code wiki / recall
topic: recall
12 modules sharing the recall name family (derived from the tree's prefix discipline).
The 'recall' topic family in the Nishi sovereign ecosystem focuses on enhancing search and retrieval accuracy through a suite of interrelated modules. nx_recall_bench provides measured-lift evidence for recall performance, while nx_recall_dense delivers semantic reranking using a real shipped model. nx_recall_fuse integrates hybrid rank fusion to combine diverse signals, improving overall recall effectiveness.
auto-narrated by the local model from this topic's module headers; links verified against the wiki index.
narrated overview -- maintained by the narration lane, module links verified against this wiki.
| module | description | lines | funcs |
|---|---|---|---|
| nx_recall_bench.nx | the R1+R2 measured-lift bench AS A SERVICE (evidence-fork organ). | 92 | 6 |
| nx_recall_board.nx | the recall/search SOTA board as an MCP tool: honest liar-killed axes + | 73 | 7 |
| nx_recall_dense.nx | the SOVEREIGN dense/semantic reranker over the REAL shipped model. | 292 | 11 |
| nx_recall_eval.nx | the recall RULER as a service (R0 on MCP/API). Parse a ranked | 83 | 8 |
| nx_recall_fuse.nx | hybrid rank fusion for the recall pipeline: RRF-combine the | 57 | 2 |
| nx_recall_fuse_gate.nx | KAT + HONEST BENCH for nx_recall_fuse. | 65 | 1 |
| nx_recall_or_red_gate.nx | THE LOCK for the "recall-or-RED" guarantee (the no-unseen-repeat law). | 171 | 6 |
| nx_recall_prox.nx | serve-time TERM-PROXIMITY signal for the recall reranker. | 116 | 3 |
| nx_recall_prox_gate.nx | KAT for the serve-time proximity signal. | 54 | 3 |
| nx_recall_rerank.nx | the SOVEREIGN semantic reranker: score (query, doc) by dense | 56 | 2 |
| nx_recall_rerank_gate.nx | KAT + HONEST BENCH for the sovereign semantic reranker. | 68 | 1 |
| nx_recall_scale_gate.nx | SCALE-ENVELOPE gate for the recall stack (the F227 scale-law: | 70 | 1 |