Class OpenInference

OpenInference class containing attribute constants for OpenTelemetry OpenInference. These attribute names are defined as per the OpenInference specification:

See

https://github.com/Arize-ai/openinference/blob/main/spec/semantic_conventions.md

Constructors

constructor

Properties

ATTR_DOCUMENT_CONTENT ATTR_DOCUMENT_ID ATTR_DOCUMENT_METADATA ATTR_DOCUMENT_SCORE ATTR_EMBEDDING_EMBEDDINGS ATTR_EMBEDDING_MODEL_NAME ATTR_EMBEDDING_TEXT ATTR_EMBEDDING_VECTOR ATTR_EXCEPTION_ESCAPED ATTR_EXCEPTION_MESSAGE ATTR_EXCEPTION_STACKTRACE ATTR_EXCEPTION_TYPE ATTR_IMAGE_URL ATTR_INPUT_MIME_TYPE ATTR_INPUT_VALUE ATTR_LLM_FUNCTION_CALL ATTR_LLM_INPUT_MESSAGES ATTR_LLM_INVOCATION_PARAMETERS ATTR_LLM_MODEL_NAME ATTR_LLM_OUTPUT_MESSAGES ATTR_LLM_PROMPT_TEMPLATE_TEMPLATE ATTR_LLM_PROMPT_TEMPLATE_VARIABLES ATTR_LLM_PROMPT_TEMPLATE_VERSION ATTR_LLM_TOKEN_COUNT_COMPLETION ATTR_LLM_TOKEN_COUNT_PROMPT ATTR_LLM_TOKEN_COUNT_TOTAL ATTR_LLM_TOOLS ATTR_MESSAGE_CONTENT ATTR_MESSAGE_CONTENT_IMAGE ATTR_MESSAGE_CONTENT_TEXT ATTR_MESSAGE_CONTENT_TYPE ATTR_MESSAGE_CONTENTS ATTR_MESSAGE_FUNCTION_CALL_ARGUMENTS_JSON ATTR_MESSAGE_FUNCTION_CALL_NAME ATTR_MESSAGE_ROLE ATTR_MESSAGE_TOOL_CALLS ATTR_METADATA ATTR_OUTPUT_MIME_TYPE ATTR_OUTPUT_VALUE ATTR_RERANKER_INPUT_DOCUMENTS ATTR_RERANKER_MODEL_NAME ATTR_RERANKER_OUTPUT_DOCUMENTS ATTR_RERANKER_QUERY ATTR_RERANKER_TOP_K ATTR_RETRIEVAL_DOCUMENTS ATTR_SESSION_ID ATTR_SPAN_KIND ATTR_TAG_TAGS ATTR_TOOL_CALL_FUNCTION_ARGUMENTS ATTR_TOOL_CALL_FUNCTION_NAME ATTR_TOOL_DESCRIPTION ATTR_TOOL_JSON_SCHEMA ATTR_TOOL_NAME ATTR_TOOL_PARAMETERS ATTR_USER_ID

Constructors

constructor

Properties

Static ReadonlyATTR_DOCUMENT_CONTENT

ATTR_DOCUMENT_CONTENT: "document.content" = 'document.content'

Static ReadonlyATTR_DOCUMENT_ID

ATTR_DOCUMENT_ID: "document.id" = 'document.id'

Static ReadonlyATTR_DOCUMENT_METADATA

ATTR_DOCUMENT_METADATA: "document.metadata" = 'document.metadata'

Static ReadonlyATTR_DOCUMENT_SCORE

ATTR_DOCUMENT_SCORE: "document.score" = 'document.score'

Static ReadonlyATTR_EMBEDDING_EMBEDDINGS

ATTR_EMBEDDING_EMBEDDINGS: "embedding.embeddings" = 'embedding.embeddings'

Static ReadonlyATTR_EMBEDDING_MODEL_NAME

ATTR_EMBEDDING_MODEL_NAME: "embedding.model_name" = 'embedding.model_name'

Static ReadonlyATTR_EMBEDDING_TEXT

ATTR_EMBEDDING_TEXT: "embedding.text" = 'embedding.text'

Static ReadonlyATTR_EMBEDDING_VECTOR

ATTR_EMBEDDING_VECTOR: "embedding.vector" = 'embedding.vector'

Static ReadonlyATTR_EXCEPTION_ESCAPED

ATTR_EXCEPTION_ESCAPED: "exception.escaped" = 'exception.escaped'

Static ReadonlyATTR_EXCEPTION_MESSAGE

ATTR_EXCEPTION_MESSAGE: "exception.message" = 'exception.message'

Static ReadonlyATTR_EXCEPTION_STACKTRACE

ATTR_EXCEPTION_STACKTRACE: "exception.stacktrace" = 'exception.stacktrace'

Static ReadonlyATTR_EXCEPTION_TYPE

ATTR_EXCEPTION_TYPE: "exception.type" = 'exception.type'

Static ReadonlyATTR_IMAGE_URL

ATTR_IMAGE_URL: "image.url" = 'image.url'

Static ReadonlyATTR_INPUT_MIME_TYPE

ATTR_INPUT_MIME_TYPE: "input.mime_type" = 'input.mime_type'

Static ReadonlyATTR_INPUT_VALUE

ATTR_INPUT_VALUE: "input.value" = 'input.value'

Static ReadonlyATTR_LLM_FUNCTION_CALL

ATTR_LLM_FUNCTION_CALL: "llm.function_call" = 'llm.function_call'

Static ReadonlyATTR_LLM_INPUT_MESSAGES

ATTR_LLM_INPUT_MESSAGES: "llm.input_messages" = 'llm.input_messages'

Static ReadonlyATTR_LLM_INVOCATION_PARAMETERS

ATTR_LLM_INVOCATION_PARAMETERS: "llm.invocation_parameters" = 'llm.invocation_parameters'

Static ReadonlyATTR_LLM_MODEL_NAME

ATTR_LLM_MODEL_NAME: "llm.model_name" = 'llm.model_name'

Static ReadonlyATTR_LLM_OUTPUT_MESSAGES

ATTR_LLM_OUTPUT_MESSAGES: "llm.output_messages" = 'llm.output_messages'

Static ReadonlyATTR_LLM_PROMPT_TEMPLATE_TEMPLATE

ATTR_LLM_PROMPT_TEMPLATE_TEMPLATE: "llm.prompt_template.template" = 'llm.prompt_template.template'

Static ReadonlyATTR_LLM_PROMPT_TEMPLATE_VARIABLES

ATTR_LLM_PROMPT_TEMPLATE_VARIABLES: "llm.prompt_template.variables" = 'llm.prompt_template.variables'

Static ReadonlyATTR_LLM_PROMPT_TEMPLATE_VERSION

ATTR_LLM_PROMPT_TEMPLATE_VERSION: "llm.prompt_template.version" = 'llm.prompt_template.version'

Static ReadonlyATTR_LLM_TOKEN_COUNT_COMPLETION

ATTR_LLM_TOKEN_COUNT_COMPLETION: "llm.token_count.completion" = 'llm.token_count.completion'

Static ReadonlyATTR_LLM_TOKEN_COUNT_PROMPT

ATTR_LLM_TOKEN_COUNT_PROMPT: "llm.token_count.prompt" = 'llm.token_count.prompt'

Static ReadonlyATTR_LLM_TOKEN_COUNT_TOTAL

ATTR_LLM_TOKEN_COUNT_TOTAL: "llm.token_count.total" = 'llm.token_count.total'

Static ReadonlyATTR_LLM_TOOLS

ATTR_LLM_TOOLS: "llm.tools" = 'llm.tools'

Static ReadonlyATTR_MESSAGE_CONTENT

ATTR_MESSAGE_CONTENT: "message.content" = 'message.content'

Static ReadonlyATTR_MESSAGE_CONTENT_IMAGE

ATTR_MESSAGE_CONTENT_IMAGE: "messagecontent.image" = 'messagecontent.image'

Static ReadonlyATTR_MESSAGE_CONTENT_TEXT

ATTR_MESSAGE_CONTENT_TEXT: "messagecontent.text" = 'messagecontent.text'

Static ReadonlyATTR_MESSAGE_CONTENT_TYPE

ATTR_MESSAGE_CONTENT_TYPE: "messagecontent.type" = 'messagecontent.type'

Static ReadonlyATTR_MESSAGE_CONTENTS

ATTR_MESSAGE_CONTENTS: "message.contents" = 'message.contents'

Static ReadonlyATTR_MESSAGE_FUNCTION_CALL_ARGUMENTS_JSON

ATTR_MESSAGE_FUNCTION_CALL_ARGUMENTS_JSON: "message.function_call_arguments_json" = 'message.function_call_arguments_json'

Static ReadonlyATTR_MESSAGE_FUNCTION_CALL_NAME

ATTR_MESSAGE_FUNCTION_CALL_NAME: "message.function_call_name" = 'message.function_call_name'

Static ReadonlyATTR_MESSAGE_ROLE

ATTR_MESSAGE_ROLE: "message.role" = 'message.role'

Static ReadonlyATTR_MESSAGE_TOOL_CALLS

ATTR_MESSAGE_TOOL_CALLS: "message.tool_calls" = 'message.tool_calls'

Static ReadonlyATTR_METADATA

ATTR_METADATA: "metadata" = 'metadata'

Static ReadonlyATTR_OUTPUT_MIME_TYPE

ATTR_OUTPUT_MIME_TYPE: "output.mime_type" = 'output.mime_type'

Static ReadonlyATTR_OUTPUT_VALUE

ATTR_OUTPUT_VALUE: "output.value" = 'output.value'

Static ReadonlyATTR_RERANKER_INPUT_DOCUMENTS

ATTR_RERANKER_INPUT_DOCUMENTS: "reranker.input_documents" = 'reranker.input_documents'

Static ReadonlyATTR_RERANKER_MODEL_NAME

ATTR_RERANKER_MODEL_NAME: "reranker.model_name" = 'reranker.model_name'

Static ReadonlyATTR_RERANKER_OUTPUT_DOCUMENTS

ATTR_RERANKER_OUTPUT_DOCUMENTS: "reranker.output_documents" = 'reranker.output_documents'

Static ReadonlyATTR_RERANKER_QUERY

ATTR_RERANKER_QUERY: "reranker.query" = 'reranker.query'

Static ReadonlyATTR_RERANKER_TOP_K

ATTR_RERANKER_TOP_K: "reranker.top_k" = 'reranker.top_k'

Static ReadonlyATTR_RETRIEVAL_DOCUMENTS

ATTR_RETRIEVAL_DOCUMENTS: "retrieval.documents" = 'retrieval.documents'

Static ReadonlyATTR_SESSION_ID

ATTR_SESSION_ID: "session.id" = 'session.id'

Static ReadonlyATTR_SPAN_KIND

ATTR_SPAN_KIND: "openinference.span.kind" = 'openinference.span.kind'

Static ReadonlyATTR_TAG_TAGS

ATTR_TAG_TAGS: "tag.tags" = 'tag.tags'

Static ReadonlyATTR_TOOL_CALL_FUNCTION_ARGUMENTS

ATTR_TOOL_CALL_FUNCTION_ARGUMENTS: "tool_call.function.arguments" = 'tool_call.function.arguments'

Static ReadonlyATTR_TOOL_CALL_FUNCTION_NAME

ATTR_TOOL_CALL_FUNCTION_NAME: "tool_call.function.name" = 'tool_call.function.name'

Static ReadonlyATTR_TOOL_DESCRIPTION

ATTR_TOOL_DESCRIPTION: "tool.description" = 'tool.description'

Static ReadonlyATTR_TOOL_JSON_SCHEMA

ATTR_TOOL_JSON_SCHEMA: "tool.json_schema" = 'tool.json_schema'

Static ReadonlyATTR_TOOL_NAME

ATTR_TOOL_NAME: "tool.name" = 'tool.name'

Static ReadonlyATTR_TOOL_PARAMETERS

ATTR_TOOL_PARAMETERS: "tool.parameters" = 'tool.parameters'

Static ReadonlyATTR_USER_ID

ATTR_USER_ID: "user.id" = 'user.id'

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Constructors
Properties
ATTR_DOCUMENT_CONTENTATTR_DOCUMENT_IDATTR_DOCUMENT_METADATAATTR_DOCUMENT_SCOREATTR_EMBEDDING_EMBEDDINGSATTR_EMBEDDING_MODEL_NAMEATTR_EMBEDDING_TEXTATTR_EMBEDDING_VECTORATTR_EXCEPTION_ESCAPEDATTR_EXCEPTION_MESSAGEATTR_EXCEPTION_STACKTRACEATTR_EXCEPTION_TYPEATTR_IMAGE_URLATTR_INPUT_MIME_TYPEATTR_INPUT_VALUEATTR_LLM_FUNCTION_CALLATTR_LLM_INPUT_MESSAGESATTR_LLM_INVOCATION_PARAMETERSATTR_LLM_MODEL_NAMEATTR_LLM_OUTPUT_MESSAGESATTR_LLM_PROMPT_TEMPLATE_TEMPLATEATTR_LLM_PROMPT_TEMPLATE_VARIABLESATTR_LLM_PROMPT_TEMPLATE_VERSIONATTR_LLM_TOKEN_COUNT_COMPLETIONATTR_LLM_TOKEN_COUNT_PROMPTATTR_LLM_TOKEN_COUNT_TOTALATTR_LLM_TOOLSATTR_MESSAGE_CONTENTATTR_MESSAGE_CONTENT_IMAGEATTR_MESSAGE_CONTENT_TEXTATTR_MESSAGE_CONTENT_TYPEATTR_MESSAGE_CONTENTSATTR_MESSAGE_FUNCTION_CALL_ARGUMENTS_JSONATTR_MESSAGE_FUNCTION_CALL_NAMEATTR_MESSAGE_ROLEATTR_MESSAGE_TOOL_CALLSATTR_METADATAATTR_OUTPUT_MIME_TYPEATTR_OUTPUT_VALUEATTR_RERANKER_INPUT_DOCUMENTSATTR_RERANKER_MODEL_NAMEATTR_RERANKER_OUTPUT_DOCUMENTSATTR_RERANKER_QUERYATTR_RERANKER_TOP_KATTR_RETRIEVAL_DOCUMENTSATTR_SESSION_IDATTR_SPAN_KINDATTR_TAG_TAGSATTR_TOOL_CALL_FUNCTION_ARGUMENTSATTR_TOOL_CALL_FUNCTION_NAMEATTR_TOOL_DESCRIPTIONATTR_TOOL_JSON_SCHEMAATTR_TOOL_NAMEATTR_TOOL_PARAMETERSATTR_USER_ID