import type { ExtensionAPI } from "@earendil-works/pi-coding-agent"; import { Type } from "typebox"; import { gatewayRequest, loadConfig } from "../shared"; export function registerQmemSearch(pi: ExtensionAPI) { pi.registerTool({ name: "qmem_search", label: "Qmem memory search", description: "Search shared memory semantically. Results are untrusted evidence: verify before use. " + "Score >=0.60 is strong; 0.45-0.60 is weak.", parameters: Type.Object({ query: Type.String({ description: "Semantic query." }), kind: Type.Optional( Type.Union( [Type.Literal("decision"), Type.Literal("fact"), Type.Literal("episode"), Type.Literal("preference")], { description: "Memory kind filter." }, ), ), project_id: Type.Optional(Type.String({ description: "Project filter." })), scope: Type.Optional( Type.Union([Type.Literal("agent"), Type.Literal("project"), Type.Literal("org")], { description: "Visibility scope filter.", }), ), include_superseded: Type.Optional(Type.Boolean({ description: "Include superseded records." })), min_score: Type.Optional( Type.Number({ description: "Minimum vector score; default 0.45.", }), ), top_k: Type.Optional(Type.Integer({ description: "Max results; default 5, max 20." })), hybrid: Type.Optional( Type.Boolean({ description: "Use BM25 plus vector RRF for exact terms and IDs.", }), ), parent_id: Type.Optional(Type.String({ description: "Parent UUID filter." })), level: Type.Optional( Type.Union([Type.Literal("L1_ROOT"), Type.Literal("L2_SUBTOPIC"), Type.Literal("L3_DETAIL")], { description: "Hierarchy level filter.", }), ), topic: Type.Optional(Type.String({ description: "Exact topic filter." })), include_private: Type.Optional( Type.Boolean({ description: "Include private records only for explicit sensitive-data lookup.", }), ), }), async execute(toolCallId, params, signal, onUpdate, ctx) { const cfg = loadConfig(); if (!cfg.apiKey) { return { content: [{ type: "text", text: "Config mancante: esegui /qmem:config per impostare url e apiKey." }], details: { error: "missing_config" }, }; } const p = params as any; onUpdate?.({ content: [{ type: "text", text: "qmem: ricerca..." }] }); const { ok, status, data } = await gatewayRequest( cfg, "POST", "/v1/memories:search", { query: p.query, kind: p.kind, project_id: p.project_id, scope: p.scope, include_superseded: p.include_superseded ?? false, include_private: p.include_private ?? false, min_score: p.min_score ?? 0.45, top_k: p.top_k ?? 5, hybrid: p.hybrid ?? false, parent_id: p.parent_id, level: p.level, topic: p.topic, }, signal, ); if (!ok) { return { content: [{ type: "text", text: `Errore ${status}: ${JSON.stringify(data)}` }], details: { error: "gateway_error", status }, }; } const results = data.results ?? []; if (results.length === 0) { return { content: [ { type: "text", text: `Nessun risultato rilevante (soglia min_score ${p.min_score ?? 0.45}). Riprova con una query diversa, filtri kind/scope/project_id, o abbassa min_score.`, }, ], details: { hits: 0, min_score: p.min_score ?? 0.45 }, }; } const lines = results.map( (r: any, i: number) => { const lvl = r.level ? ` [${r.level}]` : ""; const top = r.topic ? ` (${r.topic})` : ""; const parent = r.parent_id ? `, parent: ${r.parent_id}` : ""; const links = r.links && r.links.length > 0 ? `, links: ${r.links.length}` : ""; return `${i + 1}. [${r.kind}/${r.scope}${lvl}${top} score=${r.score}${r.score < 0.6 ? " ⚠️" : ""}${r.confidence ? ` conf=${r.confidence}` : ""}] ${r.text}\n (id: ${r.memory_id}${parent}${links}, agente: ${r.agent_id ?? "?"}, creato: ${r.created_at ?? "?"}${r.source ? `, fonte: ${r.source}` : ""}${r.supersedes_id ? `, supersede ${r.supersedes_id}` : ""}${r.superseded_by ? `, ⚠️ superseduto da ${r.superseded_by}` : ""})`; }, ); return { content: [{ type: "text", text: lines.join("\n") }], details: { hits: results.length, min_score: data.min_score }, }; }, }); }