# Document Loaders

> langchain_azure_ai → Document Loaders

## Classes

- [`FDPResourceService`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService)
- [`AIServicesService`](https://reference.langchain.com/python/langchain-azure-ai/_resources/AIServicesService)
- [`ModelInferenceService`](https://reference.langchain.com/python/langchain-azure-ai/_resources/ModelInferenceService)
- [`AzureAIEmbeddingsModel`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference/AzureAIEmbeddingsModel)
- [`AzureAIOpenAIApiEmbeddingsModel`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/AzureAIOpenAIApiEmbeddingsModel)
- [`AzureAIServicesToolkit`](https://reference.langchain.com/python/langchain-azure-ai/tools/AzureAIServicesToolkit)
- [`AzureAIProjectToolbox`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox)
- [`ImageGenerationInput`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/ImageGenerationInput)
- [`AzureOpenAIModelImageGenTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAIModelImageGenTool)
- [`SpeechToTextInput`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/SpeechToTextInput)
- [`AzureOpenAITranscriptionsTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAITranscriptionsTool)
- [`MemoryRetrieverInput`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/MemoryRetrieverInput)
- [`AzureAIMemoryRetrieverTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool)
- [`AzureLogicAppTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool)
- [`BuiltinTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/BuiltinTool)
- [`CodeInterpreterTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/CodeInterpreterTool)
- [`WebSearchTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/WebSearchTool)
- [`FileSearchTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/FileSearchTool)
- [`ImageGenerationTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/ImageGenerationTool)
- [`McpTool`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/McpTool)
- [`AzureAIContentUnderstandingLoader`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/content_understanding/AzureAIContentUnderstandingLoader)
- [`AzureAISearchRetriever`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever)
- [`AzureCognitiveSearchRetriever`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureCognitiveSearchRetriever)
- [`AzureAIMemoryRetriever`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever)
- [`DistanceStrategy`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/DistanceStrategy)
- [`AzureSearch`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch)
- [`AzureSearchVectorStoreRetriever`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever)
- [`AzureCosmosDBMongoVCoreSemanticCache`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache)
- [`BaseInstrumentor`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/BaseInstrumentor)
- [`AzureAIOpenTelemetryInstrumentor`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/AzureAIOpenTelemetryInstrumentor)
- [`Attrs`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs)
- [`AzureAIOpenTelemetryTracer`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/AzureAIOpenTelemetryTracer)
- [`AgentServiceFactory`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/AgentServiceFactory)
- [`AgentServiceBaseTool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/tools/AgentServiceBaseTool)
- [`PromptBasedAgentNode`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/PromptBasedAgentNode)
- [`AzureAIMemoryMiddleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/_azure_ai_memory/AzureAIMemoryMiddleware)
- [`ImageModerationInput`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_image/ImageModerationInput)
- [`AzureContentModerationForImagesMiddleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_image/AzureContentModerationForImagesMiddleware)
- [`PromptInjectionEvaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/PromptInjectionEvaluation)
- [`PromptShieldInput`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/PromptShieldInput)
- [`AzurePromptShieldMiddleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/AzurePromptShieldMiddleware)
- [`ContentSafetyViolationError`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyViolationError)
- [`ContentSafetyEvaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyEvaluation)
- [`ContentModerationEvaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentModerationEvaluation)
- [`ContentSafetyAnnotationPayload`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyAnnotationPayload)
- [`BlocklistEvaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/BlocklistEvaluation)
- [`TextModerationInput`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/TextModerationInput)
- [`AzureContentModerationMiddleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/AzureContentModerationMiddleware)
- [`GroundednessEvaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessEvaluation)
- [`GroundednessInput`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessInput)
- [`AzureGroundednessMiddleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/AzureGroundednessMiddleware)
- [`ProtectedMaterialEvaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_protected_material/ProtectedMaterialEvaluation)
- [`AzureProtectedMaterialMiddleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_protected_material/AzureProtectedMaterialMiddleware)
- [`HostingFeature`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature)
- [`InvocationStateStore`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invocation_store/InvocationStateStore)
- [`FileInvocationStateStore`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invocation_store/FileInvocationStateStore)
- [`FoundryInvocationStateStore`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invocation_store/FoundryInvocationStateStore)
- [`ResponsesHostServer`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/ResponsesHostServer)
- [`FoundryCheckpointSaver`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/FoundryCheckpointSaver)
- [`InvocationsHostServer`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/InvocationsHostServer)
- [`HostingRunnableConfig`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/hosting_runnable_config/HostingRunnableConfig)
- [`CheckpointRef`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/checkpoint_ref/CheckpointRef)
- [`TaskStorageManager`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/task_storage_manager/TaskStorageManager)
- [`ConversationChainStoreProtocol`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/conversation_chain_store/ConversationChainStoreProtocol)
- [`FoundryConversationChainStore`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/conversation_chain_store/FoundryConversationChainStore)
- [`UsageAccumulator`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_stream/UsageAccumulator)
- [`StreamConverter`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_stream/StreamConverter)
- [`AgentServiceAgentState`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/AgentServiceAgentState)
- [`ResponsesAgentNode`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/ResponsesAgentNode)
- [`AgentServiceBaseTool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/AgentServiceBaseTool)
- [`ImageGenTool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/ImageGenTool)
- [`CodeInterpreterTool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/CodeInterpreterTool)
- [`MCPTool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/MCPTool)
- [`AgentServiceFactory`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/AgentServiceFactory)
- [`AzureAIMemoryChatMessageHistory`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/azure_ai_memory/AzureAIMemoryChatMessageHistory)
- [`FoundryEvalResult`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult)
- [`FoundryEvaluator`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvaluator)
- [`FoundryEvaluatorSuite`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvaluatorSuite)
- [`AzureAIAnthropicChatModel`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic/AzureAIAnthropicChatModel)
- [`AzureAIChatCompletionsModel`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel)
- [`AzureAIOpenAIApiChatModel`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/AzureAIOpenAIApiChatModel)

## Functions

- [`add_user_agent_prefix()`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/add_user_agent_prefix)
- [`set_user_agent_prefix()`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/set_user_agent_prefix)
- [`is_hosted_environment()`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/is_hosted_environment)
- [`get_user_agent()`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/get_user_agent)
- [`with_user_agent()`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/with_user_agent)
- [`reset_for_testing()`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/reset_for_testing)
- [`maximal_marginal_relevance()`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/maximal_marginal_relevance)
- [`filter_complex_metadata()`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/filter_complex_metadata)
- [`unwrap()`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/unwrap)
- [`enable_auto_tracing()`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/enable_auto_tracing)
- [`disable_auto_tracing()`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/disable_auto_tracing)
- [`is_auto_tracing_enabled()`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/is_auto_tracing_enabled)
- [`external_tools_condition()`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/external_tools_condition)
- [`get_content_safety_annotations()`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/get_content_safety_annotations)
- [`print_content_safety_annotations()`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/print_content_safety_annotations)
- [`get_hosting_user_agent()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/get_hosting_user_agent)
- [`get_hosting_features()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/get_hosting_features)
- [`create_invocation_state_store()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invocation_store/create_invocation_state_store)
- [`main()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/run/main)
- [`state_to_events()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_final/state_to_events)
- [`detect_pending_interrupts()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/detect_pending_interrupts)
- [`track_pending_interrupts()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/track_pending_interrupts)
- [`interrupt_arguments_json()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/interrupt_arguments_json)
- [`interrupt_output_items()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/interrupt_output_items)
- [`hitl_call_ids()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/hitl_call_ids)
- [`parse_resume_command()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/parse_resume_command)
- [`detect_approval_rejection()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/detect_approval_rejection)
- [`emit_interrupts()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/emit_interrupts)
- [`stream_graph_to_events()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_stream/stream_graph_to_events)
- [`is_messages_state_schema()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_utils/is_messages_state_schema)
- [`extract_text()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_utils/extract_text)
- [`extract_reasoning_summary_fragments()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_utils/extract_reasoning_summary_fragments)
- [`last_ai_message_text()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_utils/last_ai_message_text)
- [`items_to_messages()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_request/items_to_messages)
- [`build_messages_input()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_request/build_messages_input)
- [`build_messages_input_from_text()`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_request/build_messages_input_from_text)
- [`external_tools_condition()`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/external_tools_condition)
- [`create_eval_optimize_subgraph()`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/helpers/create_eval_optimize_subgraph)
- [`create_analyst_subgraph()`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/helpers/create_analyst_subgraph)
- [`messages_to_foundry_format()`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/converter/messages_to_foundry_format)
- [`tool_schemas_to_foundry_format()`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/converter/tool_schemas_to_foundry_format)
- [`to_inference_message()`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/to_inference_message)
- [`from_inference_message()`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/from_inference_message)

## Modules

- [`langchain_azure_ai`](https://reference.langchain.com/python/langchain-azure-ai/langchain_azure_ai)
- [`embeddings`](https://reference.langchain.com/python/langchain-azure-ai/embeddings)
- [`inference`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference)
- [`openai`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/tools)
- [`logic_apps`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps)
- [`builtin`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin)
- [`document_loaders`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders)
- [`content_understanding`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/content_understanding)
- [`retrievers`](https://reference.langchain.com/python/langchain-azure-ai/retrievers)
- [`azure_ai_search`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search)
- [`azure_ai_memory_retriever`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever)
- [`vectorstores`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores)
- [`utils`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils)
- [`azuresearch`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch)
- [`azure_cosmos_db_mongo_vcore`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azure_cosmos_db_mongo_vcore)
- [`azure_cosmos_db_no_sql`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azure_cosmos_db_no_sql)
- [`cache`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache)
- [`callbacks`](https://reference.langchain.com/python/langchain-azure-ai/callbacks)
- [`tracers`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers)
- [`auto_instrument`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument)
- [`inference_tracing`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing)
- [`agents`](https://reference.langchain.com/python/langchain-azure-ai/agents)
- [`v1`](https://reference.langchain.com/python/langchain-azure-ai/agents/v1)
- [`prebuilt`](https://reference.langchain.com/python/langchain-azure-ai/agents/v1/prebuilt)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/agents/v1/prebuilt/tools)
- [`prebuilt`](https://reference.langchain.com/python/langchain-azure-ai/agents/prebuilt)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/agents/prebuilt/tools)
- [`agent_service`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service)
- [`prebuilt`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/tools)
- [`declarative`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative)
- [`middleware`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware)
- [`content_safety`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety)
- [`hosting`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting)
- [`run`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/run)
- [`hosting_runnable_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/hosting_runnable_config)
- [`checkpoint_ref`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/checkpoint_ref)
- [`task_storage_manager`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/task_storage_manager)
- [`conversation_chain_store`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/conversation_chain_store)
- [`base`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base)
- [`prebuilt`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools)
- [`factory`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory)
- [`chat_history`](https://reference.langchain.com/python/langchain-azure-ai/chat_history)
- [`cosmos_db`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/cosmos_db)
- [`azure_ai_memory`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/azure_ai_memory)
- [`evaluation`](https://reference.langchain.com/python/langchain-azure-ai/evaluation)
- [`foundry`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry)
- [`helpers`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/helpers)
- [`converter`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/converter)
- [`query_constructors`](https://reference.langchain.com/python/langchain-azure-ai/query_constructors)
- [`cosmosdb_no_sql`](https://reference.langchain.com/python/langchain-azure-ai/query_constructors/cosmosdb_no_sql)
- [`chat_models`](https://reference.langchain.com/python/langchain-azure-ai/chat_models)
- [`anthropic`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic)
- [`inference`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference)
- [`openai`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai)

## Types

- [`InvocationInput`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/InvocationInput)

## Constants

- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/_resources/logger)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService/model_config)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService/project_endpoint)
- [`endpoint`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService/endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService/credential)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService/api_version)
- [`client_kwargs`](https://reference.langchain.com/python/langchain-azure-ai/_resources/FDPResourceService/client_kwargs)
- [`service`](https://reference.langchain.com/python/langchain-azure-ai/_resources/AIServicesService/service)
- [`service`](https://reference.langchain.com/python/langchain-azure-ai/_resources/ModelInferenceService/service)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/logger)
- [`USER_AGENT_KEY`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/USER_AGENT_KEY)
- [`BASE_USER_AGENT`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/BASE_USER_AGENT)
- [`USER_AGENT_TELEMETRY_DISABLED_ENV_VAR`](https://reference.langchain.com/python/langchain-azure-ai/_user_agent/USER_AGENT_TELEMETRY_DISABLED_ENV_VAR)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference/logger)
- [`model_name`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference/AzureAIEmbeddingsModel/model_name)
- [`embed_batch_size`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference/AzureAIEmbeddingsModel/embed_batch_size)
- [`dimensions`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference/AzureAIEmbeddingsModel/dimensions)
- [`model_kwargs`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/inference/AzureAIEmbeddingsModel/model_kwargs)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/logger)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/AzureAIOpenAIApiEmbeddingsModel/model_config)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/AzureAIOpenAIApiEmbeddingsModel/project_endpoint)
- [`endpoint`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/AzureAIOpenAIApiEmbeddingsModel/endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/AzureAIOpenAIApiEmbeddingsModel/credential)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/embeddings/openai/AzureAIOpenAIApiEmbeddingsModel/api_version)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/logger)
- [`wrapped_tool`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/_ToolboxToolErrorWrapper/wrapped_tool)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/project_endpoint)
- [`toolbox_name`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/toolbox_name)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/api_version)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/credential)
- [`extra_headers`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/extra_headers)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/model_config)
- [`toolbox_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/tools/_toolbox/AzureAIProjectToolbox/toolbox_endpoint)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/logger)
- [`prompt`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/ImageGenerationInput/prompt)
- [`n`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/ImageGenerationInput/n)
- [`size`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/ImageGenerationInput/size)
- [`quality`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/ImageGenerationInput/quality)
- [`style`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/ImageGenerationInput/style)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAIModelImageGenTool/name)
- [`description`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAIModelImageGenTool/description)
- [`args_schema`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAIModelImageGenTool/args_schema)
- [`model`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAIModelImageGenTool/model)
- [`output_directory`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAIModelImageGenTool/output_directory)
- [`audio_path`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/SpeechToTextInput/audio_path)
- [`language`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/SpeechToTextInput/language)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAITranscriptionsTool/name)
- [`description`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAITranscriptionsTool/description)
- [`args_schema`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAITranscriptionsTool/args_schema)
- [`model`](https://reference.langchain.com/python/langchain-azure-ai/tools/_openai_tools/AzureOpenAITranscriptionsTool/model)
- [`query`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/MemoryRetrieverInput/query)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/name)
- [`description`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/description)
- [`args_schema`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/args_schema)
- [`store_name`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/store_name)
- [`scope`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/scope)
- [`k`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/k)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/project_endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/credential)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/tools/_azure_ai_memory/AzureAIMemoryRetrieverTool/model_config)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/name)
- [`description`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/description)
- [`subscription_id`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/subscription_id)
- [`resource_group`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/resource_group)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/credential)
- [`logic_app_name`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/logic_app_name)
- [`trigger_name`](https://reference.langchain.com/python/langchain-azure-ai/tools/logic_apps/AzureLogicAppTool/trigger_name)
- [`request_headers`](https://reference.langchain.com/python/langchain-azure-ai/tools/builtin/_tools/BuiltinTool/request_headers)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/content_understanding/logger)
- [`OutputMode`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/content_understanding/OutputMode)
- [`MIME_ALIASES`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/_constants/MIME_ALIASES)
- [`MEDIA_TYPE_ANALYZER_MAP`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/_constants/MEDIA_TYPE_ANALYZER_MAP)
- [`DEFAULT_ANALYZER`](https://reference.langchain.com/python/langchain-azure-ai/document_loaders/_constants/DEFAULT_ANALYZER)
- [`DEFAULT_URL_SUFFIX`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/DEFAULT_URL_SUFFIX)
- [`service_name`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/service_name)
- [`index_name`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/index_name)
- [`api_key`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/api_key)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/api_version)
- [`aiosession`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/aiosession)
- [`azure_ad_token`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/azure_ad_token)
- [`content_key`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/content_key)
- [`top_k`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/top_k)
- [`filter`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/filter)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_search/AzureAISearchRetriever/model_config)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/logger)
- [`store_name`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/store_name)
- [`scope`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/scope)
- [`session_id`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/session_id)
- [`k`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/k)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/project_endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/credential)
- [`history_ref`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/history_ref)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/retrievers/azure_ai_memory_retriever/AzureAIMemoryRetriever/model_config)
- [`EUCLIDEAN_DISTANCE`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/DistanceStrategy/EUCLIDEAN_DISTANCE)
- [`MAX_INNER_PRODUCT`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/DistanceStrategy/MAX_INNER_PRODUCT)
- [`DOT_PRODUCT`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/DistanceStrategy/DOT_PRODUCT)
- [`JACCARD`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/DistanceStrategy/JACCARD)
- [`COSINE`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/utils/DistanceStrategy/COSINE)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/logger)
- [`FIELDS_ID`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/FIELDS_ID)
- [`FIELDS_CONTENT`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/FIELDS_CONTENT)
- [`FIELDS_CONTENT_VECTOR`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/FIELDS_CONTENT_VECTOR)
- [`FIELDS_METADATA`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/FIELDS_METADATA)
- [`MAX_UPLOAD_BATCH_SIZE`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/MAX_UPLOAD_BATCH_SIZE)
- [`client`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/client)
- [`async_client`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/async_client)
- [`embedding_function`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/embedding_function)
- [`embed_query`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/embed_query)
- [`search_type`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/search_type)
- [`semantic_configuration_name`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/semantic_configuration_name)
- [`fields`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/fields)
- [`embeddings`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearch/embeddings)
- [`vectorstore`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever/vectorstore)
- [`search_type`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever/search_type)
- [`k`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever/k)
- [`search_kwargs`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever/search_kwargs)
- [`allowed_search_types`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever/allowed_search_types)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/azuresearch/AzureSearchVectorStoreRetriever/model_config)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/logger)
- [`DEFAULT_DATABASE_NAME`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/DEFAULT_DATABASE_NAME)
- [`DEFAULT_COLLECTION_NAME`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/DEFAULT_COLLECTION_NAME)
- [`cosmosdb_connection_string`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/cosmosdb_connection_string)
- [`cosmosdb_client`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/cosmosdb_client)
- [`embedding`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/embedding)
- [`database_name`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/database_name)
- [`collection_name`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/collection_name)
- [`num_lists`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/num_lists)
- [`dimensions`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/dimensions)
- [`similarity`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/similarity)
- [`kind`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/kind)
- [`m`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/m)
- [`ef_construction`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/ef_construction)
- [`max_degree`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/max_degree)
- [`l_build`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/l_build)
- [`l_search`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/l_search)
- [`ef_search`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/ef_search)
- [`score_threshold`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/score_threshold)
- [`application_name`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/application_name)
- [`compression`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/compression)
- [`pq_compressed_dims`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/pq_compressed_dims)
- [`pq_sample_size`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/pq_sample_size)
- [`oversampling`](https://reference.langchain.com/python/langchain-azure-ai/vectorstores/cache/AzureCosmosDBMongoVCoreSemanticCache/oversampling)
- [`GEN_AI_MESSAGE_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_MESSAGE_ID)
- [`GEN_AI_MESSAGE_STATUS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_MESSAGE_STATUS)
- [`GEN_AI_THREAD_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_THREAD_ID)
- [`GEN_AI_THREAD_RUN_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_THREAD_RUN_ID)
- [`GEN_AI_AGENT_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_AGENT_ID)
- [`GEN_AI_AGENT_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_AGENT_NAME)
- [`GEN_AI_AGENT_DESCRIPTION`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_AGENT_DESCRIPTION)
- [`GEN_AI_OPERATION_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_OPERATION_NAME)
- [`GEN_AI_THREAD_RUN_STATUS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_THREAD_RUN_STATUS)
- [`GEN_AI_REQUEST_MODEL`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_REQUEST_MODEL)
- [`GEN_AI_REQUEST_TEMPERATURE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_REQUEST_TEMPERATURE)
- [`GEN_AI_REQUEST_TOP_P`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_REQUEST_TOP_P)
- [`GEN_AI_REQUEST_MAX_INPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_REQUEST_MAX_INPUT_TOKENS)
- [`GEN_AI_REQUEST_MAX_OUTPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_REQUEST_MAX_OUTPUT_TOKENS)
- [`GEN_AI_RESPONSE_MODEL`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_RESPONSE_MODEL)
- [`GEN_AI_SYSTEM`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_SYSTEM)
- [`SERVER_ADDRESS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/SERVER_ADDRESS)
- [`AZ_AI_AGENT_SYSTEM`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/AZ_AI_AGENT_SYSTEM)
- [`GEN_AI_TOOL_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TOOL_NAME)
- [`GEN_AI_TOOL_CALL_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TOOL_CALL_ID)
- [`GEN_AI_REQUEST_RESPONSE_FORMAT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_REQUEST_RESPONSE_FORMAT)
- [`GEN_AI_USAGE_INPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_USAGE_INPUT_TOKENS)
- [`GEN_AI_USAGE_OUTPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_USAGE_OUTPUT_TOKENS)
- [`GEN_AI_USAGE_TOTAL_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_USAGE_TOTAL_TOKENS)
- [`GEN_AI_SYSTEM_MESSAGE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_SYSTEM_MESSAGE)
- [`GEN_AI_EVENT_CONTENT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_EVENT_CONTENT)
- [`ERROR_TYPE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/ERROR_TYPE)
- [`INPUTS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/INPUTS)
- [`OUTPUTS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/OUTPUTS)
- [`TAGS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/TAGS)
- [`GEN_AI_GENERATED_MESSAGE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_GENERATED_MESSAGE)
- [`GEN_AI_TASK_DESCRIPTION`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TASK_DESCRIPTION)
- [`GEN_AI_TASK_CONSTRAINTS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TASK_CONSTRAINTS)
- [`GEN_AI_TASK_STATUS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TASK_STATUS)
- [`GEN_AI_TASK_EXPECTED_TOOL_USAGE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TASK_EXPECTED_TOOL_USAGE)
- [`GEN_AI_TASK_ASSIGNED_AGENTS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TASK_ASSIGNED_AGENTS)
- [`GEN_AI_TOOL_INPUT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TOOL_INPUT)
- [`GEN_AI_TOOL_OUTPUT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_TOOL_OUTPUT)
- [`GEN_AI_RESPONSE_TEXT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/_semantic_conventions_gen_ai/GEN_AI_RESPONSE_TEXT)
- [`LOGGER`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/auto_instrument/LOGGER)
- [`LOGGER`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/LOGGER)
- [`PROVIDER_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/PROVIDER_NAME)
- [`OPERATION_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/OPERATION_NAME)
- [`REQUEST_MODEL`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_MODEL)
- [`REQUEST_MAX_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_MAX_TOKENS)
- [`REQUEST_TEMPERATURE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_TEMPERATURE)
- [`REQUEST_TOP_P`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_TOP_P)
- [`REQUEST_TOP_K`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_TOP_K)
- [`REQUEST_STOP`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_STOP)
- [`REQUEST_FREQ_PENALTY`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_FREQ_PENALTY)
- [`REQUEST_PRES_PENALTY`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_PRES_PENALTY)
- [`REQUEST_CHOICE_COUNT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_CHOICE_COUNT)
- [`REQUEST_SEED`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_SEED)
- [`REQUEST_ENCODING_FORMATS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_ENCODING_FORMATS)
- [`RESPONSE_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/RESPONSE_ID)
- [`RESPONSE_MODEL`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/RESPONSE_MODEL)
- [`RESPONSE_FINISH_REASONS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/RESPONSE_FINISH_REASONS)
- [`USAGE_INPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/USAGE_INPUT_TOKENS)
- [`USAGE_OUTPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/USAGE_OUTPUT_TOKENS)
- [`TOKEN_TYPE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOKEN_TYPE)
- [`INPUT_MESSAGES`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/INPUT_MESSAGES)
- [`OUTPUT_MESSAGES`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/OUTPUT_MESSAGES)
- [`SYSTEM_INSTRUCTIONS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/SYSTEM_INSTRUCTIONS)
- [`OUTPUT_TYPE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/OUTPUT_TYPE)
- [`TOOL_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_NAME)
- [`TOOL_TYPE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_TYPE)
- [`TOOL_DESCRIPTION`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_DESCRIPTION)
- [`TOOL_DEFINITIONS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_DEFINITIONS)
- [`TOOL_CALL_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_CALL_ID)
- [`TOOL_CALL_ARGUMENTS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_CALL_ARGUMENTS)
- [`TOOL_CALL_RESULT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/TOOL_CALL_RESULT)
- [`DATA_SOURCE_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/DATA_SOURCE_ID)
- [`AGENT_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/AGENT_ID)
- [`AGENT_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/AGENT_NAME)
- [`AGENT_DESCRIPTION`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/AGENT_DESCRIPTION)
- [`CONVERSATION_ID`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/CONVERSATION_ID)
- [`REQUEST_MAX_INPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_MAX_INPUT_TOKENS)
- [`REQUEST_MAX_OUTPUT_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/REQUEST_MAX_OUTPUT_TOKENS)
- [`USAGE_TOTAL_TOKENS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/USAGE_TOTAL_TOKENS)
- [`SERVER_ADDRESS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/SERVER_ADDRESS)
- [`SERVER_PORT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/SERVER_PORT)
- [`ERROR_TYPE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/ERROR_TYPE)
- [`RETRIEVER_RESULTS`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/RETRIEVER_RESULTS)
- [`RETRIEVER_QUERY`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/RETRIEVER_QUERY)
- [`EVALUATION_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/EVALUATION_NAME)
- [`EVALUATION_SCORE_VALUE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/EVALUATION_SCORE_VALUE)
- [`EVALUATION_SCORE_LABEL`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/EVALUATION_SCORE_LABEL)
- [`EVALUATION_EXPLANATION`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/EVALUATION_EXPLANATION)
- [`EVALUATION_RESULT_EVENT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/EVALUATION_RESULT_EVENT)
- [`AGENT_STATE`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/AGENT_STATE)
- [`AZURE_MONITOR_CUSTOM_EVENT_NAME`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/AZURE_MONITOR_CUSTOM_EVENT_NAME)
- [`OPENAI_REQUEST_SERVICE_TIER`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/OPENAI_REQUEST_SERVICE_TIER)
- [`OPENAI_RESPONSE_SERVICE_TIER`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/OPENAI_RESPONSE_SERVICE_TIER)
- [`OPENAI_RESPONSE_SYSTEM_FINGERPRINT`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/Attrs/OPENAI_RESPONSE_SYSTEM_FINGERPRINT)
- [`run_id`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/_SpanRecord/run_id)
- [`span`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/_SpanRecord/span)
- [`operation`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/_SpanRecord/operation)
- [`parent_run_id`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/_SpanRecord/parent_run_id)
- [`attributes`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/_SpanRecord/attributes)
- [`stash`](https://reference.langchain.com/python/langchain-azure-ai/callbacks/tracers/inference_tracing/_SpanRecord/stash)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/logger)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/AgentServiceFactory/model_config)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/AgentServiceFactory/project_endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/AgentServiceFactory/credential)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/AgentServiceFactory/api_version)
- [`client_kwargs`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/agent_service/AgentServiceFactory/client_kwargs)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/tools/AgentServiceBaseTool/model_config)
- [`tool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/tools/AgentServiceBaseTool/tool)
- [`definitions`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/tools/_OpenAIFunctionTool/definitions)
- [`resources`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/tools/_OpenAIFunctionTool/resources)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/logger)
- [`client`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/_PromptBasedAgentModel/client)
- [`agent`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/_PromptBasedAgentModel/agent)
- [`run`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/_PromptBasedAgentModel/run)
- [`pending_run_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/_PromptBasedAgentModel/pending_run_id)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/PromptBasedAgentNode/name)
- [`agent_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v1/prebuilt/declarative/PromptBasedAgentNode/agent_id)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/_azure_ai_memory/logger)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/_azure_ai_memory/AzureAIMemoryMiddleware/name)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/_azure_ai_memory/AzureAIMemoryMiddleware/tools)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/_azure_ai_memory/AzureAIMemoryMiddleware/project_endpoint)
- [`images`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_image/ImageModerationInput/images)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_image/logger)
- [`source`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/PromptInjectionEvaluation/source)
- [`detected`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/PromptInjectionEvaluation/detected)
- [`user_prompt`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/PromptShieldInput/user_prompt)
- [`documents`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/PromptShieldInput/documents)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_prompt_shield/logger)
- [`violations`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyViolationError/violations)
- [`category`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyEvaluation/category)
- [`severity`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentModerationEvaluation/severity)
- [`provider`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyAnnotationPayload/provider)
- [`detection_type`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyAnnotationPayload/detection_type)
- [`violations`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/ContentSafetyAnnotationPayload/violations)
- [`content_safety_violations`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_ContentSafetyState/content_safety_violations)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/logger)
- [`state_schema`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_AzureContentSafetyBaseMiddleware/state_schema)
- [`tools`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_AzureContentSafetyBaseMiddleware/tools)
- [`exit_behavior`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_AzureContentSafetyBaseMiddleware/exit_behavior)
- [`apply_to_input`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_AzureContentSafetyBaseMiddleware/apply_to_input)
- [`apply_to_output`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_AzureContentSafetyBaseMiddleware/apply_to_output)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_base/_AzureContentSafetyBaseMiddleware/name)
- [`blocklist_name`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/BlocklistEvaluation/blocklist_name)
- [`text`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/BlocklistEvaluation/text)
- [`text`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/TextModerationInput/text)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_text/logger)
- [`category`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessEvaluation/category)
- [`is_grounded`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessEvaluation/is_grounded)
- [`ungrounded_percentage`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessEvaluation/ungrounded_percentage)
- [`details`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessEvaluation/details)
- [`answer`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessInput/answer)
- [`sources`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessInput/sources)
- [`question`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/GroundednessInput/question)
- [`groundedness_evaluation`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/_GroundednessState/groundedness_evaluation)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/logger)
- [`state_schema`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_groundedness/AzureGroundednessMiddleware/state_schema)
- [`detected`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_protected_material/ProtectedMaterialEvaluation/detected)
- [`code_citations`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_protected_material/ProtectedMaterialEvaluation/code_citations)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_protected_material/logger)
- [`type`](https://reference.langchain.com/python/langchain-azure-ai/agents/middleware/content_safety/_protected_material/AzureProtectedMaterialMiddleware/type)
- [`HOSTING_USER_AGENT`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HOSTING_USER_AGENT)
- [`NONE`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/NONE)
- [`RESPONSES`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/RESPONSES)
- [`INVOCATIONS`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/INVOCATIONS)
- [`HITL`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/HITL)
- [`FOUNDRY_CHECKPOINT`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/FOUNDRY_CHECKPOINT)
- [`RESILIENT_BACKGROUND`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/RESILIENT_BACKGROUND)
- [`STEERABLE_CONVERSATIONS`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/HostingFeature/STEERABLE_CONVERSATIONS)
- [`INVOCATION_STATE_RETENTION_SECONDS`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invocation_store/INVOCATION_STATE_RETENTION_SECONDS)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/logger)
- [`StreamMode`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/StreamMode)
- [`ResolvedConversationManagementMode`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/ResolvedConversationManagementMode)
- [`METADATA_STEERABLE_CONVERSATION`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/METADATA_STEERABLE_CONVERSATION)
- [`app`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/ResponsesHostServer/app)
- [`graph`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses_host/ResponsesHostServer/graph)
- [`DEFAULT_STORE_NAME_PREFIX`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/DEFAULT_STORE_NAME_PREFIX)
- [`DEFAULT_ITEM_TTL_SECONDS`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/DEFAULT_ITEM_TTL_SECONDS)
- [`type`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_SerializedValue/type)
- [`data`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_SerializedValue/data)
- [`checkpoint_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointItemValue/checkpoint_id)
- [`checkpoint_ns`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointItemValue/checkpoint_ns)
- [`checkpoint`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointItemValue/checkpoint)
- [`metadata`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointItemValue/metadata)
- [`parent_checkpoint_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointItemValue/parent_checkpoint_id)
- [`checkpoint_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/checkpoint_id)
- [`checkpoint_ns`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/checkpoint_ns)
- [`task_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/task_id)
- [`task_path`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/task_path)
- [`index`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/index)
- [`channel`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/channel)
- [`value`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemValue/value)
- [`kind`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointTags/kind)
- [`source`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointTags/source)
- [`step`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointTags/step)
- [`ns`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointItemTags/ns)
- [`ns`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_CheckpointQueryTags/ns)
- [`kind`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemTags/kind)
- [`ns`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemTags/ns)
- [`ckpt`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_foundry_checkpoint_saver/_PendingWriteItemTags/ckpt)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/logger)
- [`GraphInputT`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/GraphInputT)
- [`GraphOutputT`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/GraphOutputT)
- [`InvocationOutputParser`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/InvocationOutputParser)
- [`code`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/_HITLRequestError/code)
- [`app`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/InvocationsHostServer/app)
- [`graph`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_invoke_host/InvocationsHostServer/graph)
- [`runnable_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/hosting_runnable_config/HostingRunnableConfig/runnable_config)
- [`checkpoint_ref`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/hosting_runnable_config/HostingRunnableConfig/checkpoint_ref)
- [`CONVERSATION_CHECKPOINT_KEY`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/checkpoint_ref/CONVERSATION_CHECKPOINT_KEY)
- [`thread_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/checkpoint_ref/CheckpointRef/thread_id)
- [`checkpoint_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/checkpoint_ref/CheckpointRef/checkpoint_id)
- [`METADATA_LANGGRAPH_CHECKPOINT_ID`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/task_storage_manager/METADATA_LANGGRAPH_CHECKPOINT_ID)
- [`METADATA_LANGGRAPH_THREAD_ID`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/task_storage_manager/METADATA_LANGGRAPH_THREAD_ID)
- [`checkpoint_ref`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/task_storage_manager/TaskStorageManager/checkpoint_ref)
- [`CONVERSATION_CHAIN_STORE_PREFIX`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_responses/conversation_chain_store/CONVERSATION_CHAIN_STORE_PREFIX)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/logger)
- [`HITL_FUNCTION_NAME`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/HITL_FUNCTION_NAME)
- [`HITL_MCP_SERVER_LABEL`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_hitl/HITL_MCP_SERVER_LABEL)
- [`response_usage`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_stream/UsageAccumulator/response_usage)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/hosting/_converters/_request/logger)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/logger)
- [`MCP_APPROVAL_REQUEST_TOOL_NAME`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/MCP_APPROVAL_REQUEST_TOOL_NAME)
- [`azure_ai_agents_conversation_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/AgentServiceAgentState/azure_ai_agents_conversation_id)
- [`azure_ai_agents_previous_response_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/AgentServiceAgentState/azure_ai_agents_previous_response_id)
- [`azure_ai_agents_pending_type`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/AgentServiceAgentState/azure_ai_agents_pending_type)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/model_config)
- [`openai_client`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/openai_client)
- [`agent_name`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/agent_name)
- [`model_name`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/model_name)
- [`input_items`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/input_items)
- [`conversation_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/conversation_id)
- [`previous_response_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/previous_response_id)
- [`extra_body_additions`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/extra_body_additions)
- [`extra_headers`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/extra_headers)
- [`response_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/response_id)
- [`pending_function_calls`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/pending_function_calls)
- [`pending_mcp_approvals`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/_AzureAIAgentApiProxyModel/pending_mcp_approvals)
- [`name`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/ResponsesAgentNode/name)
- [`agent_id`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/base/ResponsesAgentNode/agent_id)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/AgentServiceBaseTool/model_config)
- [`tool`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/AgentServiceBaseTool/tool)
- [`extra_headers`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/AgentServiceBaseTool/extra_headers)
- [`requires_approval`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/tools/AgentServiceBaseTool/requires_approval)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/logger)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/AgentServiceFactory/model_config)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/AgentServiceFactory/project_endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/AgentServiceFactory/credential)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/AgentServiceFactory/api_version)
- [`client_kwargs`](https://reference.langchain.com/python/langchain-azure-ai/agents/_v2/prebuilt/factory/AgentServiceFactory/client_kwargs)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/azure_ai_memory/logger)
- [`messages`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/azure_ai_memory/AzureAIMemoryChatMessageHistory/messages)
- [`store_name`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/azure_ai_memory/AzureAIMemoryChatMessageHistory/store_name)
- [`scope`](https://reference.langchain.com/python/langchain-azure-ai/chat_history/azure_ai_memory/AzureAIMemoryChatMessageHistory/scope)
- [`LOGGER`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/LOGGER)
- [`evaluator_name`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult/evaluator_name)
- [`passed`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult/passed)
- [`score`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult/score)
- [`label`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult/label)
- [`explanation`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult/explanation)
- [`raw_output`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvalResult/raw_output)
- [`all_passed`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/foundry/FoundryEvaluatorSuite/all_passed)
- [`LOGGER`](https://reference.langchain.com/python/langchain-azure-ai/evaluation/helpers/LOGGER)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic/logger)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic/AzureAIAnthropicChatModel/model_config)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic/AzureAIAnthropicChatModel/project_endpoint)
- [`endpoint`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic/AzureAIAnthropicChatModel/endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/anthropic/AzureAIAnthropicChatModel/credential)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/logger)
- [`model_name`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/model_name)
- [`max_tokens`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/max_tokens)
- [`temperature`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/temperature)
- [`top_p`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/top_p)
- [`presence_penalty`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/presence_penalty)
- [`frequency_penalty`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/frequency_penalty)
- [`stop`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/stop)
- [`seed`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/seed)
- [`model_kwargs`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/inference/AzureAIChatCompletionsModel/model_kwargs)
- [`logger`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/logger)
- [`model_config`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/AzureAIOpenAIApiChatModel/model_config)
- [`project_endpoint`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/AzureAIOpenAIApiChatModel/project_endpoint)
- [`endpoint`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/AzureAIOpenAIApiChatModel/endpoint)
- [`credential`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/AzureAIOpenAIApiChatModel/credential)
- [`api_version`](https://reference.langchain.com/python/langchain-azure-ai/chat_models/openai/AzureAIOpenAIApiChatModel/api_version)