Module graph_assist 

Explicit graph-assisted inference ABI.

Graph retrieval is a cold/request-bound workload reducer, never an implicit token-kernel side effect. Results, token spans, and prefix-page identities are caller-buffered and separately accounted so model throughput cannot be relabelled as retrieval throughput.

Structs

GraphAssistPolicy

GraphQuery

GraphSelectionReceipt

PrefixIdentity

PrefixPageRegistry

Fixed-capacity prefix-page index. Lookup/insert/evict never allocate.

PrefixPageSet

Enums

GraphQueryError

RegistryError

Functions

derive_prefix_identity

Bind reusable KV pages to the exact model, tokenizer, graph scope/revision and selected facts.

query_graph_into

Select graph facts directly from the flat Quin store into caller-owned storage.