Index

Symbols

--host opik-proxy command line option --lm-studio opik-proxy command line option --lm-studio-host opik-proxy command line option --ollama opik-proxy command line option --ollama-host opik-proxy command line option --port opik-proxy command line option --show-installed-packages opik-healthcheck command line option

--use-local opik-configure command line option --use_local opik-configure command line option --version opik command line option --yes opik-configure command line option -v opik command line option -y opik-configure command line option

_

__init__() (opik.api_objects.experiment.experiment.Experiment method) (opik.api_objects.experiment.experiment_item.ExperimentItemContent method) (opik.api_objects.experiment.experiment_item.ExperimentItemReferences method) (opik.api_objects.prompt.prompt.Prompt method) (opik.api_objects.span.Span method) (opik.api_objects.trace.Trace method) (opik.Dataset method) (opik.evaluation.metrics.score_result.ScoreResult method) (opik.evaluation.models.LiteLLMChatModel method) (opik.evaluation.models.OpikBaseModel method) (opik.Opik method) (opik.Prompt method)

A

access() (opik.rest_api.check.client.CheckClient method) add_span_comment() (opik.rest_api.spans.client.SpansClient method) add_span_feedback_score() (opik.rest_api.spans.client.SpansClient method) add_trace_comment() (opik.rest_api.traces.client.TracesClient method) add_trace_feedback_score() (opik.rest_api.traces.client.TracesClient method) after_agent_callback() (opik.integrations.adk.OpikTracer method) after_model_callback() (opik.integrations.adk.OpikTracer method) after_tool_callback() (opik.integrations.adk.OpikTracer method) agenerate_provider_response() (opik.evaluation.models.LiteLLMChatModel method) (opik.evaluation.models.OpikBaseModel method) agenerate_string() (opik.evaluation.models.LiteLLMChatModel method) (opik.evaluation.models.OpikBaseModel method) AnswerRelevance (class in opik.evaluation.metrics) api_key (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) arguments (opik.rest_api.types.FunctionCall attribute) (opik.rest_api.types.UserDefinedMetricPythonCode attribute) (opik.rest_api.types.UserDefinedMetricPythonCodePublic attribute) (opik.rest_api.types.UserDefinedMetricPythonCodeWrite attribute) as_parameters (opik.api_objects.span.SpanData property) (opik.api_objects.trace.TraceData property) as_start_parameters (opik.api_objects.span.SpanData property) (opik.api_objects.trace.TraceData property) ascore() (opik.evaluation.metrics.AnswerRelevance method) (opik.evaluation.metrics.BaseMetric method) (opik.evaluation.metrics.Contains method) (opik.evaluation.metrics.ContextPrecision method) (opik.evaluation.metrics.ContextRecall method) (opik.evaluation.metrics.Equals method) (opik.evaluation.metrics.GEval method) (opik.evaluation.metrics.Hallucination method) (opik.evaluation.metrics.IsJson method) (opik.evaluation.metrics.LevenshteinRatio method) (opik.evaluation.metrics.Moderation method) (opik.evaluation.metrics.RegexMatch method)

AssistantMessage (class in opik.rest_api.types) Attachment (class in opik) (class in opik.rest_api.types) attachment_list() (opik.rest_api.attachments.client.AttachmentsClient method) AttachmentPage (class in opik.rest_api.types) attachments (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) AttachmentsClient (class in opik.rest_api.attachments.client) auth_check() (opik.Opik method) AutomationRuleEvaluator_LlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluator_UserDefinedMetricPython (class in opik.rest_api.types) AutomationRuleEvaluatorLlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluatorLlmAsJudgePublic (class in opik.rest_api.types) AutomationRuleEvaluatorLlmAsJudgeWrite (class in opik.rest_api.types) AutomationRuleEvaluatorObjectPublic_LlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluatorObjectPublic_UserDefinedMetricPython (class in opik.rest_api.types) AutomationRuleEvaluatorPagePublic (class in opik.rest_api.types) AutomationRuleEvaluatorPublic_LlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluatorPublic_UserDefinedMetricPython (class in opik.rest_api.types) AutomationRuleEvaluatorsClient (class in opik.rest_api.automation_rule_evaluators.client) AutomationRuleEvaluatorUpdate_LlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluatorUpdate_UserDefinedMetricPython (class in opik.rest_api.types) AutomationRuleEvaluatorUpdateLlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluatorUpdateUserDefinedMetricPython (class in opik.rest_api.types) AutomationRuleEvaluatorUserDefinedMetricPython (class in opik.rest_api.types) AutomationRuleEvaluatorUserDefinedMetricPythonPublic (class in opik.rest_api.types) AutomationRuleEvaluatorUserDefinedMetricPythonWrite (class in opik.rest_api.types) AutomationRuleEvaluatorWrite_LlmAsJudge (class in opik.rest_api.types) AutomationRuleEvaluatorWrite_UserDefinedMetricPython (class in opik.rest_api.types) AvgValueStatPublic (class in opik.rest_api.types)

B

base_url (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) BaseMetric (class in opik.evaluation.metrics) BatchDelete (class in opik.rest_api.types) before_agent_callback() (opik.integrations.adk.OpikTracer method)

before_model_callback() (opik.integrations.adk.OpikTracer method) before_tool_callback() (opik.integrations.adk.OpikTracer method) bi_information (opik.rest_api.types.BiInformationResponse attribute) BiInformation (class in opik.rest_api.types) BiInformationResponse (class in opik.rest_api.types)

C

cached_tokens (opik.rest_api.types.PromptTokensDetails attribute) CategoricalFeedbackDefinition (class in opik.rest_api.types) CategoricalFeedbackDefinitionCreate (class in opik.rest_api.types) CategoricalFeedbackDefinitionPublic (class in opik.rest_api.types) CategoricalFeedbackDefinitionUpdate (class in opik.rest_api.types) CategoricalFeedbackDetail (class in opik.rest_api.types) CategoricalFeedbackDetailCreate (class in opik.rest_api.types) CategoricalFeedbackDetailPublic (class in opik.rest_api.types) CategoricalFeedbackDetailUpdate (class in opik.rest_api.types) categories (opik.rest_api.types.CategoricalFeedbackDetail attribute) (opik.rest_api.types.CategoricalFeedbackDetailCreate attribute) (opik.rest_api.types.CategoricalFeedbackDetailPublic attribute) (opik.rest_api.types.CategoricalFeedbackDetailUpdate attribute) category_name (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.types.FeedbackScoreDict attribute) change_description (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionPublic attribute) ChatCompletionChoice (class in opik.rest_api.types) ChatCompletionResponse (class in opik.rest_api.types) ChatCompletionsClient (class in opik.rest_api.chat_completions.client) Check (class in opik.rest_api.types) CheckClient (class in opik.rest_api.check.client) CheckPublic (class in opik.rest_api.types) checks (opik.rest_api.types.GuardrailsValidation attribute) (opik.rest_api.types.GuardrailsValidationPublic attribute) choices (opik.rest_api.types.ChatCompletionResponse attribute) ChunkedOutputJsonNode (class in opik.rest_api.types) ChunkedOutputJsonNodePublic (class in opik.rest_api.types) ChunkedOutputJsonNodePublicType (class in opik.rest_api.types) ChunkedOutputJsonNodeType (class in opik.rest_api.types) clear() (opik.Dataset method) close_trace_thread() (opik.rest_api.traces.client.TracesClient method) closed (opik.rest_api.types.ChunkedOutputJsonNode attribute) (opik.rest_api.types.ChunkedOutputJsonNodePublic attribute) code (opik.rest_api.types.AutomationRuleEvaluator_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluator_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorLlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorLlmAsJudgePublic attribute) (opik.rest_api.types.AutomationRuleEvaluatorLlmAsJudgeWrite attribute) (opik.rest_api.types.AutomationRuleEvaluatorObjectPublic_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorObjectPublic_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorPublic_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorPublic_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdate_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdate_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdateLlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdateUserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUserDefinedMetricPythonPublic attribute) (opik.rest_api.types.AutomationRuleEvaluatorUserDefinedMetricPythonWrite attribute) (opik.rest_api.types.AutomationRuleEvaluatorWrite_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorWrite_UserDefinedMetricPython attribute) (opik.rest_api.types.ErrorMessage attribute) (opik.rest_api.types.ErrorMessageDetail attribute) (opik.rest_api.types.ErrorMessagePublic attribute) Column (class in opik.rest_api.types) ColumnCompare (class in opik.rest_api.types) ColumnPublic (class in opik.rest_api.types) columns (opik.rest_api.types.DatasetItemPageCompare attribute) (opik.rest_api.types.DatasetItemPagePublic attribute) (opik.rest_api.types.PageColumns attribute) Comment (class in opik.rest_api.types) CommentCompare (class in opik.rest_api.types) CommentPublic (class in opik.rest_api.types) comments (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute) commit (opik.api_objects.prompt.prompt.Prompt property) (opik.Prompt property) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionLink attribute) (opik.rest_api.types.PromptVersionLinkPublic attribute) (opik.rest_api.types.PromptVersionPublic attribute) complete_multi_part_upload() (opik.rest_api.attachments.client.AttachmentsClient method) CompleteMultipartUploadRequest (class in opik.rest_api.types) completion_tokens (opik.rest_api.types.Usage attribute) completion_tokens_details (opik.rest_api.types.Usage attribute) CompletionTokensDetails (class in opik.rest_api.types) config (opik.Opik property) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) configuration (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) configure() (in module opik) container_id (opik.rest_api.types.CompleteMultipartUploadRequest attribute) (opik.rest_api.types.DeleteAttachmentsRequest attribute) Contains (class in opik.evaluation.metrics) content (opik.rest_api.types.AssistantMessage attribute) (opik.rest_api.types.AttachmentPage attribute) (opik.rest_api.types.AutomationRuleEvaluatorPagePublic attribute) (opik.rest_api.types.DatasetItemPageCompare attribute) (opik.rest_api.types.DatasetItemPagePublic attribute) (opik.rest_api.types.DatasetPagePublic attribute) (opik.rest_api.types.Delta attribute) (opik.rest_api.types.ExperimentPagePublic attribute) (opik.rest_api.types.FeedbackDefinitionPagePublic attribute) (opik.rest_api.types.LlmAsJudgeMessage attribute) (opik.rest_api.types.LlmAsJudgeMessagePublic attribute) (opik.rest_api.types.LlmAsJudgeMessageWrite attribute) (opik.rest_api.types.LogPage attribute) (opik.rest_api.types.OptimizationPagePublic attribute) (opik.rest_api.types.ProjectPagePublic attribute) (opik.rest_api.types.ProjectStatsSummary attribute) (opik.rest_api.types.PromptPagePublic attribute) (opik.rest_api.types.PromptVersionPagePublic attribute) (opik.rest_api.types.ProviderApiKeyPagePublic attribute) (opik.rest_api.types.SpanPagePublic attribute) (opik.rest_api.types.TracePagePublic attribute) (opik.rest_api.types.TraceThreadPage attribute)

ContextPrecision (class in opik.evaluation.metrics) ContextRecall (class in opik.evaluation.metrics) copy_traces() (opik.Opik method) count (opik.rest_api.types.BiInformation attribute) (opik.rest_api.types.ErrorCountWithDeviation attribute) (opik.rest_api.types.ErrorCountWithDeviationDetailed attribute) CountValueStatPublic (class in opik.rest_api.types) create_automation_rule_evaluator() (opik.rest_api.automation_rule_evaluators.client.AutomationRuleEvaluatorsClient method) create_chat_completions() (opik.rest_api.chat_completions.client.ChatCompletionsClient method) create_child_span_data() (opik.api_objects.span.SpanData method) (opik.api_objects.trace.TraceData method) create_dataset() (opik.Opik method) (opik.rest_api.datasets.client.DatasetsClient method) create_experiment() (opik.Opik method) (opik.rest_api.experiments.client.ExperimentsClient method) create_experiment_items() (opik.rest_api.experiments.client.ExperimentsClient method) create_feedback_definition() (opik.rest_api.feedback_definitions.client.FeedbackDefinitionsClient method) create_guardrails() (opik.rest_api.guardrails.client.GuardrailsClient method) create_optimization() (opik.Opik method) (opik.rest_api.optimizations.client.OptimizationsClient method) create_or_update_dataset_items() (opik.rest_api.datasets.client.DatasetsClient method) create_project() (opik.rest_api.projects.client.ProjectsClient method) create_prompt() (opik.Opik method) (opik.rest_api.prompts.client.PromptsClient method) create_prompt_version() (opik.rest_api.prompts.client.PromptsClient method) create_span() (opik.rest_api.spans.client.SpansClient method) create_spans() (opik.rest_api.spans.client.SpansClient method) create_trace() (opik.rest_api.traces.client.TracesClient method) create_traces() (opik.rest_api.traces.client.TracesClient method) created (opik.rest_api.types.ChatCompletionResponse attribute) created_at (opik.rest_api.types.CategoricalFeedbackDefinition attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.NumericalFeedbackDefinition attribute) (opik.rest_api.types.NumericalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceThread attribute) created_by (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.CategoricalFeedbackDefinition attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.NumericalFeedbackDefinition attribute) (opik.rest_api.types.NumericalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceThread attribute) created_traces() (opik.integrations.langchain.OpikTracer method) current (opik.rest_api.types.Result attribute)

D

data (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetItemWrite attribute) (opik.rest_api.types.ResultsNumberPublic attribute) DataPointNumberPublic (class in opik.rest_api.types) Dataset (class in opik) dataset_id (opik.api_objects.experiment.experiment.Experiment property) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemBatch attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) dataset_item_data (opik.api_objects.experiment.experiment_item.ExperimentItemContent attribute) dataset_item_id (opik.api_objects.experiment.experiment_item.ExperimentItemContent attribute) (opik.api_objects.experiment.experiment_item.ExperimentItemReferences attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemBulkRecord attribute) (opik.rest_api.types.ExperimentItemBulkRecordExperimentItemBulkWriteView attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) dataset_items_count (opik.rest_api.types.DatasetPublic attribute) dataset_name (opik.api_objects.experiment.experiment.Experiment property) (opik.rest_api.types.DatasetItemBatch attribute) (opik.rest_api.types.ExperimentItemBulkUpload attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) DatasetItem (class in opik.rest_api.types) DatasetItemBatch (class in opik.rest_api.types) DatasetItemCompare (class in opik.rest_api.types) DatasetItemPageCompare (class in opik.rest_api.types) DatasetItemPagePublic (class in opik.rest_api.types) DatasetItemPublic (class in opik.rest_api.types) DatasetItemWrite (class in opik.rest_api.types) DatasetPagePublic (class in opik.rest_api.types) DatasetPublic (class in opik.rest_api.types) datasets_redirect() (opik.rest_api.redirect.client.RedirectClient method) DatasetsClient (class in opik.rest_api.datasets.client) delete() (opik.Dataset method) delete_attachments() (opik.rest_api.attachments.client.AttachmentsClient method) delete_automation_rule_evaluator_batch() (opik.rest_api.automation_rule_evaluators.client.AutomationRuleEvaluatorsClient method) delete_dataset() (opik.Opik method) (opik.rest_api.datasets.client.DatasetsClient method) delete_dataset_by_name() (opik.rest_api.datasets.client.DatasetsClient method) delete_dataset_items() (opik.rest_api.datasets.client.DatasetsClient method) delete_datasets_batch() (opik.rest_api.datasets.client.DatasetsClient method) delete_experiment_items() (opik.rest_api.experiments.client.ExperimentsClient method) delete_experiments_by_id() (opik.rest_api.experiments.client.ExperimentsClient method) delete_feedback_definition_by_id() (opik.rest_api.feedback_definitions.client.FeedbackDefinitionsClient method) delete_feedback_definitions_batch() (opik.rest_api.feedback_definitions.client.FeedbackDefinitionsClient method) delete_llm_provider_api_keys_batch() (opik.rest_api.llm_provider_key.client.LlmProviderKeyClient method) delete_optimizations() (opik.Opik method) delete_optimizations_by_id() (opik.rest_api.optimizations.client.OptimizationsClient method) delete_project_by_id() (opik.rest_api.projects.client.ProjectsClient method) delete_projects_batch() (opik.rest_api.projects.client.ProjectsClient method) delete_prompt() (opik.rest_api.prompts.client.PromptsClient method) delete_prompts_batch() (opik.rest_api.prompts.client.PromptsClient method)

delete_span_by_id() (opik.rest_api.spans.client.SpansClient method) delete_span_comments() (opik.rest_api.spans.client.SpansClient method) delete_span_feedback_score() (opik.Opik method) (opik.rest_api.spans.client.SpansClient method) delete_trace_by_id() (opik.rest_api.traces.client.TracesClient method) delete_trace_comments() (opik.rest_api.traces.client.TracesClient method) delete_trace_feedback_score() (opik.Opik method) (opik.rest_api.traces.client.TracesClient method) delete_trace_threads() (opik.rest_api.traces.client.TracesClient method) delete_traces() (opik.rest_api.traces.client.TracesClient method) DeleteAttachmentsRequest (class in opik.rest_api.types) DeleteFeedbackScore (class in opik.rest_api.types) DeleteIdsHolder (class in opik.rest_api.types) Delta (class in opik.rest_api.types) delta (opik.rest_api.types.ChatCompletionChoice attribute) description (opik.Dataset property) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.Function attribute) (opik.rest_api.types.LlmAsJudgeOutputSchema attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaPublic attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaWrite attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) details (opik.rest_api.types.CategoricalFeedbackDefinition attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionCreate attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionPublic attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionUpdate attribute) (opik.rest_api.types.ErrorMessage attribute) (opik.rest_api.types.ErrorMessageDetail attribute) (opik.rest_api.types.ErrorMessagePublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackCreate_Categorical attribute) (opik.rest_api.types.FeedbackCreate_Numerical attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackUpdate_Categorical attribute) (opik.rest_api.types.FeedbackUpdate_Numerical attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) (opik.rest_api.types.NumericalFeedbackDefinition attribute) (opik.rest_api.types.NumericalFeedbackDefinitionCreate attribute) (opik.rest_api.types.NumericalFeedbackDefinitionPublic attribute) (opik.rest_api.types.NumericalFeedbackDefinitionUpdate attribute) deviation (opik.rest_api.types.ErrorCountWithDeviation attribute) (opik.rest_api.types.ErrorCountWithDeviationDetailed attribute) deviation_percentage (opik.rest_api.types.ErrorCountWithDeviation attribute) (opik.rest_api.types.ErrorCountWithDeviationDetailed attribute) DistributedTraceHeadersDict (class in opik.types) download_attachment() (opik.rest_api.attachments.client.AttachmentsClient method) duration (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceThread attribute)

E

e_tag (opik.rest_api.types.MultipartUploadPart attribute) end() (opik.api_objects.span.Span method) (opik.api_objects.trace.Trace method) (opik.Opik method) end_time (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceThread attribute) (opik.rest_api.types.TraceWrite attribute) entity_id (opik.rest_api.types.CompleteMultipartUploadRequest attribute) (opik.rest_api.types.DeleteAttachmentsRequest attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) entity_type (opik.rest_api.types.CompleteMultipartUploadRequest attribute) (opik.rest_api.types.DeleteAttachmentsRequest attribute) Equals (class in opik.evaluation.metrics) error_count (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) error_info (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceWrite attribute) ErrorCountWithDeviation (class in opik.rest_api.types) ErrorCountWithDeviationDetailed (class in opik.rest_api.types) ErrorInfo (class in opik.rest_api.types) ErrorInfoExperimentItemBulkWriteView (class in opik.rest_api.types) ErrorInfoPublic (class in opik.rest_api.types) ErrorInfoWrite (class in opik.rest_api.types) ErrorMessage (class in opik.rest_api.types)

ErrorMessageDetail (class in opik.rest_api.types) ErrorMessageDetailed (class in opik.rest_api.types) ErrorMessagePublic (class in opik.rest_api.types) errors (opik.rest_api.types.ErrorMessageDetailed attribute) evaluate() (in module opik.evaluation) evaluate_experiment() (in module opik.evaluation) evaluate_prompt() (in module opik.evaluation) evaluate_task_result (opik.rest_api.types.ExperimentItemBulkRecord attribute) (opik.rest_api.types.ExperimentItemBulkRecordExperimentItemBulkWriteView attribute) evaluation_task_output (opik.api_objects.experiment.experiment_item.ExperimentItemContent attribute) exception_type (opik.rest_api.types.ErrorInfo attribute) (opik.rest_api.types.ErrorInfoExperimentItemBulkWriteView attribute) (opik.rest_api.types.ErrorInfoPublic attribute) (opik.rest_api.types.ErrorInfoWrite attribute) Experiment (class in opik.api_objects.experiment.experiment) experiment_count (opik.rest_api.types.DatasetPublic attribute) experiment_id (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) experiment_items (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) experiment_items_bulk() (opik.rest_api.experiments.client.ExperimentsClient method) experiment_name (opik.rest_api.types.ExperimentItemBulkUpload attribute) ExperimentItem (class in opik.rest_api.types) ExperimentItemBulkRecord (class in opik.rest_api.types) ExperimentItemBulkRecordExperimentItemBulkWriteView (class in opik.rest_api.types) ExperimentItemBulkUpload (class in opik.rest_api.types) ExperimentItemCompare (class in opik.rest_api.types) ExperimentItemContent (class in opik.api_objects.experiment.experiment_item) ExperimentItemPublic (class in opik.rest_api.types) ExperimentItemReferences (class in opik.api_objects.experiment.experiment_item) ExperimentPagePublic (class in opik.rest_api.types) ExperimentPublic (class in opik.rest_api.types) experiments_redirect() (opik.rest_api.redirect.client.RedirectClient method) experiments_rest_client (opik.api_objects.experiment.experiment.Experiment property) ExperimentsClient (class in opik.rest_api.experiments.client)

F

Feedback_Categorical (class in opik.rest_api.types) Feedback_Numerical (class in opik.rest_api.types) feedback_scores (opik.api_objects.experiment.experiment_item.ExperimentItemContent attribute) (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemBulkRecord attribute) (opik.rest_api.types.ExperimentItemBulkRecordExperimentItemBulkWriteView attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute) FeedbackCreate_Categorical (class in opik.rest_api.types) FeedbackCreate_Numerical (class in opik.rest_api.types) FeedbackDefinitionPagePublic (class in opik.rest_api.types) FeedbackDefinitionsClient (class in opik.rest_api.feedback_definitions.client) FeedbackObjectPublic_Categorical (class in opik.rest_api.types) FeedbackObjectPublic_Numerical (class in opik.rest_api.types) FeedbackPublic_Categorical (class in opik.rest_api.types) FeedbackPublic_Numerical (class in opik.rest_api.types) FeedbackScore (class in opik.rest_api.types) FeedbackScoreAverage (class in opik.rest_api.types) FeedbackScoreAverageDetailed (class in opik.rest_api.types) FeedbackScoreAveragePublic (class in opik.rest_api.types) FeedbackScoreBatch (class in opik.rest_api.types) FeedbackScoreBatchItem (class in opik.rest_api.types) FeedbackScoreCompare (class in opik.rest_api.types) FeedbackScoreDict (class in opik.types) FeedbackScoreExperimentItemBulkWriteView (class in opik.rest_api.types) FeedbackScoreNames (class in opik.rest_api.types) FeedbackScorePublic (class in opik.rest_api.types) FeedbackUpdate_Categorical (class in opik.rest_api.types) FeedbackUpdate_Numerical (class in opik.rest_api.types) field (opik.rest_api.types.SpanFilterPublic attribute) (opik.rest_api.types.TraceFilterPublic attribute)

file_name (opik.rest_api.types.Attachment attribute) (opik.rest_api.types.CompleteMultipartUploadRequest attribute) file_names (opik.rest_api.types.DeleteAttachmentsRequest attribute) file_size (opik.rest_api.types.Attachment attribute) (opik.rest_api.types.CompleteMultipartUploadRequest attribute) filter_field (opik.rest_api.types.Column attribute) (opik.rest_api.types.ColumnCompare attribute) (opik.rest_api.types.ColumnPublic attribute) filter_field_prefix (opik.rest_api.types.Column attribute) (opik.rest_api.types.ColumnCompare attribute) (opik.rest_api.types.ColumnPublic attribute) find_dataset_items_with_experiment_items() (opik.rest_api.datasets.client.DatasetsClient method) find_datasets() (opik.rest_api.datasets.client.DatasetsClient method) find_evaluators() (opik.rest_api.automation_rule_evaluators.client.AutomationRuleEvaluatorsClient method) find_experiments() (opik.rest_api.experiments.client.ExperimentsClient method) find_feedback_definitions() (opik.rest_api.feedback_definitions.client.FeedbackDefinitionsClient method) find_feedback_score_names() (opik.rest_api.experiments.client.ExperimentsClient method) find_feedback_score_names_1() (opik.rest_api.spans.client.SpansClient method) find_feedback_score_names_2() (opik.rest_api.traces.client.TracesClient method) find_feedback_score_names_by_project_ids() (opik.rest_api.projects.client.ProjectsClient method) find_llm_provider_keys() (opik.rest_api.llm_provider_key.client.LlmProviderKeyClient method) find_optimizations() (opik.rest_api.optimizations.client.OptimizationsClient method) find_projects() (opik.rest_api.projects.client.ProjectsClient method) finish_reason (opik.rest_api.types.ChatCompletionChoice attribute) first_message (opik.rest_api.types.TraceThread attribute) flush() (opik.integrations.adk.OpikTracer method) (opik.integrations.dspy.OpikCallback method) (opik.integrations.langchain.OpikTracer method) (opik.Opik method) format() (opik.api_objects.prompt.prompt.Prompt method) (opik.Prompt method) from_fern_prompt_version() (opik.api_objects.prompt.prompt.Prompt class method) (opik.Prompt class method) from_rest_experiment_item_compare() (opik.api_objects.experiment.experiment_item.ExperimentItemContent class method) Function (class in opik.rest_api.types) function (opik.rest_api.types.Tool attribute) (opik.rest_api.types.ToolCall attribute) function_call (opik.rest_api.types.AssistantMessage attribute) (opik.rest_api.types.Delta attribute) FunctionCall (class in opik.rest_api.types)

G

generate_provider_response() (opik.evaluation.models.LiteLLMChatModel method) (opik.evaluation.models.OpikBaseModel method) generate_string() (opik.evaluation.models.LiteLLMChatModel method) (opik.evaluation.models.OpikBaseModel method) get_all_prompts() (opik.Opik method) get_current_span_data() (in module opik.opik_context) get_current_trace_data() (in module opik.opik_context) get_dataset() (opik.Opik method) get_dataset_bi_info() (opik.rest_api.system_usage.client.SystemUsageClient method) get_dataset_by_id() (opik.rest_api.datasets.client.DatasetsClient method) get_dataset_by_identifier() (opik.rest_api.datasets.client.DatasetsClient method) get_dataset_experiments() (opik.Opik method) get_dataset_item_by_id() (opik.rest_api.datasets.client.DatasetsClient method) get_dataset_items() (opik.rest_api.datasets.client.DatasetsClient method) get_dataset_items_output_columns() (opik.rest_api.datasets.client.DatasetsClient method) get_datasets() (opik.Opik method) get_distributed_trace_headers() (in module opik.opik_context) (opik.api_objects.span.Span method) get_evaluator_by_id() (opik.rest_api.automation_rule_evaluators.client.AutomationRuleEvaluatorsClient method) get_evaluator_logs_by_id() (opik.rest_api.automation_rule_evaluators.client.AutomationRuleEvaluatorsClient method) get_experiment_bi_info() (opik.rest_api.system_usage.client.SystemUsageClient method) get_experiment_by_id() (opik.Opik method) (opik.rest_api.experiments.client.ExperimentsClient method) get_experiment_by_name() (opik.Opik method) get_experiment_data() (opik.api_objects.experiment.experiment.Experiment method) get_experiment_item_by_id() (opik.rest_api.experiments.client.ExperimentsClient method) get_experiments_by_name() (opik.Opik method) get_feedback_definition_by_id() (opik.rest_api.feedback_definitions.client.FeedbackDefinitionsClient method) get_items() (opik.api_objects.experiment.experiment.Experiment method) (opik.Dataset method) get_llm_provider_api_key_by_id() (opik.rest_api.llm_provider_key.client.LlmProviderKeyClient method) get_optimization_by_id() (opik.Opik method) (opik.rest_api.optimizations.client.OptimizationsClient method) get_or_create_dataset() (opik.Opik method) get_project() (opik.Opik method) get_project_by_id() (opik.rest_api.projects.client.ProjectsClient method) get_project_metrics() (opik.rest_api.projects.client.ProjectsClient method) get_project_stats() (opik.rest_api.projects.client.ProjectsClient method) get_project_url() (opik.Opik method)

get_prompt() (opik.Opik method) get_prompt_by_id() (opik.rest_api.prompts.client.PromptsClient method) get_prompt_version_by_id() (opik.rest_api.prompts.client.PromptsClient method) get_prompt_versions() (opik.rest_api.prompts.client.PromptsClient method) get_prompts() (opik.rest_api.prompts.client.PromptsClient method) get_service_toggles() (opik.rest_api.service_toggles.client.ServiceTogglesClient method) get_span_by_id() (opik.rest_api.spans.client.SpansClient method) get_span_comment() (opik.rest_api.spans.client.SpansClient method) get_span_content() (opik.Opik method) get_span_stats() (opik.rest_api.spans.client.SpansClient method) get_spans_bi_info() (opik.rest_api.system_usage.client.SystemUsageClient method) get_spans_by_project() (opik.rest_api.spans.client.SpansClient method) get_spans_count_for_workspaces() (opik.rest_api.system_usage.client.SystemUsageClient method) get_trace_by_id() (opik.rest_api.traces.client.TracesClient method) get_trace_comment() (opik.rest_api.traces.client.TracesClient method) get_trace_content() (opik.Opik method) get_trace_stats() (opik.rest_api.traces.client.TracesClient method) get_trace_thread() (opik.rest_api.traces.client.TracesClient method) get_trace_threads() (opik.rest_api.traces.client.TracesClient method) get_traces_bi_info() (opik.rest_api.system_usage.client.SystemUsageClient method) get_traces_by_project() (opik.rest_api.traces.client.TracesClient method) get_traces_count_for_workspaces() (opik.rest_api.system_usage.client.SystemUsageClient method) get_validation_configs() (opik.guardrails.guards.pii.PII method) (opik.guardrails.guards.topic.Topic method) get_workspace_name() (opik.rest_api.check.client.CheckClient method) GEval (class in opik.evaluation.metrics) Guardrail (class in opik.guardrails.guardrail) (class in opik.rest_api.types) guardrail_result (opik.guardrails.schemas.ValidationResponse attribute) GuardrailBatch (class in opik.rest_api.types) guardrails (opik.rest_api.types.GuardrailBatch attribute) guardrails_enabled (opik.rest_api.types.ServiceTogglesConfig attribute) guardrails_failed_count (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) guardrails_validations (opik.rest_api.types.trace_public.TracePublic attribute) GuardrailsClient (class in opik.rest_api.guardrails.client) GuardrailsValidation (class in opik.rest_api.types) GuardrailsValidationPublic (class in opik.rest_api.types) GuardrailWrite (class in opik.rest_api.types)

H

Hallucination (class in opik.evaluation.metrics)

headers (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute)

I

id (opik.api_objects.experiment.experiment.Experiment property) (opik.api_objects.experiment.experiment_item.ExperimentItemContent attribute) (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.Dataset property) (opik.rest_api.types.ChatCompletionResponse attribute) (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetItemWrite attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionLink attribute) (opik.rest_api.types.PromptVersionLinkPublic attribute) (opik.rest_api.types.PromptVersionLinkWrite attribute) (opik.rest_api.types.PromptVersionPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.ToolCall attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceThread attribute) (opik.rest_api.types.TraceWrite attribute) (opik.types.FeedbackScoreDict attribute)

ids (opik.rest_api.types.BatchDelete attribute) (opik.rest_api.types.DeleteIdsHolder attribute) include_usage (opik.rest_api.types.StreamOptions attribute) index (opik.rest_api.types.ChatCompletionChoice attribute) (opik.rest_api.types.ToolCall attribute) init_end_time() (opik.api_objects.span.SpanData method) (opik.api_objects.trace.TraceData method) input (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceWrite attribute) insert() (opik.api_objects.experiment.experiment.Experiment method) (opik.Dataset method) insert_from_json() (opik.Dataset method) insert_from_pandas() (opik.Dataset method) interval (opik.rest_api.types.ProjectMetricResponsePublic attribute) IsJson (class in opik.evaluation.metrics) items (opik.rest_api.types.DatasetItemBatch attribute) (opik.rest_api.types.ExperimentItemBulkUpload attribute)

J

json_schema (opik.rest_api.types.ResponseFormat attribute)

JsonSchema (class in opik.rest_api.types)

K

key (opik.rest_api.types.SpanFilterPublic attribute) (opik.rest_api.types.TraceFilterPublic attribute)

L

last_created_experiment_at (opik.rest_api.types.DatasetPublic attribute) last_created_optimization_at (opik.rest_api.types.DatasetPublic attribute) last_message (opik.rest_api.types.TraceThread attribute) last_updated_at (opik.rest_api.types.CategoricalFeedbackDefinition attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.NumericalFeedbackDefinition attribute) (opik.rest_api.types.NumericalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceThread attribute) (opik.rest_api.types.TraceWrite attribute) last_updated_by (opik.rest_api.types.CategoricalFeedbackDefinition attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.NumericalFeedbackDefinition attribute) (opik.rest_api.types.NumericalFeedbackDefinitionPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute)

last_updated_trace_at (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) latest_version (opik.rest_api.types.PromptDetail attribute) level (opik.rest_api.types.LogItem attribute) LevenshteinRatio (class in opik.evaluation.metrics) link (opik.rest_api.types.Attachment attribute) LiteLLMChatModel (class in opik.evaluation.models) LlamaIndexCallbackHandler() (in module opik.integrations.llama_index) llm_chain_of_thought (opik.evaluation.metrics.GEval property) llm_span_count (opik.rest_api.types.trace_public.TracePublic attribute) llm_unit (class in opik) LlmAsJudgeCode (class in opik.rest_api.types) LlmAsJudgeCodePublic (class in opik.rest_api.types) LlmAsJudgeCodeWrite (class in opik.rest_api.types) LlmAsJudgeMessage (class in opik.rest_api.types) LlmAsJudgeMessagePublic (class in opik.rest_api.types) LlmAsJudgeMessageWrite (class in opik.rest_api.types) LlmAsJudgeModelParameters (class in opik.rest_api.types) LlmAsJudgeModelParametersPublic (class in opik.rest_api.types) LlmAsJudgeModelParametersWrite (class in opik.rest_api.types) LlmAsJudgeOutputSchema (class in opik.rest_api.types) LlmAsJudgeOutputSchemaPublic (class in opik.rest_api.types) LlmAsJudgeOutputSchemaWrite (class in opik.rest_api.types) LlmProviderKeyClient (class in opik.rest_api.llm_provider_key.client) log_feedback_score() (opik.api_objects.span.Span method) (opik.api_objects.trace.Trace method) log_spans_feedback_scores() (opik.Opik method) log_traces_feedback_scores() (opik.Opik method) LogItem (class in opik.rest_api.types) LogPage (class in opik.rest_api.types)

M

markers (opik.rest_api.types.LogItem attribute) max (opik.rest_api.types.NumericalFeedbackDetail attribute) (opik.rest_api.types.NumericalFeedbackDetailCreate attribute) (opik.rest_api.types.NumericalFeedbackDetailPublic attribute) (opik.rest_api.types.NumericalFeedbackDetailUpdate attribute) message (opik.rest_api.types.ChatCompletionChoice attribute) (opik.rest_api.types.ErrorInfo attribute) (opik.rest_api.types.ErrorInfoExperimentItemBulkWriteView attribute) (opik.rest_api.types.ErrorInfoPublic attribute) (opik.rest_api.types.ErrorInfoWrite attribute) (opik.rest_api.types.ErrorMessage attribute) (opik.rest_api.types.ErrorMessageDetail attribute) (opik.rest_api.types.ErrorMessagePublic attribute) (opik.rest_api.types.LogItem attribute) messages (opik.rest_api.types.LlmAsJudgeCode attribute) (opik.rest_api.types.LlmAsJudgeCodePublic attribute) (opik.rest_api.types.LlmAsJudgeCodeWrite attribute) metadata (opik.api_objects.prompt.prompt.Prompt property) (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.evaluation.metrics.score_result.ScoreResult attribute) (opik.Prompt property) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceWrite attribute) metric (opik.rest_api.types.UserDefinedMetricPythonCode attribute) (opik.rest_api.types.UserDefinedMetricPythonCodePublic attribute) (opik.rest_api.types.UserDefinedMetricPythonCodeWrite attribute) metric_type (opik.rest_api.types.ProjectMetricResponsePublic attribute) metrics_summary() (opik.rest_api.workspaces.client.WorkspacesClient method) mime_type (opik.rest_api.types.Attachment attribute) (opik.rest_api.types.CompleteMultipartUploadRequest attribute) min (opik.rest_api.types.NumericalFeedbackDetail attribute) (opik.rest_api.types.NumericalFeedbackDetailCreate attribute) (opik.rest_api.types.NumericalFeedbackDetailPublic attribute) (opik.rest_api.types.NumericalFeedbackDetailUpdate attribute) model (opik.api_objects.span.SpanData attribute) (opik.rest_api.types.ChatCompletionResponse attribute) (opik.rest_api.types.LlmAsJudgeCode attribute) (opik.rest_api.types.LlmAsJudgeCodePublic attribute) (opik.rest_api.types.LlmAsJudgeCodeWrite attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) model_config (opik.guardrails.schemas.ValidationResponse attribute) (opik.rest_api.types.AssistantMessage attribute) (opik.rest_api.types.Attachment attribute) (opik.rest_api.types.AttachmentPage attribute) (opik.rest_api.types.AutomationRuleEvaluator_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluator_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorLlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorLlmAsJudgePublic attribute) (opik.rest_api.types.AutomationRuleEvaluatorLlmAsJudgeWrite attribute) (opik.rest_api.types.AutomationRuleEvaluatorObjectPublic_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorObjectPublic_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorPagePublic attribute) (opik.rest_api.types.AutomationRuleEvaluatorPublic_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorPublic_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdate_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdate_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdateLlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdateUserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUserDefinedMetricPythonPublic attribute) (opik.rest_api.types.AutomationRuleEvaluatorUserDefinedMetricPythonWrite attribute) (opik.rest_api.types.AutomationRuleEvaluatorWrite_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorWrite_UserDefinedMetricPython attribute) (opik.rest_api.types.AvgValueStatPublic attribute) (opik.rest_api.types.BatchDelete attribute) (opik.rest_api.types.BiInformation attribute) (opik.rest_api.types.BiInformationResponse attribute) (opik.rest_api.types.CategoricalFeedbackDefinition attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionCreate attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionPublic attribute) (opik.rest_api.types.CategoricalFeedbackDefinitionUpdate attribute) (opik.rest_api.types.CategoricalFeedbackDetail attribute) (opik.rest_api.types.CategoricalFeedbackDetailCreate attribute) (opik.rest_api.types.CategoricalFeedbackDetailPublic attribute) (opik.rest_api.types.CategoricalFeedbackDetailUpdate attribute) (opik.rest_api.types.ChatCompletionChoice attribute) (opik.rest_api.types.ChatCompletionResponse attribute) (opik.rest_api.types.Check attribute) (opik.rest_api.types.CheckPublic attribute) (opik.rest_api.types.ChunkedOutputJsonNode attribute) (opik.rest_api.types.ChunkedOutputJsonNodePublic attribute) (opik.rest_api.types.ChunkedOutputJsonNodePublicType attribute) (opik.rest_api.types.ChunkedOutputJsonNodeType attribute) (opik.rest_api.types.Column attribute) (opik.rest_api.types.ColumnCompare attribute) (opik.rest_api.types.ColumnPublic attribute) (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) (opik.rest_api.types.CompleteMultipartUploadRequest attribute) (opik.rest_api.types.CompletionTokensDetails attribute) (opik.rest_api.types.CountValueStatPublic attribute) (opik.rest_api.types.DataPointNumberPublic attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemBatch attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPageCompare attribute) (opik.rest_api.types.DatasetItemPagePublic attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetItemWrite attribute) (opik.rest_api.types.DatasetPagePublic attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.DeleteAttachmentsRequest attribute) (opik.rest_api.types.DeleteFeedbackScore attribute) (opik.rest_api.types.DeleteIdsHolder attribute) (opik.rest_api.types.Delta attribute) (opik.rest_api.types.ErrorCountWithDeviation attribute) (opik.rest_api.types.ErrorCountWithDeviationDetailed attribute) (opik.rest_api.types.ErrorInfo attribute) (opik.rest_api.types.ErrorInfoExperimentItemBulkWriteView attribute) (opik.rest_api.types.ErrorInfoPublic attribute) (opik.rest_api.types.ErrorInfoWrite attribute) (opik.rest_api.types.ErrorMessage attribute) (opik.rest_api.types.ErrorMessageDetail attribute) (opik.rest_api.types.ErrorMessageDetailed attribute) (opik.rest_api.types.ErrorMessagePublic attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemBulkRecord attribute) (opik.rest_api.types.ExperimentItemBulkRecordExperimentItemBulkWriteView attribute) (opik.rest_api.types.ExperimentItemBulkUpload attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.ExperimentPagePublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackCreate_Categorical attribute) (opik.rest_api.types.FeedbackCreate_Numerical attribute) (opik.rest_api.types.FeedbackDefinitionPagePublic attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreAverage attribute) (opik.rest_api.types.FeedbackScoreAverageDetailed attribute) (opik.rest_api.types.FeedbackScoreAveragePublic attribute) (opik.rest_api.types.FeedbackScoreBatch attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScoreNames attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.FeedbackUpdate_Categorical attribute) (opik.rest_api.types.FeedbackUpdate_Numerical attribute) (opik.rest_api.types.Function attribute) (opik.rest_api.types.FunctionCall attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailBatch attribute) (opik.rest_api.types.GuardrailsValidation attribute) (opik.rest_api.types.GuardrailsValidationPublic attribute) (opik.rest_api.types.GuardrailWrite attribute) (opik.rest_api.types.JsonSchema attribute) (opik.rest_api.types.LlmAsJudgeCode attribute) (opik.rest_api.types.LlmAsJudgeCodePublic attribute) (opik.rest_api.types.LlmAsJudgeCodeWrite attribute) (opik.rest_api.types.LlmAsJudgeMessage attribute) (opik.rest_api.types.LlmAsJudgeMessagePublic attribute) (opik.rest_api.types.LlmAsJudgeMessageWrite attribute) (opik.rest_api.types.LlmAsJudgeModelParameters attribute) (opik.rest_api.types.LlmAsJudgeModelParametersPublic attribute) (opik.rest_api.types.LlmAsJudgeModelParametersWrite attribute) (opik.rest_api.types.LlmAsJudgeOutputSchema attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaPublic attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaWrite attribute) (opik.rest_api.types.LogItem attribute) (opik.rest_api.types.LogPage attribute) (opik.rest_api.types.MultipartUploadPart attribute) (opik.rest_api.types.NumericalFeedbackDefinition attribute) (opik.rest_api.types.NumericalFeedbackDefinitionCreate attribute) (opik.rest_api.types.NumericalFeedbackDefinitionPublic attribute) (opik.rest_api.types.NumericalFeedbackDefinitionUpdate attribute) (opik.rest_api.types.NumericalFeedbackDetail attribute) (opik.rest_api.types.NumericalFeedbackDetailCreate attribute) (opik.rest_api.types.NumericalFeedbackDetailPublic attribute) (opik.rest_api.types.NumericalFeedbackDetailUpdate attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPagePublic attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) (opik.rest_api.types.PageColumns attribute) (opik.rest_api.types.PercentageValues attribute) (opik.rest_api.types.PercentageValuesDetailed attribute) (opik.rest_api.types.PercentageValuesPublic attribute) (opik.rest_api.types.PercentageValueStatPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectMetricResponsePublic attribute) (opik.rest_api.types.ProjectPagePublic attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Avg attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Count attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Percentage attribute) (opik.rest_api.types.ProjectStatsPublic attribute) (opik.rest_api.types.ProjectStatsSummary attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPagePublic attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.PromptTokensDetails attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionLink attribute) (opik.rest_api.types.PromptVersionLinkPublic attribute) (opik.rest_api.types.PromptVersionLinkWrite attribute) (opik.rest_api.types.PromptVersionPagePublic attribute) (opik.rest_api.types.PromptVersionPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPagePublic attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.ResponseFormat attribute) (opik.rest_api.types.Result attribute) (opik.rest_api.types.ResultsNumberPublic attribute) (opik.rest_api.types.ScoreName attribute) (opik.rest_api.types.ServiceTogglesConfig attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanBatch attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanFilterPublic attribute) (opik.rest_api.types.SpanPagePublic attribute) (opik.rest_api.types.SpansCountResponse attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.StartMultipartUploadResponse attribute) (opik.rest_api.types.StreamOptions attribute) (opik.rest_api.types.Tool attribute) (opik.rest_api.types.ToolCall attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceBatch attribute) (opik.rest_api.types.TraceCountResponse attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceFilterPublic attribute) (opik.rest_api.types.TracePagePublic attribute) (opik.rest_api.types.TraceThread attribute) (opik.rest_api.types.TraceThreadIdentifier attribute) (opik.rest_api.types.TraceThreadPage attribute) (opik.rest_api.types.TraceWrite attribute) (opik.rest_api.types.Usage attribute) (opik.rest_api.types.UserDefinedMetricPythonCode attribute) (opik.rest_api.types.UserDefinedMetricPythonCodePublic attribute) (opik.rest_api.types.UserDefinedMetricPythonCodeWrite attribute) (opik.rest_api.types.WorkspaceMetricsSummaryResponse attribute) (opik.rest_api.types.WorkspaceNameHolder attribute) (opik.rest_api.types.WorkspaceSpansCount attribute) (opik.rest_api.types.WorkspaceTraceCount attribute)

Moderation (class in opik.evaluation.metrics) module opik.guardrails.guardrail opik.guardrails.guards.pii opik.guardrails.guards.topic opik.rest_api.types most_recent_experiment_at (opik.rest_api.types.DatasetPublic attribute) most_recent_optimization_at (opik.rest_api.types.DatasetPublic attribute) MultipartUploadPart (class in opik.rest_api.types)

N

name (opik.api_objects.experiment.experiment.Experiment property) (opik.api_objects.prompt.prompt.Prompt property) (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.Dataset property) (opik.evaluation.metrics.score_result.ScoreResult attribute) (opik.Prompt property) (opik.rest_api.types.AssistantMessage attribute) (opik.rest_api.types.Check attribute) (opik.rest_api.types.CheckPublic attribute) (opik.rest_api.types.Column attribute) (opik.rest_api.types.ColumnCompare attribute) (opik.rest_api.types.ColumnPublic attribute) (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.DeleteFeedbackScore attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreAverage attribute) (opik.rest_api.types.FeedbackScoreAverageDetailed attribute) (opik.rest_api.types.FeedbackScoreAveragePublic attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.Function attribute) (opik.rest_api.types.FunctionCall attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) (opik.rest_api.types.JsonSchema attribute) (opik.rest_api.types.LlmAsJudgeModelParameters attribute) (opik.rest_api.types.LlmAsJudgeModelParametersPublic attribute) (opik.rest_api.types.LlmAsJudgeModelParametersWrite attribute) (opik.rest_api.types.LlmAsJudgeOutputSchema attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaPublic attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaWrite attribute) (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.Result attribute) (opik.rest_api.types.ResultsNumberPublic attribute) (opik.rest_api.types.ScoreName attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceWrite attribute) (opik.types.FeedbackScoreDict attribute)

num_trials (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) number_of_messages (opik.rest_api.types.TraceThread attribute) NumericalFeedbackDefinition (class in opik.rest_api.types) NumericalFeedbackDefinitionCreate (class in opik.rest_api.types) NumericalFeedbackDefinitionPublic (class in opik.rest_api.types) NumericalFeedbackDefinitionUpdate (class in opik.rest_api.types) NumericalFeedbackDetail (class in opik.rest_api.types) NumericalFeedbackDetailCreate (class in opik.rest_api.types) NumericalFeedbackDetailPublic (class in opik.rest_api.types) NumericalFeedbackDetailUpdate (class in opik.rest_api.types)

O

objective_name (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) on_chat_model_start() (opik.integrations.langchain.OpikTracer method) on_lm_end() (opik.integrations.dspy.OpikCallback method) on_lm_start() (opik.integrations.dspy.OpikCallback method) on_module_end() (opik.integrations.dspy.OpikCallback method) on_module_start() (opik.integrations.dspy.OpikCallback method) on_tool_end() (opik.integrations.dspy.OpikCallback method) on_tool_start() (opik.integrations.dspy.OpikCallback method) open_trace_thread() (opik.rest_api.traces.client.TracesClient method) OpenTelemetryIngestionClient (class in opik.rest_api.open_telemetry_ingestion.client) operator (opik.rest_api.types.SpanFilterPublic attribute) (opik.rest_api.types.TraceFilterPublic attribute) Opik (class in opik) opik command line option --version -v opik-configure command line option --use-local --use_local --yes -y opik-healthcheck command line option --show-installed-packages opik-proxy command line option --host --lm-studio --lm-studio-host --ollama --ollama-host --port

opik.guardrails.guardrail module opik.guardrails.guards.pii module opik.guardrails.guards.topic module opik.rest_api.types module opik_parent_span_id (opik.types.DistributedTraceHeadersDict attribute) opik_trace_id (opik.types.DistributedTraceHeadersDict attribute) OpikBaseModel (class in opik.evaluation.models) OpikCallback (class in opik.integrations.dspy) OpikConnector (class in opik.integrations.haystack) OpikTracer (class in opik.integrations.adk) (class in opik.integrations.langchain) Optimization (class in opik.rest_api.types) optimization_count (opik.rest_api.types.DatasetPublic attribute) optimization_id (opik.rest_api.types.ExperimentPublic attribute) OptimizationPagePublic (class in opik.rest_api.types) OptimizationPublic (class in opik.rest_api.types) optimizations_redirect() (opik.rest_api.redirect.client.RedirectClient method) OptimizationsClient (class in opik.rest_api.optimizations.client) OptimizationWrite (class in opik.rest_api.types) output (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceWrite attribute)

P

p_50 (opik.rest_api.types.PercentageValues attribute) (opik.rest_api.types.PercentageValuesDetailed attribute) (opik.rest_api.types.PercentageValuesPublic attribute) p_90 (opik.rest_api.types.PercentageValues attribute) (opik.rest_api.types.PercentageValuesDetailed attribute) (opik.rest_api.types.PercentageValuesPublic attribute) p_99 (opik.rest_api.types.PercentageValues attribute) (opik.rest_api.types.PercentageValuesDetailed attribute) (opik.rest_api.types.PercentageValuesPublic attribute) page (opik.rest_api.types.AttachmentPage attribute) (opik.rest_api.types.AutomationRuleEvaluatorPagePublic attribute) (opik.rest_api.types.DatasetItemPageCompare attribute) (opik.rest_api.types.DatasetItemPagePublic attribute) (opik.rest_api.types.DatasetPagePublic attribute) (opik.rest_api.types.ExperimentPagePublic attribute) (opik.rest_api.types.FeedbackDefinitionPagePublic attribute) (opik.rest_api.types.LogPage attribute) (opik.rest_api.types.OptimizationPagePublic attribute) (opik.rest_api.types.ProjectPagePublic attribute) (opik.rest_api.types.PromptPagePublic attribute) (opik.rest_api.types.PromptVersionPagePublic attribute) (opik.rest_api.types.SpanPagePublic attribute) (opik.rest_api.types.TracePagePublic attribute) (opik.rest_api.types.TraceThreadPage attribute) PageColumns (class in opik.rest_api.types) parameters (opik.rest_api.types.Function attribute) parent_span_id (opik.api_objects.span.SpanData attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) part_number (opik.rest_api.types.MultipartUploadPart attribute) PercentageValues (class in opik.rest_api.types) PercentageValuesDetailed (class in opik.rest_api.types) PercentageValuesPublic (class in opik.rest_api.types) PercentageValueStatPublic (class in opik.rest_api.types) PII (class in opik.guardrails.guards.pii) pre_sign_urls (opik.rest_api.types.StartMultipartUploadResponse attribute) previous (opik.rest_api.types.Result attribute) project_id (opik.rest_api.types.ProjectMetricResponsePublic attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceThread attribute) (opik.rest_api.types.TraceThreadIdentifier attribute) project_name (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.CompleteMultipartUploadRequest attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceThreadIdentifier attribute) (opik.rest_api.types.TraceWrite attribute)

ProjectDetailed (class in opik.rest_api.types) ProjectMetricResponsePublic (class in opik.rest_api.types) ProjectPagePublic (class in opik.rest_api.types) ProjectPublic (class in opik.rest_api.types) projects_redirect() (opik.rest_api.redirect.client.RedirectClient method) ProjectsClient (class in opik.rest_api.projects.client) ProjectStatItemObjectPublic_Avg (class in opik.rest_api.types) ProjectStatItemObjectPublic_Count (class in opik.rest_api.types) ProjectStatItemObjectPublic_Percentage (class in opik.rest_api.types) ProjectStatsPublic (class in opik.rest_api.types) ProjectStatsSummary (class in opik.rest_api.types) ProjectStatsSummaryItem (class in opik.rest_api.types) Prompt (class in opik) (class in opik.api_objects.prompt.prompt) prompt (opik.api_objects.prompt.prompt.Prompt property) (opik.Prompt property) prompt_id (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionLink attribute) (opik.rest_api.types.PromptVersionLinkPublic attribute) (opik.rest_api.types.PromptVersionPublic attribute) prompt_tokens (opik.rest_api.types.Usage attribute) prompt_tokens_details (opik.rest_api.types.Usage attribute) prompt_version (opik.rest_api.types.ExperimentPublic attribute) prompt_versions (opik.rest_api.types.ExperimentPublic attribute) PromptDetail (class in opik.rest_api.types) PromptPagePublic (class in opik.rest_api.types) PromptPublic (class in opik.rest_api.types) PromptsClient (class in opik.rest_api.prompts.client) PromptTokensDetails (class in opik.rest_api.types) PromptVersion (class in opik.rest_api.types) PromptVersionDetail (class in opik.rest_api.types) PromptVersionLink (class in opik.rest_api.types) PromptVersionLinkPublic (class in opik.rest_api.types) PromptVersionLinkWrite (class in opik.rest_api.types) PromptVersionPagePublic (class in opik.rest_api.types) PromptVersionPublic (class in opik.rest_api.types) provider (opik.api_objects.span.SpanData attribute) (opik.rest_api.types.ProviderApiKey attribute) (opik.rest_api.types.ProviderApiKeyPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) ProviderApiKey (class in opik.rest_api.types) ProviderApiKeyPagePublic (class in opik.rest_api.types) ProviderApiKeyPublic (class in opik.rest_api.types) python_evaluator_enabled (opik.rest_api.types.ServiceTogglesConfig attribute)

R

read_jsonl_from_file() (opik.Dataset method) reason (opik.evaluation.metrics.score_result.ScoreResult attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.types.FeedbackScoreDict attribute) reasoning_tokens (opik.rest_api.types.CompletionTokensDetails attribute) receive_protobuf_traces() (opik.rest_api.open_telemetry_ingestion.client.OpenTelemetryIngestionClient method) RedirectClient (class in opik.rest_api.redirect.client) refusal (opik.rest_api.types.AssistantMessage attribute) RegexMatch (class in opik.evaluation.metrics) ResponseFormat (class in opik.rest_api.types) rest_client (opik.Opik property) Result (class in opik.rest_api.types)

result (opik.rest_api.types.Check attribute) (opik.rest_api.types.CheckPublic attribute) (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) results (opik.rest_api.types.ProjectMetricResponsePublic attribute) (opik.rest_api.types.WorkspaceMetricsSummaryResponse attribute) ResultsNumberPublic (class in opik.rest_api.types) retrieve_project() (opik.rest_api.projects.client.ProjectsClient method) retrieve_prompt_version() (opik.rest_api.prompts.client.PromptsClient method) role (opik.rest_api.types.AssistantMessage attribute) (opik.rest_api.types.Delta attribute) (opik.rest_api.types.LlmAsJudgeMessage attribute) (opik.rest_api.types.LlmAsJudgeMessagePublic attribute) (opik.rest_api.types.LlmAsJudgeMessageWrite attribute) rule_id (opik.rest_api.types.LogItem attribute) run() (opik.integrations.haystack.OpikConnector method)

S

schema_ (opik.rest_api.types.JsonSchema attribute) (opik.rest_api.types.LlmAsJudgeCode attribute) (opik.rest_api.types.LlmAsJudgeCodePublic attribute) (opik.rest_api.types.LlmAsJudgeCodeWrite attribute) score() (opik.evaluation.metrics.AnswerRelevance method) (opik.evaluation.metrics.BaseMetric method) (opik.evaluation.metrics.Contains method) (opik.evaluation.metrics.ContextPrecision method) (opik.evaluation.metrics.ContextRecall method) (opik.evaluation.metrics.Equals method) (opik.evaluation.metrics.GEval method) (opik.evaluation.metrics.Hallucination method) (opik.evaluation.metrics.IsJson method) (opik.evaluation.metrics.LevenshteinRatio method) (opik.evaluation.metrics.Moderation method) (opik.evaluation.metrics.RegexMatch method) score_batch_of_spans() (opik.rest_api.spans.client.SpansClient method) score_batch_of_traces() (opik.rest_api.traces.client.TracesClient method) ScoreName (class in opik.rest_api.types) ScoreResult (class in opik.evaluation.metrics.score_result) scores (opik.rest_api.types.FeedbackScoreBatch attribute) (opik.rest_api.types.FeedbackScoreNames attribute) scoring_failed (opik.evaluation.metrics.score_result.ScoreResult attribute) search_spans() (opik.Opik method) (opik.rest_api.spans.client.SpansClient method) search_traces() (opik.Opik method) (opik.rest_api.traces.client.TracesClient method) secondary_id (opik.rest_api.types.Guardrail attribute) (opik.rest_api.types.GuardrailWrite attribute) service_tier (opik.rest_api.types.ChatCompletionResponse attribute) ServiceTogglesClient (class in opik.rest_api.service_toggles.client) ServiceTogglesConfig (class in opik.rest_api.types) size (opik.rest_api.types.AttachmentPage attribute) (opik.rest_api.types.AutomationRuleEvaluatorPagePublic attribute) (opik.rest_api.types.DatasetItemPageCompare attribute) (opik.rest_api.types.DatasetItemPagePublic attribute) (opik.rest_api.types.DatasetPagePublic attribute) (opik.rest_api.types.ExperimentPagePublic attribute) (opik.rest_api.types.FeedbackDefinitionPagePublic attribute) (opik.rest_api.types.LogPage attribute) (opik.rest_api.types.OptimizationPagePublic attribute) (opik.rest_api.types.ProjectPagePublic attribute) (opik.rest_api.types.PromptPagePublic attribute) (opik.rest_api.types.PromptVersionPagePublic attribute) (opik.rest_api.types.ProviderApiKeyPagePublic attribute) (opik.rest_api.types.SpanPagePublic attribute) (opik.rest_api.types.TracePagePublic attribute) (opik.rest_api.types.TraceThreadPage attribute) sortable_by (opik.rest_api.types.AttachmentPage attribute) (opik.rest_api.types.ExperimentPagePublic attribute) (opik.rest_api.types.OptimizationPagePublic attribute) (opik.rest_api.types.ProjectPagePublic attribute) (opik.rest_api.types.ProviderApiKeyPagePublic attribute) (opik.rest_api.types.SpanPagePublic attribute) (opik.rest_api.types.TracePagePublic attribute) (opik.rest_api.types.TraceThreadPage attribute) source (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetItemWrite attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute)

Span (class in opik.api_objects.span) span() (opik.api_objects.span.Span method) (opik.api_objects.trace.Trace method) (opik.Opik method) span_count (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.WorkspaceSpansCount attribute) span_id (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetItemWrite attribute) (opik.rest_api.types.GuardrailsValidation attribute) (opik.rest_api.types.GuardrailsValidationPublic attribute) SpanBatch (class in opik.rest_api.types) SpanData (class in opik.api_objects.span) SpanExperimentItemBulkWriteView (class in opik.rest_api.types) SpanFilterPublic (class in opik.rest_api.types) SpanPagePublic (class in opik.rest_api.types) SpanPublic (class in opik.rest_api.types.span_public) spans (opik.rest_api.types.ExperimentItemBulkRecord attribute) (opik.rest_api.types.ExperimentItemBulkRecordExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanBatch attribute) SpansClient (class in opik.rest_api.spans.client) SpansCountResponse (class in opik.rest_api.types) SpanWrite (class in opik.rest_api.types) start_multi_part_upload() (opik.rest_api.attachments.client.AttachmentsClient method) start_time (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceThread attribute) (opik.rest_api.types.TraceWrite attribute) StartMultipartUploadResponse (class in opik.rest_api.types) stats (opik.rest_api.types.ProjectStatsPublic attribute) status (opik.rest_api.types.Optimization attribute) (opik.rest_api.types.OptimizationPublic attribute) (opik.rest_api.types.OptimizationWrite attribute) store_llm_provider_api_key() (opik.rest_api.llm_provider_key.client.LlmProviderKeyClient method) stream_dataset_items() (opik.rest_api.datasets.client.DatasetsClient method) stream_experiment_items() (opik.rest_api.experiments.client.ExperimentsClient method) stream_experiments() (opik.rest_api.experiments.client.ExperimentsClient method) StreamOptions (class in opik.rest_api.types) strict (opik.rest_api.types.Function attribute) (opik.rest_api.types.JsonSchema attribute) supported_params (opik.evaluation.models.LiteLLMChatModel property) system_fingerprint (opik.rest_api.types.ChatCompletionResponse attribute) SystemUsageClient (class in opik.rest_api.system_usage.client)

T

tags (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceWrite attribute) temperature (opik.rest_api.types.LlmAsJudgeModelParameters attribute) (opik.rest_api.types.LlmAsJudgeModelParametersPublic attribute) (opik.rest_api.types.LlmAsJudgeModelParametersWrite attribute) template (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionPublic attribute) text (opik.rest_api.types.Comment attribute) (opik.rest_api.types.CommentCompare attribute) (opik.rest_api.types.CommentPublic attribute) thread_id (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceExperimentItemBulkWriteView attribute) (opik.rest_api.types.TraceThreadIdentifier attribute) (opik.rest_api.types.TraceWrite attribute) time (opik.rest_api.types.DataPointNumberPublic attribute) timestamp (opik.rest_api.types.LogItem attribute) to_json() (opik.Dataset method) to_pandas() (opik.Dataset method) Tool (class in opik.rest_api.types) tool_calls (opik.rest_api.types.AssistantMessage attribute) (opik.rest_api.types.Delta attribute) ToolCall (class in opik.rest_api.types) Topic (class in opik.guardrails.guards.topic) total (opik.rest_api.types.AttachmentPage attribute) (opik.rest_api.types.AutomationRuleEvaluatorPagePublic attribute) (opik.rest_api.types.DatasetItemPageCompare attribute) (opik.rest_api.types.DatasetItemPagePublic attribute) (opik.rest_api.types.DatasetPagePublic attribute) (opik.rest_api.types.ExperimentPagePublic attribute) (opik.rest_api.types.FeedbackDefinitionPagePublic attribute) (opik.rest_api.types.LogPage attribute) (opik.rest_api.types.OptimizationPagePublic attribute) (opik.rest_api.types.ProjectPagePublic attribute) (opik.rest_api.types.PromptPagePublic attribute) (opik.rest_api.types.PromptVersionPagePublic attribute) (opik.rest_api.types.ProviderApiKeyPagePublic attribute) (opik.rest_api.types.SpanPagePublic attribute) (opik.rest_api.types.TracePagePublic attribute) (opik.rest_api.types.TraceThreadPage attribute) total_cost (opik.api_objects.span.SpanData attribute) total_estimated_cost (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceThread attribute) total_estimated_cost_avg (opik.rest_api.types.ExperimentPublic attribute) total_estimated_cost_sum (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) total_estimated_cost_version (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) total_tokens (opik.rest_api.types.Usage attribute) Trace (class in opik.api_objects.trace) trace (opik.rest_api.types.ExperimentItemBulkRecord attribute) (opik.rest_api.types.ExperimentItemBulkRecordExperimentItemBulkWriteView attribute) trace() (opik.Opik method) trace_count (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.WorkspaceTraceCount attribute) trace_id (opik.api_objects.experiment.experiment_item.ExperimentItemContent attribute) (opik.api_objects.experiment.experiment_item.ExperimentItemReferences attribute) (opik.api_objects.span.SpanData attribute) (opik.rest_api.types.DatasetItem attribute) (opik.rest_api.types.DatasetItemCompare attribute) (opik.rest_api.types.DatasetItemPublic attribute) (opik.rest_api.types.DatasetItemWrite attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanWrite attribute)

trace_visibility_mode (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentItemPublic attribute) traceback (opik.rest_api.types.ErrorInfo attribute) (opik.rest_api.types.ErrorInfoExperimentItemBulkWriteView attribute) (opik.rest_api.types.ErrorInfoPublic attribute) (opik.rest_api.types.ErrorInfoWrite attribute) TraceBatch (class in opik.rest_api.types) TraceCountResponse (class in opik.rest_api.types) TraceData (class in opik.api_objects.trace) TraceExperimentItemBulkWriteView (class in opik.rest_api.types) TraceFilterPublic (class in opik.rest_api.types) TracePagePublic (class in opik.rest_api.types) TracePublic (class in opik.rest_api.types.trace_public) traces (opik.rest_api.types.TraceBatch attribute) TracesClient (class in opik.rest_api.traces.client) TraceThread (class in opik.rest_api.types) TraceThreadIdentifier (class in opik.rest_api.types) TraceThreadPage (class in opik.rest_api.types) TraceWrite (class in opik.rest_api.types) track() (in module opik) track_adk_agent_recursive() (in module opik.integrations.adk) track_anthropic() (in module opik.integrations.anthropic) track_bedrock() (in module opik.integrations.bedrock) track_crewai() (in module opik.integrations.crewai) track_guardrails() (in module opik.integrations.guardrails) track_openai() (in module opik.integrations.openai) type (opik.api_objects.prompt.prompt.Prompt property) (opik.api_objects.span.SpanData attribute) (opik.Prompt property) (opik.rest_api.types.AutomationRuleEvaluator_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluator_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorObjectPublic_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorObjectPublic_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorPublic_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorPublic_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdate_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorUpdate_UserDefinedMetricPython attribute) (opik.rest_api.types.AutomationRuleEvaluatorWrite_LlmAsJudge attribute) (opik.rest_api.types.AutomationRuleEvaluatorWrite_UserDefinedMetricPython attribute) (opik.rest_api.types.ChunkedOutputJsonNode attribute) (opik.rest_api.types.ChunkedOutputJsonNodePublic attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.Feedback_Categorical attribute) (opik.rest_api.types.Feedback_Numerical attribute) (opik.rest_api.types.FeedbackCreate_Categorical attribute) (opik.rest_api.types.FeedbackCreate_Numerical attribute) (opik.rest_api.types.FeedbackObjectPublic_Categorical attribute) (opik.rest_api.types.FeedbackObjectPublic_Numerical attribute) (opik.rest_api.types.FeedbackPublic_Categorical attribute) (opik.rest_api.types.FeedbackPublic_Numerical attribute) (opik.rest_api.types.FeedbackUpdate_Categorical attribute) (opik.rest_api.types.FeedbackUpdate_Numerical attribute) (opik.rest_api.types.LlmAsJudgeOutputSchema attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaPublic attribute) (opik.rest_api.types.LlmAsJudgeOutputSchemaWrite attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Avg attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Count attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Percentage attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) (opik.rest_api.types.PromptVersionPublic attribute) (opik.rest_api.types.ResponseFormat attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.Tool attribute) (opik.rest_api.types.ToolCall attribute) type_name (opik.rest_api.types.ChunkedOutputJsonNodePublicType attribute) (opik.rest_api.types.ChunkedOutputJsonNodeType attribute) types (opik.rest_api.types.Column attribute) (opik.rest_api.types.ColumnCompare attribute) (opik.rest_api.types.ColumnPublic attribute)

U

update() (opik.api_objects.span.Span method) (opik.api_objects.span.SpanData method) (opik.api_objects.trace.Trace method) (opik.api_objects.trace.TraceData method) (opik.Dataset method) update_automation_rule_evaluator() (opik.rest_api.automation_rule_evaluators.client.AutomationRuleEvaluatorsClient method) update_current_span() (in module opik.opik_context) update_current_trace() (in module opik.opik_context) update_dataset() (opik.rest_api.datasets.client.DatasetsClient method) update_feedback_definition() (opik.rest_api.feedback_definitions.client.FeedbackDefinitionsClient method) update_llm_provider_api_key() (opik.rest_api.llm_provider_key.client.LlmProviderKeyClient method) update_optimizations_by_id() (opik.rest_api.optimizations.client.OptimizationsClient method) update_project() (opik.rest_api.projects.client.ProjectsClient method) update_prompt() (opik.rest_api.prompts.client.PromptsClient method) update_span() (opik.rest_api.spans.client.SpansClient method) update_span_comment() (opik.rest_api.spans.client.SpansClient method) update_trace() (opik.rest_api.traces.client.TracesClient method) update_trace_comment() (opik.rest_api.traces.client.TracesClient method) upload_attachment() (opik.rest_api.attachments.client.AttachmentsClient method) upload_id (opik.rest_api.types.CompleteMultipartUploadRequest attribute) (opik.rest_api.types.StartMultipartUploadResponse attribute)

uploaded_file_parts (opik.rest_api.types.CompleteMultipartUploadRequest attribute) upsert_optimization() (opik.rest_api.optimizations.client.OptimizationsClient method) Usage (class in opik.rest_api.types) usage (opik.api_objects.span.SpanData attribute) (opik.rest_api.types.ChatCompletionResponse attribute) (opik.rest_api.types.ExperimentItem attribute) (opik.rest_api.types.ExperimentItemCompare attribute) (opik.rest_api.types.ExperimentPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectStatsSummaryItem attribute) (opik.rest_api.types.span_public.SpanPublic attribute) (opik.rest_api.types.SpanExperimentItemBulkWriteView attribute) (opik.rest_api.types.SpanWrite attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.rest_api.types.TraceThread attribute) user (opik.rest_api.types.BiInformation attribute) UserDefinedMetricPythonCode (class in opik.rest_api.types) UserDefinedMetricPythonCodePublic (class in opik.rest_api.types) UserDefinedMetricPythonCodeWrite (class in opik.rest_api.types)

V

validate() (opik.guardrails.guardrail.Guardrail method) validation_passed (opik.guardrails.schemas.ValidationResponse attribute) ValidationResponse (class in opik.guardrails.schemas) validations (opik.guardrails.schemas.ValidationResponse attribute) value (opik.evaluation.metrics.score_result.ScoreResult attribute) (opik.rest_api.types.AvgValueStatPublic attribute) (opik.rest_api.types.CountValueStatPublic attribute) (opik.rest_api.types.DataPointNumberPublic attribute) (opik.rest_api.types.FeedbackScore attribute) (opik.rest_api.types.FeedbackScoreAverage attribute) (opik.rest_api.types.FeedbackScoreAverageDetailed attribute) (opik.rest_api.types.FeedbackScoreAveragePublic attribute) (opik.rest_api.types.FeedbackScoreBatchItem attribute) (opik.rest_api.types.FeedbackScoreCompare attribute) (opik.rest_api.types.FeedbackScoreExperimentItemBulkWriteView attribute) (opik.rest_api.types.FeedbackScorePublic attribute) (opik.rest_api.types.PercentageValueStatPublic attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Avg attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Count attribute) (opik.rest_api.types.ProjectStatItemObjectPublic_Percentage attribute) (opik.rest_api.types.SpanFilterPublic attribute) (opik.rest_api.types.TraceFilterPublic attribute) (opik.types.FeedbackScoreDict attribute)

variables (opik.rest_api.types.LlmAsJudgeCode attribute) (opik.rest_api.types.LlmAsJudgeCodePublic attribute) (opik.rest_api.types.LlmAsJudgeCodeWrite attribute) (opik.rest_api.types.PromptVersion attribute) (opik.rest_api.types.PromptVersionDetail attribute) version_count (opik.rest_api.types.PromptDetail attribute) (opik.rest_api.types.PromptPublic attribute) visibility (opik.rest_api.types.DatasetPublic attribute) (opik.rest_api.types.ProjectDetailed attribute) (opik.rest_api.types.ProjectPublic attribute) visibility_mode (opik.rest_api.types.trace_public.TracePublic attribute)

W

workspace (opik.rest_api.types.WorkspaceSpansCount attribute) (opik.rest_api.types.WorkspaceTraceCount attribute) workspace_id (opik.rest_api.types.BiInformation attribute) workspace_name (opik.rest_api.types.WorkspaceNameHolder attribute) WorkspaceMetricsSummaryResponse (class in opik.rest_api.types)

WorkspaceNameHolder (class in opik.rest_api.types) workspaces_spans_count (opik.rest_api.types.SpansCountResponse attribute) workspaces_traces_count (opik.rest_api.types.TraceCountResponse attribute) WorkspacesClient (class in opik.rest_api.workspaces.client) WorkspaceSpansCount (class in opik.rest_api.types) WorkspaceTraceCount (class in opik.rest_api.types)