jev-search-and-rerank

Retrieve evidence for a particular query or campaign, preserve its provenance, and improve screening and ranking from attributable conversational feedback.

Experimental: fixture-tested integration pattern; production quality must be measured by the installing application. This is separate from durable classification of stored items.

Prerequisites

Read the application's search adapter instructions and its actual CLI help. Establish the source/account, retained-corpus coverage, private receipt store, semantic-inference budget, and supported feedback command. The host provides commands and persistence; this reusable procedure does not ship a search engine or assume a particular source system.

If the host lacks durable invocation logging, do not claim a learning loop. Return the limitation and implement that capability before enabling feedback-based adaptation.

Workflow