Natnael B. Haile
Cursor
feat: complete IR Studio with Git LFS tracking for all binary assets and NFCorpus index
fbad523 | export type Paradigm = 'bm25' | 'dense' | 'splade' | 'rerank'; | |
| // Re-export corpus domain types | |
| export type * from './types/corpus'; | |
| export interface Document { | |
| id: string; | |
| title?: string; | |
| text: string; | |
| goldRelevance: number; // 0 = not relevant, 1 = relevant, 2 = highly relevant | |
| // Optional pre-computed or derived fields | |
| length?: number; | |
| termFreqs?: Record<string, number>; | |
| denseVector?: number[]; | |
| spladeTokens?: Record<string, number>; | |
| } | |
| export interface Query { | |
| id: string; | |
| text: string; | |
| dataset: 'MS MARCO Passage' | 'NFCorpus' | 'Custom'; | |
| denseVector?: number[]; | |
| spladeTokens?: Record<string, number>; | |
| relevantDocIds?: string[]; | |
| } | |
| export interface ScoredDoc { | |
| doc: Document; | |
| score: number; | |
| rank: number; | |
| scoreBreakdown?: { | |
| termContributions?: { | |
| term: string; | |
| tf: number; | |
| idf: number; | |
| numerator?: number; | |
| denominator?: number; | |
| contribution: number; | |
| }[]; | |
| vectorDotProduct?: { | |
| querySlice: number[]; | |
| docSlice: number[]; | |
| terms: number[]; | |
| dotProduct: number; | |
| model?: string; | |
| dim?: number; | |
| querySource?: string; | |
| docSource?: string; | |
| topDimensions?: { dim: number; q_val: number; d_val: number; product: number }[]; | |
| latencyMs?: number; | |
| positiveCount?: number; | |
| negativeCount?: number; | |
| positiveSum?: number; | |
| negativeSum?: number; | |
| }; | |
| spladeOverlap?: { | |
| term: string; | |
| qWeight: number; | |
| dWeight: number; | |
| product: number; | |
| }[]; | |
| spladeMeta?: { | |
| model?: string; | |
| totalActivatedDocTokens?: number; | |
| docMlmExpansionsCount?: number; | |
| docSource?: string; | |
| latencyMs?: number; | |
| }; | |
| rerankDelta?: number; | |
| rerankDetails?: { | |
| baseScore: number; | |
| baseRank?: number; | |
| crossAttentionLogit: number; | |
| relevanceProbability: number; | |
| rationale: string; | |
| jointTokens: { term: string; contextualRole: string; impact: 'positive' | 'neutral' | 'negative' }[]; | |
| scoringFormula?: string; | |
| }; | |
| explanation?: string; | |
| }; | |
| } | |
| export interface EvaluationMetrics { | |
| mrr10: number; | |
| ndcg10: number; | |
| precision1: number; | |
| recall10: number; | |
| reciprocalRank: number; | |
| firstRelevantRank?: number; | |
| } | |