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module cleanlab_codex.types.project

Types for Codex projects.

class ProjectConfig​

Type representing options that can be configured for a Codex project.

class ProjectConfig(TypedDict):
     clustering_use_llm_matching: 'bool'
     llm_matching_model: 'str'
     llm_matching_quality_preset: 'str'
     lower_llm_match_distance_threshold: 'float'
     max_distance: 'float'
     query_use_llm_matching: 'bool'
     upper_llm_match_distance_threshold: 'float'

property max_distance​

Distance threshold used to determine if two questions are similar when querying existing Entries in a project. The metric used is cosine distance. Valid threshold values range from 0 (identical vectors) to 1 (orthogonal vectors). While cosine distance can extend to 2 (opposite vectors), we limit this value to 1 since finding matches that are less similar than “unrelated” (orthogonal) content would not improve results of the system querying the Codex project.