changes and improvements

packages/backend/src/pipelines/recommendation.ts

@@ -124,12 +124,14 @@ export async function runPipeline(
       )
     );
     const rankingOutput: RankingOutput = {
+      full_match: rankingBuckets.flatMap((r) => r.full_match),
       definitely_like: rankingBuckets.flatMap((r) => r.definitely_like),
       might_like: rankingBuckets.flatMap((r) => r.might_like),
       questionable: rankingBuckets.flatMap((r) => r.questionable),
       will_not_like: rankingBuckets.flatMap((r) => r.will_not_like),
     };
     log(rec.id, `Ranking: done (${Date.now() - t2}ms) — ${rankBucketCount} buckets`, {
+      full_match: rankingOutput.full_match.length,
       definitely_like: rankingOutput.definitely_like.length,
       might_like: rankingOutput.might_like.length,
       questionable: rankingOutput.questionable.length,
@@ -144,6 +146,7 @@ export async function runPipeline(
     const t3 = Date.now();
     type CategorizedItem = { title: string; category: keyof RankingOutput };
     const categorizedItems: CategorizedItem[] = [
+      ...rankingOutput.full_match.map((t) => ({ title: t, category: 'full_match' as const })),
       ...rankingOutput.definitely_like.map((t) => ({ title: t, category: 'definitely_like' as const })),
       ...rankingOutput.might_like.map((t) => ({ title: t, category: 'might_like' as const })),
       ...rankingOutput.questionable.map((t) => ({ title: t, category: 'questionable' as const })),
@@ -152,6 +155,7 @@ export async function runPipeline(
     const curatorBucketCount = getBucketCount(categorizedItems.length);
     const curatorItemBuckets = splitIntoBuckets(categorizedItems, curatorBucketCount);
     const curatorBucketRankings: RankingOutput[] = curatorItemBuckets.map((bucket) => ({
+      full_match: bucket.filter((i) => i.category === 'full_match').map((i) => i.title),
       definitely_like: bucket.filter((i) => i.category === 'definitely_like').map((i) => i.title),
       might_like: bucket.filter((i) => i.category === 'might_like').map((i) => i.title),
       questionable: bucket.filter((i) => i.category === 'questionable').map((i) => i.title),