Index

Symbols

--use_local opik-configure command line option --version opik command line option

-v opik command line option

_

__init__() (opik.api_objects.experiment.experiment.Experiment method) (opik.api_objects.experiment.experiment_item.ExperimentItem method) (opik.api_objects.prompt.prompt.Prompt method) (opik.api_objects.span.Span method) (opik.api_objects.trace.Trace method) (opik.Dataset method) (opik.Opik method) (opik.Prompt method)

A

AnswerRelevance (class in opik.evaluation.metrics) 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)

B

BaseMetric (class in opik.evaluation.metrics)

C

category_name (opik.types.FeedbackScoreDict attribute) clear() (opik.Dataset method) commit (opik.api_objects.prompt.prompt.Prompt property) (opik.Prompt property) completion_tokens (opik.types.UsageDict attribute) configure() (in module opik) Contains (class in opik.evaluation.metrics) ContextPrecision (class in opik.evaluation.metrics)

ContextRecall (class in opik.evaluation.metrics) create_dataset() (opik.Opik method) create_experiment() (opik.Opik method) create_prompt() (opik.Opik method) created_at (opik.rest_api.types.trace_public.TracePublic attribute) created_by (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute) created_traces() (opik.integrations.langchain.OpikTracer method)

D

Dataset (class in opik) dataset_item_id (opik.api_objects.experiment.experiment_item.ExperimentItem attribute) delete() (opik.Dataset method)

delete_dataset() (opik.Opik method) description (opik.Dataset property) dict() (opik.rest_api.types.trace_public.TracePublic method)

E

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.trace_public.TracePublic attribute)

Equals (class in opik.evaluation.metrics) evaluate() (in module opik.evaluation) evaluate_experiment() (in module opik.evaluation) Experiment (class in opik.api_objects.experiment.experiment) ExperimentItem (class in opik.api_objects.experiment.experiment_item) extra (opik.rest_api.types.trace_public.TracePublic.Config attribute)

F

feedback_scores (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute) FeedbackScoreDict (class in opik.types) flush() (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) frozen (opik.rest_api.types.trace_public.TracePublic.Config attribute)

G

get_current_span_data() (in module opik.opik_context) get_current_trace_data() (in module opik.opik_context) get_dataset() (opik.Opik method) get_distributed_trace_headers() (in module opik.opik_context) (opik.api_objects.span.Span method) get_items() (opik.Dataset method)

get_or_create_dataset() (opik.Opik method) get_project() (opik.Opik method) get_prompt() (opik.Opik method) get_span_content() (opik.Opik method) get_trace_content() (opik.Opik method) GEval (class in opik.evaluation.metrics)

H

Hallucination (class in opik.evaluation.metrics)

I

id (opik.api_objects.experiment.experiment_item.ExperimentItem attribute) (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.types.FeedbackScoreDict 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.trace_public.TracePublic attribute) insert() (opik.api_objects.experiment.experiment.Experiment method) (opik.Dataset method) insert_from_json() (opik.Dataset method) insert_from_pandas() (opik.Dataset method) IsJson (class in opik.evaluation.metrics)

J

json() (opik.rest_api.types.trace_public.TracePublic method)

json_encoders (opik.rest_api.types.trace_public.TracePublic.Config attribute)

L

last_updated_at (opik.rest_api.types.trace_public.TracePublic attribute) last_updated_by (opik.rest_api.types.trace_public.TracePublic attribute) LevenshteinRatio (class in opik.evaluation.metrics) LlamaIndexCallbackHandler() (in module opik.integrations.llama_index) llm_chain_of_thought (opik.evaluation.metrics.GEval property)

llm_unit (class in opik) 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)

M

metadata (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute)

Moderation (class in opik.evaluation.metrics)

N

name (opik.api_objects.prompt.prompt.Prompt property) (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.Dataset property) (opik.Prompt property) (opik.rest_api.types.trace_public.TracePublic attribute) (opik.types.FeedbackScoreDict attribute)

O

Opik (class in opik) opik command line option --version -v opik-configure command line option --use_local

OpikTracer (class in opik.integrations.langchain) output (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute)

P

parent_span_id (opik.api_objects.span.SpanData attribute) project_id (opik.rest_api.types.trace_public.TracePublic attribute) project_name (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute)

Prompt (class in opik) (class in opik.api_objects.prompt.prompt) prompt (opik.api_objects.prompt.prompt.Prompt property) (opik.Prompt property) prompt_tokens (opik.types.UsageDict attribute)

R

read_jsonl_from_file() (opik.Dataset method)

reason (opik.types.FeedbackScoreDict attribute) RegexMatch (class in opik.evaluation.metrics)

S

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)

search_spans() (opik.Opik method) search_traces() (opik.Opik method) smart_union (opik.rest_api.types.trace_public.TracePublic.Config attribute) Span (class in opik.api_objects.span) span() (opik.api_objects.span.Span method) (opik.api_objects.trace.Trace method) (opik.Opik method) SpanData (class in opik.api_objects.span) start_time (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute)

T

tags (opik.api_objects.span.SpanData attribute) (opik.api_objects.trace.TraceData attribute) (opik.rest_api.types.trace_public.TracePublic attribute) to_json() (opik.Dataset method) to_pandas() (opik.Dataset method) total_tokens (opik.types.UsageDict attribute) Trace (class in opik.api_objects.trace) trace() (opik.Opik method) trace_id (opik.api_objects.experiment.experiment_item.ExperimentItem attribute) (opik.api_objects.span.SpanData attribute)

TraceData (class in opik.api_objects.trace) TracePublic (class in opik.rest_api.types.trace_public) TracePublic.Config (class in opik.rest_api.types.trace_public) track() (in module opik) track_anthropic() (in module opik.integrations.anthropic) track_bedrock() (in module opik.integrations.bedrock) track_openai() (in module opik.integrations.openai) type (opik.api_objects.span.SpanData 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_current_span() (in module opik.opik_context) update_current_trace() (in module opik.opik_context) usage (opik.api_objects.span.SpanData attribute) (opik.rest_api.types.trace_public.TracePublic attribute) UsageDict (class in opik.types)

V

value (opik.types.FeedbackScoreDict attribute)