssignment static method) (promptflow.contracts.flow.FlowInputDefinition static method) (promptflow.contracts.flow.FlowOutputDefinition static method) (promptflow.contracts.flow.InputAssignment static method) (promptflow.contracts.flow.Node static method) (promptflow.contracts.flow.NodeVariant static method) (promptflow.contracts.flow.NodeVariants static method) (promptflow.contracts.flow.PromptyFlow class method) (promptflow.contracts.flow.ToolSource static method) (promptflow.contracts.multimedia.Text class method) (promptflow.contracts.run_info.FlowRunInfo static method) (promptflow.contracts.run_info.RunInfo static method) (promptflow.contracts.tool.InputDefinition static method) (promptflow.contracts.tool.OutputDefinition static method) (promptflow.contracts.tool.Tool static method) (promptflow.contracts.types.AssistantDefinition static method) deserialize_node_reference() (promptflow.contracts.flow.InputAssignment static method) deserialize_reference() (promptflow.contracts.flow.InputAssignment static method) DirectAttackSimulator (class in promptflow.evals.synthetic) (class in promptflow.evals.synthetic.direct_attack_simulator) DOUBLE (promptflow.contracts.tool.ValueType attribute) download() (promptflow.azure.operations.RunOperations method) DYNAMIC_LIST (promptflow.contracts.tool.ToolFuncCallScenario attribute) dynamic_list (promptflow.entities.InputSetting attribute) DynamicList (class in promptflow.entities) E EMBEDDING (promptflow.tracing.contracts.trace.TraceType attribute) EmbeddingsModelConfig (class in promptflow.rag.config) enable_cache (promptflow.contracts.flow.Node attribute) enable_kwargs (promptflow.contracts.tool.Tool attribute) enable_streaming_for_llm_flow() (promptflow.executor.flow_executor.FlowExecutor method) enable_streaming_for_llm_tool() (in module promptflow.executor.flow_executor) enabled_by (promptflow.entities.InputSetting attribute) enabled_by_value (promptflow.entities.InputSetting attribute) end_time (promptflow.batch.BatchResult attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.storage.run_records.LineRunRecord attribute) (promptflow.storage.run_records.NodeRunRecord attribute) (promptflow.tracing.contracts.trace.Trace attribute) endpoint (promptflow.connections.AzureAIServicesConnection property) (promptflow.connections.AzureContentSafetyConnection property) ensure_flow_inputs_type() (promptflow.executor.flow_validator.FlowValidator static method) ensure_flow_is_serializable() (promptflow.executor.flow_executor.FlowExecutor method) ensure_flow_valid_in_batch_mode() (promptflow.executor.flow_validator.FlowValidator static method) enum (promptflow.contracts.flow.FlowInputDefinition attribute) (promptflow.contracts.tool.InputDefinition attribute) environment_variables (promptflow.contracts.flow.FlexFlow attribute) (promptflow.contracts.flow.Flow attribute) (promptflow.contracts.flow.PromptyFlow attribute) error (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.tracing.contracts.trace.Trace attribute) error_codes (promptflow.exceptions.PromptflowException property) error_summary (promptflow.batch.BatchResult attribute) ErrorCategory (class in promptflow.exceptions) ErrorTarget (class in promptflow.exceptions) estimate_token_count() (promptflow.core.Prompty method) evaluate() (in module promptflow.evals.evaluate) evaluation_only (promptflow.contracts.flow.FlowOutputDefinition attribute) exec() (promptflow.executor.flow_executor.FlowExecutor method) exec_aggregation() (promptflow.executor.flow_executor.FlowExecutor method) exec_line() (promptflow.executor.flow_executor.FlowExecutor method) exec_line_async() (promptflow.executor.flow_executor.FlowExecutor method) execute_flow() (in module promptflow.executor.flow_executor) EXECUTOR (promptflow.exceptions.ErrorTarget attribute) F F1ScoreEvaluator (class in promptflow.evals.evaluators) Failed (promptflow.contracts.run_info.Status attribute) failed_lines (promptflow.batch.BatchResult attribute) FAISS (promptflow.rag.constants.IndexType attribute) FILE_PATH (promptflow.contracts.tool.ValueType attribute) FilePath (class in promptflow.contracts.types) FlexFlow (class in promptflow.contracts.flow) Flow (class in promptflow.contracts.flow) (class in promptflow.core) FLOW (promptflow.tracing.contracts.trace.TraceType attribute) FLOW_EXECUTOR (promptflow.exceptions.ErrorTarget attribute) flow_id (promptflow.contracts.run_info.FlowRunInfo attribute) FLOW_INPUT (promptflow.contracts.flow.InputValueType attribute) FLOW_INVOKER (promptflow.exceptions.ErrorTarget attribute) flow_run_id (promptflow.contracts.run_info.RunInfo attribute) FlowBase (class in promptflow.contracts.flow) FlowContext (class in promptflow.entities) FlowExecutor (class in promptflow.executor.flow_executor) FlowInitDefinition (class in promptflow.contracts.flow) FlowInputAssignment (class in promptflow.contracts.flow) FlowInputDefinition (class in promptflow.contracts.flow) FlowOperations (class in promptflow.azure.operations) (class in promptflow.operations) FlowOutputDefinition (class in promptflow.contracts.flow) FlowParamDefinitionBase (class in promptflow.contracts.flow) FlowRunInfo (class in promptflow.contracts.run_info) flows (promptflow.azure.PFClient property) (promptflow.client.PFClient property) FlowValidator (class in promptflow.executor.flow_validator) FluencyEvaluator (class in promptflow.evals.evaluators) FORM_RECOGNIZER (promptflow.constants.ConnectionDefaultApiVersion attribute) FormRecognizerConnection (class in promptflow.connections) (class in promptflow.entities) from_config() (promptflow.azure.PFClient class method) from_connection() (promptflow.core.AzureOpenAIModelConfiguration class method) (promptflow.core.ModelConfiguration class method) (promptflow.core.OpenAIModelConfiguration class method) from_env() (promptflow.connections.AzureOpenAIConnection class method) (promptflow.connections.OpenAIConnection class method) from_run_info() (promptflow.storage.run_records.LineRunRecord static method) (promptflow.storage.run_records.NodeRunRecord static method) from_type() (promptflow.contracts.tool.ValueType static method) from_value() (promptflow.contracts.tool.ValueType static method) from_yaml() (promptflow.contracts.flow.Flow class method) func_kwargs (promptflow.entities.DynamicList attribute) func_path (promptflow.entities.DynamicList attribute) function (promptflow.contracts.tool.Tool attribute) (promptflow.entities.DynamicList attribute) (promptflow.tracing.contracts.trace.Trace attribute) FUNCTION (promptflow.tracing.contracts.trace.TraceType attribute) FUNCTION_PATH (promptflow.exceptions.ErrorTarget attribute) G GENERATED_BY (promptflow.contracts.tool.ToolFuncCallScenario attribute) generated_by (promptflow.entities.InputSetting attribute) get() (promptflow.azure.operations.FlowOperations method) (promptflow.azure.operations.RunOperations method) (promptflow.connections.ConnectionProvider method) (promptflow.operations.ConnectionOperations method) (promptflow.operations.RunOperations method) get_arguments_from_message_format() (promptflow.exceptions.PromptflowException method) get_cache_record_list() (promptflow.storage.AbstractCacheStorage method) get_chat_input_name() (promptflow.contracts.flow.Flow method) get_chat_output_name() (promptflow.contracts.flow.Flow method) get_connection_class() (promptflow.contracts.tool.ConnectionType static method) get_connection_id() (promptflow.rag.config.AzureAISearchConfig method) (promptflow.rag.config.EmbeddingsModelConfig method) get_connection_input_names_for_node() (promptflow.contracts.flow.Flow method) get_connection_names() (promptflow.contracts.flow.FlexFlow method) (promptflow.contracts.flow.Flow method) (promptflow.contracts.flow.FlowBase method) (promptflow.contracts.flow.PromptyFlow method) get_details() (promptflow.azure.operations.RunOperations method) (promptflow.azure.PFClient method) (promptflow.client.PFClient method) (promptflow.operations.RunOperations method) get_environment_variables_with_overrides() (promptflow.contracts.flow.FlowBase method) get_initialize_inputs() (promptflow.core.ToolProvider class method) get_inputs_definition() (promptflow.executor.flow_executor.FlowExecutor method) get_instance() (promptflow.connections.ConnectionProvider class method) get_langchain_retriever_from_index() (in module promptflow.rag) get_metrics() (promptflow.azure.operations.RunOperations method) (promptflow.azure.PFClient method) (promptflow.client.PFClient method) (promptflow.operations.RunOperations method) get_node() (promptflow.contracts.flow.Flow method) get_required_initialize_inputs() (promptflow.core.ToolProvider class method) get_status_summary() (promptflow.executor.flow_executor.FlowExecutor method) get_tool() (promptflow.contracts.flow.Flow method) GIT (promptflow.rag.constants.IndexInputType attribute) GitSource (class in promptflow.rag.config) GleuScoreEvaluator (class in promptflow.evals.evaluators) GroundednessEvaluator (class in promptflow.evals.evaluators) H has_aggregation_node (promptflow.executor.flow_executor.FlowExecutor property) has_aggregation_node() (promptflow.contracts.flow.Flow method) HateUnfairnessEvaluator (class in promptflow.evals.evaluators) I id (promptflow.contracts.flow.FlowBase attribute) (promptflow.tracing.contracts.trace.Trace attribute) Image (class in promptflow.contracts.multimedia) IMAGE (promptflow.contracts.tool.ValueType attribute) index (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) IndexDataSource (class in promptflow.rag.config) IndexInputType (class in promptflow.rag.constants) IndexType (class in promptflow.rag.constants) IndirectAttackEvaluator (class in promptflow.evals.evaluators) IndirectAttackSimulator (class in promptflow.evals.synthetic) (class in promptflow.evals.synthetic.xpia_simulator) infer_signature() (promptflow.operations.FlowOperations method) init (promptflow.contracts.flow.FlexFlow attribute) (promptflow.entities.Run property) init_from_provider_config() (promptflow.connections.ConnectionProvider class method) inner_exception (promptflow.exceptions.PromptflowException property) input_mapping (promptflow.entities.DynamicList attribute) InputAssignment (class in promptflow.contracts.flow) InputDefinition (class in promptflow.contracts.tool) inputs (promptflow.contracts.flow.FlowBase attribute) (promptflow.contracts.flow.Node attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.contracts.tool.Tool attribute) (promptflow.tracing.contracts.trace.Trace attribute) InputSetting (class in promptflow.entities) InputValueType (class in promptflow.contracts.flow) instructions (promptflow.contracts.types.AssistantDefinition attribute) INT (promptflow.contracts.tool.ValueType attribute) invoke() (promptflow.core.AsyncFlow method) (promptflow.core.Flow method) is_builtin (promptflow.contracts.tool.Tool attribute) is_chat_flow() (promptflow.contracts.flow.Flow method) is_chat_history (promptflow.contracts.flow.FlowInputDefinition attribute) is_chat_input (promptflow.contracts.flow.FlowInputDefinition attribute) is_chat_output (promptflow.contracts.flow.FlowOutputDefinition attribute) is_connection_class_name() (promptflow.contracts.tool.ConnectionType static method) is_connection_value() (promptflow.contracts.tool.ConnectionType static method) is_custom_strong_type() (promptflow.contracts.tool.ConnectionType static method) is_flow_input() (promptflow.contracts.flow.FlowInputAssignment static method) is_llm_node() (promptflow.contracts.flow.Flow method) is_multi_select (promptflow.entities.InputSetting attribute) is_node_referenced_by() (promptflow.contracts.flow.Flow method) is_normal_node() (promptflow.contracts.flow.Flow method) is_property (promptflow.contracts.tool.OutputDefinition attribute) is_reduce_node() (promptflow.contracts.flow.Flow method) is_referenced_by_flow_output() (promptflow.contracts.flow.Flow method) is_referenced_by_other_node() (promptflow.contracts.flow.Flow method) is_secret() (promptflow.connections.CustomConnection method) is_terminated() (promptflow.contracts.run_info.Status static method) items (promptflow.tracing.contracts.iterator_proxy.AsyncIteratorProxy property) (promptflow.tracing.contracts.iterator_proxy.IteratorProxy property) IteratorProxy (class in promptflow.tracing.contracts.iterator_proxy) K KEY (promptflow.constants.ConnectionAuthMode attribute) L LANGCHAIN (promptflow.tracing.contracts.trace.TraceType attribute) LangChainEventType (class in promptflow.integrations.langchain) line_number (promptflow.storage.run_records.LineRunRecord attribute) (promptflow.storage.run_records.NodeRunRecord attribute) LineRunRecord (class in promptflow.storage.run_records) LIST (promptflow.contracts.tool.ValueType attribute) list() (promptflow.azure.operations.FlowOperations method) (promptflow.azure.operations.RunOperations method) (promptflow.connections.ConnectionProvider method) (promptflow.operations.ConnectionOperations method) (promptflow.operations.RunOperations method) LITERAL (promptflow.contracts.flow.InputValueType attribute) LLM (promptflow.contracts.tool.ToolType attribute) (promptflow.integrations.langchain.LangChainEventType attribute) (promptflow.tracing.contracts.trace.TraceType attribute) load() (promptflow.core.Prompty class method) load_and_exec_node() (promptflow.executor.flow_executor.FlowExecutor class method) load_env_variables() (promptflow.contracts.flow.Flow class method) load_flow() (in module promptflow.client) load_flow_run_info() (promptflow.storage.AbstractBatchRunStorage method) load_message_format_from_yaml() (promptflow.contracts.flow.Flow static method) load_node_run_info_for_line() (promptflow.storage.AbstractBatchRunStorage method) load_run() (in module promptflow.client) LOCAL (promptflow.rag.constants.IndexInputType attribute) LocalSource (class in promptflow.rag.config) log_metric() (in module promptflow.core) logs (promptflow.contracts.run_info.RunInfo attribute) M MEID_TOKEN (promptflow.constants.ConnectionAuthMode attribute) message (promptflow.exceptions.PromptflowException property) message_format (promptflow.contracts.flow.FlexFlow attribute) (promptflow.contracts.flow.Flow attribute) (promptflow.contracts.flow.PromptyFlow attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.exceptions.PromptflowException property) message_parameters (promptflow.exceptions.PromptflowException property) MeteorScoreEvaluator (class in promptflow.evals.evaluators) metrics (promptflow.batch.BatchResult attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) ml_client (promptflow.azure.PFClient property) model (promptflow.contracts.types.AssistantDefinition attribute) (promptflow.core.OpenAIModelConfiguration attribute) ModelConfiguration (class in promptflow.core) module promptflow.azure promptflow.azure.operations promptflow.batch promptflow.client promptflow.connections promptflow.constants promptflow.contracts promptflow.contracts.flow promptflow.contracts.multimedia promptflow.contracts.run_info promptflow.contracts.run_mode promptflow.contracts.tool promptflow.contracts.types promptflow.core promptflow.entities promptflow.evals promptflow.evals.evaluate promptflow.evals.evaluators promptflow.evals.synthetic promptflow.evals.synthetic.adversarial_scenario promptflow.evals.synthetic.adversarial_simulator promptflow.evals.synthetic.direct_attack_simulator promptflow.evals.synthetic.xpia_simulator promptflow.exceptions promptflow.executor promptflow.executor.flow_executor promptflow.executor.flow_validator promptflow.integrations promptflow.integrations.langchain promptflow.operations promptflow.rag promptflow.rag.config promptflow.rag.constants promptflow.storage promptflow.storage.run_records promptflow.tracing promptflow.tracing.contracts promptflow.tracing.contracts.context_manager_proxy promptflow.tracing.contracts.iterator_proxy promptflow.tracing.contracts.trace module (promptflow.contracts.flow.Node attribute) (promptflow.contracts.tool.Tool attribute) (promptflow.exceptions.PromptflowException property) monitor_adversarial_scenario() (in module promptflow.evals.synthetic.adversarial_simulator) (in module promptflow.evals.synthetic.direct_attack_simulator) (in module promptflow.evals.synthetic.xpia_simulator) N name (promptflow.contracts.flow.FlowBase attribute) (promptflow.contracts.flow.Node attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.tool.Tool attribute) (promptflow.storage.run_records.LineRunRecord attribute) (promptflow.tracing.contracts.trace.Trace attribute) Node (class in promptflow.contracts.flow) node (promptflow.contracts.flow.NodeVariant attribute) (promptflow.contracts.run_info.RunInfo attribute) NODE_EXECUTOR (promptflow.exceptions.ErrorTarget attribute) node_name (promptflow.storage.run_records.NodeRunRecord attribute) (promptflow.tracing.contracts.trace.Trace attribute) NODE_REFERENCE (promptflow.contracts.flow.InputValueType attribute) node_status (promptflow.batch.BatchResult attribute) node_variants (promptflow.contracts.flow.Flow attribute) NodeRunRecord (class in promptflow.storage.run_records) nodes (promptflow.contracts.flow.Flow attribute) NodeVariant (class in promptflow.contracts.flow) NodeVariants (class in promptflow.contracts.flow) NotStarted (promptflow.contracts.run_info.Status attribute) O OBJECT (promptflow.contracts.tool.ValueType attribute) on_agent_action() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_agent_finish() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_chain_end() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_chain_error() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_chain_start() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_llm_end() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_llm_error() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_llm_new_token() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_llm_start() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_text() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_tool_end() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_tool_error() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) on_tool_start() (promptflow.integrations.langchain.PromptFlowCallbackHandler method) OpenAIConnection (class in promptflow.connections) (class in promptflow.entities) OpenAIModelConfiguration (class in promptflow.core) organization (promptflow.connections.OpenAIConnection property) (promptflow.core.OpenAIModelConfiguration attribute) otel_trace_id (promptflow.contracts.run_info.FlowRunInfo attribute) output (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.tracing.contracts.trace.Trace attribute) OutputDefinition (class in promptflow.contracts.tool) outputs (promptflow.contracts.flow.FlowBase attribute) (promptflow.contracts.tool.Tool attribute) P Package (promptflow.contracts.flow.ToolSourceType attribute) PackageWithPrompt (promptflow.contracts.flow.ToolSourceType attribute) parent_id (promptflow.tracing.contracts.trace.Trace attribute) parent_run_id (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) parse() (promptflow.contracts.run_mode.RunMode class method) (promptflow.contracts.tool.ValueType method) path (promptflow.contracts.flow.ToolSource attribute) persist_cache_result() (promptflow.storage.AbstractCacheStorage method) persist_flow_run() (promptflow.storage.AbstractRunStorage method) persist_node_run() (promptflow.storage.AbstractRunStorage method) PFBytes (class in promptflow.contracts.multimedia) PFClient (class in promptflow.azure) (class in promptflow.client) prefix (promptflow.contracts.flow.FlowInputAssignment attribute) Preparing (promptflow.contracts.run_info.Status attribute) program_language (promptflow.contracts.flow.FlexFlow attribute) (promptflow.contracts.flow.Flow attribute) (promptflow.contracts.flow.PromptyFlow attribute) PROMPT (promptflow.contracts.tool.ToolType attribute) PROMPT_TEMPLATE (promptflow.contracts.tool.ValueType attribute) promptflow.azure module promptflow.azure.operations module promptflow.batch module promptflow.client module promptflow.connections module promptflow.constants module promptflow.contracts module promptflow.contracts.flow module promptflow.contracts.multimedia module promptflow.contracts.run_info module promptflow.contracts.run_mode module promptflow.contracts.tool module promptflow.contracts.types module promptflow.core module promptflow.entities module promptflow.evals module promptflow.evals.evaluate module promptflow.evals.evaluators module promptflow.evals.synthetic module promptflow.evals.synthetic.adversarial_scenario module promptflow.evals.synthetic.adversarial_simulator module promptflow.evals.synthetic.direct_attack_simulator module promptflow.evals.synthetic.xpia_simulator module promptflow.exceptions module promptflow.executor module promptflow.executor.flow_executor module promptflow.executor.flow_validator module promptflow.integrations module promptflow.integrations.langchain module promptflow.operations module promptflow.rag module promptflow.rag.config module promptflow.rag.constants module promptflow.storage module promptflow.storage.run_records module promptflow.tracing module promptflow.tracing.contracts module promptflow.tracing.contracts.context_manager_proxy module promptflow.tracing.contracts.iterator_proxy module promptflow.tracing.contracts.trace module PromptFlowCallbackHandler (class in promptflow.integrations.langchain) PromptflowException PromptTemplate (class in promptflow.contracts.types) Prompty (class in promptflow.core) PromptyFlow (class in promptflow.contracts.flow) properties (promptflow.entities.Run property) property (promptflow.contracts.flow.InputAssignment attribute) ProtectedMaterialEvaluator (class in promptflow.evals.evaluators) provider (promptflow.contracts.flow.Node attribute) PROVIDER_CONFIG_KEY (promptflow.connections.ConnectionProvider attribute) PYTHON (promptflow.contracts.tool.ToolType attribute) Q QAEvaluator (class in promptflow.evals.evaluators) QdrantConnection (class in promptflow.entities) R reference (promptflow.contracts.flow.FlowOutputDefinition attribute) reference_code (promptflow.exceptions.PromptflowException property) register_executor() (promptflow.batch.BatchEngine class method) RelevanceEvaluator (class in promptflow.evals.evaluators) render() (promptflow.core.Prompty method) request (promptflow.contracts.run_info.FlowRunInfo attribute) resolve_aggregated_flow_inputs_type() (promptflow.executor.flow_validator.FlowValidator static method) resolve_flow_inputs_type() (promptflow.executor.flow_validator.FlowValidator static method) resource_id (promptflow.connections.AzureOpenAIConnection property) restore() (promptflow.azure.operations.RunOperations method) (promptflow.operations.RunOperations method) result (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) RETRIEVAL (promptflow.tracing.contracts.trace.TraceType attribute) REVERSE_GENERATED_BY (promptflow.contracts.tool.ToolFuncCallScenario attribute) root_run_id (promptflow.contracts.run_info.FlowRunInfo attribute) ROUGE_1 (promptflow.evals.evaluators.RougeType attribute) ROUGE_2 (promptflow.evals.evaluators.RougeType attribute) ROUGE_3 (promptflow.evals.evaluators.RougeType attribute) ROUGE_4 (promptflow.evals.evaluators.RougeType attribute) ROUGE_5 (promptflow.evals.evaluators.RougeType attribute) ROUGE_L (promptflow.evals.evaluators.RougeType attribute) RougeScoreEvaluator (class in promptflow.evals.evaluators) RougeType (class in promptflow.evals.evaluators) Run (class in promptflow.entities) run() (promptflow.azure.PFClient method) (promptflow.batch.BatchEngine method) (promptflow.client.PFClient method) run_id (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) run_info (promptflow.storage.run_records.LineRunRecord attribute) (promptflow.storage.run_records.NodeRunRecord attribute) RUN_STORAGE (promptflow.exceptions.ErrorTarget attribute) RUN_TRACKER (promptflow.exceptions.ErrorTarget attribute) RunInfo (class in promptflow.contracts.run_info) RunMode (class in promptflow.contracts.run_mode) Running (promptflow.contracts.run_info.Status attribute) RunOperations (class in promptflow.azure.operations) (class in promptflow.operations) runs (promptflow.azure.PFClient property) (promptflow.client.PFClient property) RUNTIME (promptflow.exceptions.ErrorTarget attribute) S sample (promptflow.contracts.flow.FlexFlow attribute) save() (promptflow.operations.FlowOperations method) Secret (class in promptflow.contracts.types) SECRET (promptflow.contracts.tool.ValueType attribute) section (promptflow.contracts.flow.InputAssignment attribute) SelfHarmEvaluator (class in promptflow.evals.evaluators) serializable_message_parameters (promptflow.exceptions.PromptflowException property) serialize() (promptflow.contracts.flow.Flow method) (promptflow.contracts.flow.FlowInputDefinition method) (promptflow.contracts.flow.FlowOutputDefinition method) (promptflow.contracts.flow.FlowParamDefinitionBase method) (promptflow.contracts.flow.InputAssignment method) (promptflow.contracts.flow.Node method) (promptflow.contracts.multimedia.Image method) (promptflow.contracts.multimedia.Text method) (promptflow.contracts.tool.InputDefinition method) (promptflow.contracts.tool.OutputDefinition method) (promptflow.contracts.tool.Tool method) (promptflow.contracts.types.AssistantDefinition method) (promptflow.storage.run_records.LineRunRecord method) (promptflow.storage.run_records.NodeRunRecord method) serialize_conn() (promptflow.contracts.tool.ConnectionType static method) SerpConnection (class in promptflow.connections) (class in promptflow.entities) ServerlessConnection (class in promptflow.connections) SERVING_APP (promptflow.exceptions.ErrorTarget attribute) set_secret_name() (promptflow.contracts.types.Secret method) SexualEvaluator (class in promptflow.evals.evaluators) signal_handler() (in module promptflow.executor.flow_executor) SimilarityEvaluator (class in promptflow.evals.evaluators) SingleNode (promptflow.contracts.run_mode.RunMode attribute) source (promptflow.contracts.flow.Node attribute) (promptflow.contracts.tool.Tool attribute) source_run_id (promptflow.contracts.run_info.FlowRunInfo attribute) source_url (promptflow.contracts.multimedia.PFBytes property) stage (promptflow.contracts.tool.Tool attribute) start_time (promptflow.batch.BatchResult attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.storage.run_records.LineRunRecord attribute) (promptflow.storage.run_records.NodeRunRecord attribute) (promptflow.tracing.contracts.trace.Trace attribute) start_trace() (in module promptflow.tracing) Status (class in promptflow.contracts.run_info) status (promptflow.batch.BatchResult attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) (promptflow.entities.Run property) (promptflow.storage.run_records.LineRunRecord attribute) (promptflow.storage.run_records.NodeRunRecord attribute) stream() (promptflow.azure.operations.RunOperations method) (promptflow.azure.PFClient method) (promptflow.client.PFClient method) (promptflow.operations.RunOperations method) STRING (promptflow.contracts.tool.ValueType attribute) SYSTEM_ERROR (promptflow.exceptions.ErrorCategory attribute) system_metrics (promptflow.batch.BatchResult attribute) (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.contracts.run_info.RunInfo attribute) SystemErrorException T tags (promptflow.contracts.run_info.FlowRunInfo attribute) (promptflow.storage.run_records.LineRunRecord attribute) target (promptflow.exceptions.PromptflowException property) Test (promptflow.contracts.run_mode.RunMode attribute) test() (promptflow.client.PFClient method) (promptflow.operations.FlowOperations method) Text (class in promptflow.contracts.multimedia) ThreadPoolExecutorWithContext (class in promptflow.tracing) to_base64() (promptflow.contracts.multimedia.PFBytes method) to_flow_input_definition() (promptflow.contracts.tool.InputDefinition method) Tool (class in promptflow.contracts.tool) tool (promptflow.contracts.flow.Node attribute) (promptflow.contracts.flow.ToolSource attribute) TOOL (promptflow.exceptions.ErrorTarget attribute) (promptflow.integrations.langchain.LangChainEventType attribute) tool() (in module promptflow.core) ToolFuncCallScenario (class in promptflow.contracts.tool) ToolProvider (class in promptflow.core) tools (promptflow.client.PFClient property) (promptflow.contracts.flow.Flow attribute) (promptflow.contracts.types.AssistantDefinition attribute) ToolSource (class in promptflow.contracts.flow) ToolSourceType (class in promptflow.contracts.flow) ToolType (class in promptflow.contracts.tool) total_lines (promptflow.batch.BatchResult attribute) Trace (class in promptflow.tracing.contracts.trace) trace() (in module promptflow.tracing) traces (promptflow.client.PFClient property) TraceType (class in promptflow.tracing.contracts.trace) TYPE (promptflow.connections.AzureAIServicesConnection attribute) (promptflow.connections.AzureContentSafetyConnection attribute) (promptflow.connections.AzureOpenAIConnection attribute) (promptflow.connections.CognitiveSearchConnection attribute) (promptflow.connections.CustomConnection attribute) (promptflow.connections.FormRecognizerConnection attribute) (promptflow.connections.OpenAIConnection attribute) (promptflow.connections.SerpConnection attribute) (promptflow.connections.ServerlessConnection attribute) type (promptflow.contracts.flow.FlowInitDefinition attribute) (promptflow.contracts.flow.FlowOutputDefinition attribute) (promptflow.contracts.flow.FlowParamDefinitionBase attribute) (promptflow.contracts.flow.Node attribute) (promptflow.contracts.flow.ToolSource attribute) (promptflow.contracts.tool.InputDefinition attribute) (promptflow.contracts.tool.OutputDefinition attribute) (promptflow.contracts.tool.Tool attribute) (promptflow.tracing.contracts.trace.Trace attribute) U UNKNOWN (promptflow.exceptions.ErrorCategory attribute) (promptflow.exceptions.ErrorTarget attribute) update() (promptflow.azure.operations.RunOperations method) (promptflow.operations.RunOperations method) update_environment_variables_with_connections() (promptflow.executor.flow_executor.FlowExecutor static method) upload_metrics (promptflow.contracts.run_info.FlowRunInfo attribute) use_variants (promptflow.contracts.flow.Node attribute) USER_ERROR (promptflow.exceptions.ErrorCategory attribute) UserErrorException V validate() (promptflow.operations.FlowOperations method) ValidationException value (promptflow.contracts.flow.InputAssignment attribute) value_type (promptflow.contracts.flow.InputAssignment attribute) ValueType (class in promptflow.contracts.tool) variants (promptflow.contracts.flow.NodeVariants attribute) ViolenceEvaluator (class in promptflow.evals.evaluators) visualize() (promptflow.azure.operations.RunOperations method) (promptflow.azure.PFClient method) (promptflow.client.PFClient method) (promptflow.operations.RunOperations method)