import type { ExtensionAPI } from "@earendil-works/pi-coding-agent"; import { Type } from "typebox"; import { breakerInfo, gatewayRequest, loadConfig } from "../shared.ts"; import { localDbPath, localSearch, type LocalSearchHit } from "../local-db.ts"; 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description: "Visibility scope filter.", }), ), include_superseded: Type.Optional(Type.Boolean({ description: "Include superseded records."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.", }), ), queries: Type.Optional( Type.Array(Type.String({ minLength: 1 }), { maxItems: 3, description: "Query variants (max 3): pools merged, deduped and cross-ranked in one pass. Improves recall on long-tail queries.", }), ), }), 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, ...(p.queries && p.queries.length > 0 ? { queries: p.queries } : {}), }, signal, ); if (!ok) { // Gateway non raggiungibile → fallback sull'indice locale SQLite/FTS5 const canFallback = cfg.localFallback !== false && (status === 0 || status >= 500 || status === 429); if (canFallback) { const dbFile = localDbPath(cfg); try { const hits = await localSearch( { query: String(p.query ?? ""), kind: p.kind, project_id: p.project_id, scope: p.scope, level: p.level, topic: p.topic, include_superseded: p.include_superseded ?? false, include_private: p.include_private ?? false, top_k: p.top_k ?? 5, }, { dbFile }, ); const br = breakerInfo(); const motivo = `Motivo: ${data?.error ?? "gateway non raggiungibile"}` + (br.open ? ` — circuit breaker aperto: nessun nuovo tentativo verso il gateway per altri ${Math.ceil(br.remainingMs / 1000)}s` + `${br.lastError ? ` (ultimo errore: ${br.lastError})` : ""}` : "") + `\nPer forzare un tentativo: /qmem:local breaker reset`; if (hits.length) { const lines = hits.map( (h: LocalSearchHit, i: number) => `${i + 1}. [${h.kind ?? "?"}/${h.scope ?? "?"}${h.project_id ? ` project=${h.project_id}` : ""} locale${h.match_mode === "or" ? " match-parziale(OR)" : ""}${h.pending ? " ⏳ in coda (non ancora sul gateway)" : ""}${h.superseded_by ? " ⚠️ superseduto" : ""}] ${h.snippet}\n (id: ${h.memory_id}, creato: ${h.created_at ?? "?"}, agente: ${h.agent_id ?? "?"}, fonti: ${h.sources ?? "?"})`, ); const header = `⚠️ Gateway non raggiungibile (HTTP ${status}): risultati dall'INDICE LOCALE (SQLite/FTS5).\n` + `Ricerca TESTUALE, non neurale: nessuno score semantico, nessuna soglia 0.45/0.60 — verifica i risultati prima dell'uso.\n` + `${motivo}\nDB: ${dbFile}`; return { content: [{ type: "text", text: `${header}\n${lines.join("\n")}` }], details: { fallback: "local_sqlite", hits: hits.length, gateway_status: status, match_mode: hits[0]?.match_mode ?? "and", breaker: { open: br.open, remaining_ms: Math.round(br.remainingMs), failures: br.failures, last_error: br.lastError }, }, }; } return { content: [ { type: "text", text: `Gateway non raggiungibile (HTTP ${status}) e nessun risultato nell'indice locale (${dbFile}).\n${motivo}\n` + `Se il DB è assente o vecchio: /qmem:local import (ricostruisce l'indice dalle sessioni pi).`, }, ], details: { error: "gateway_error", status, fallback: "local_sqlite", hits: 0 }, }; } catch (e) { // nessun node:sqlite o DB illeggibile: si prosegue con l'errore del gateway void e; } } 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: ${r.links.length}` : ""; const proj = ` project=${r.project_id ?? "?"}`; const priv = r.private ? ", 🔒 privato" : ""; return `${i + 1}. [${r.kind}/${r.scope}${lvl}${top}${proj} score=${r.score}${r.score < 0.6 ? " ⚠️" : ""}${r.rerank_score != null ? ` rerank=${r.rerank_score}` : ""}${r.composite_score != null ? ` composite=${r.composite_score}` : ""}${r.confidence ? ` conf=${r.confidence}` : ""}] ${r.text}\n (id: ${r.memory_id}${parent}${links}, agente: ${r.agent_id ?? "?"}, creato: ${r.created_at ?? "?"}${r.importance != null && r.importance !== 0.5 ? `, importanza: ${r.importance}` : ""}${r.source ? `, fonte: ${r.source}` : ""}${r.supersedes_id ? `, supersede ${r.supersedes_id}` : ""}${r.superseded_by ? `, ⚠️ superseduto da ${r.superseded_by}` : ""}${priv})`; }, ); return { content: [{ type: "text", text: lines.join("\n") }], details: { hits: results.length, min_score: data.min_score }, }; }, }); }