travel to another computer

docs/env.md

@@ -17,6 +17,12 @@
 - **`OPENAI_API_KEY`** (o `OPENAI_APIKEY`): API key.
 - **`OPENAI_MODEL`**: modelo (default `gpt-4o-mini`).
 
+### Turn Engine
+
+- **`TURN_ENGINE`**: motor de turnos. Valores:
+  - `v1` (default): pipeline actual (heurísticas + guardrails + LLM plan final).
+  - `v2`: “LLM-first NLU, deterministic core” (nuevo motor detrás de feature flag).
+
 ### WooCommerce (solo fallback si falta config por tenant)
 
 - **`WOO_CONSUMER_KEY`**: consumer key (se usa solo si en `tenant_ecommerce_config` falta `consumer_key`).

docs/llm_regionalismos.md

@@ -0,0 +1,17 @@
+# Guía de lenguaje regional (AR/UY) — Catálogo Carnicería
+
+## Objetivo
+Evitar “no existe” por diferencias de vocabulario. Si hay ambigüedad, pedir una aclaración con opciones numeradas.
+
+## Ejemplos comunes
+- **asado**: puede referirse a *tira de asado*, *tapa de asado*, *asado ventana*, etc.
+- **vacío**: puede venir como *vacío*, *vacío pulpón*, *vacío de cerdo*, etc.
+- **bondiola**: puede ser cerdo, curada/no curada, feteada, etc.
+- **matambre**: puede venir como *a la pizza*, *matambre de cerdo/vacuno*, etc.
+
+## Reglas prácticas
+- Si el usuario dice “**opciones** / **variedades** / **tenés X?**”: listar opciones (hasta 9) y ofrecer “Mostrame más…”.
+- Si el usuario pregunta por **precio**: no inventar; usar `products_context` o pedir selección primero.
+- Si el usuario responde solo “**por kilo**” o solo un número (ej. “2kg”), usar el último producto seleccionado (contexto).
+
+

scripts/scan-unused.mjs

@@ -0,0 +1,100 @@
+import fs from "fs";
+import path from "path";
+import { fileURLToPath } from "url";
+
+/**
+ * Scan simple de archivos JS alcanzables desde un entrypoint,
+ * siguiendo imports estáticos: `import ... from "./x.js"` y `await import("./x.js")`.
+ *
+ * OJO: no entiende requires dinámicos ni construcciones complejas.
+ * Útil para detectar archivos claramente no usados.
+ */
+
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = path.dirname(__filename);
+const root = path.resolve(__dirname, "..");
+
+const entry = path.join(root, "index.js");
+const srcDir = path.join(root, "src");
+
+function listJsFiles(dir) {
+  const out = [];
+  const stack = [dir];
+  while (stack.length) {
+    const cur = stack.pop();
+    const items = fs.readdirSync(cur, { withFileTypes: true });
+    for (const it of items) {
+      const p = path.join(cur, it.name);
+      if (it.isDirectory()) stack.push(p);
+      else if (it.isFile() && p.endsWith(".js")) out.push(p);
+    }
+  }
+  return out;
+}
+
+function readText(p) {
+  return fs.readFileSync(p, "utf8");
+}
+
+function resolveLocalImport(fromFile, spec) {
+  if (!spec.startsWith(".")) return null;
+  const base = path.resolve(path.dirname(fromFile), spec);
+  const candidates = [];
+  if (base.endsWith(".js")) candidates.push(base);
+  else {
+    candidates.push(`${base}.js`);
+    candidates.push(path.join(base, "index.js"));
+  }
+  for (const c of candidates) {
+    if (fs.existsSync(c) && fs.statSync(c).isFile()) return c;
+  }
+  return null;
+}
+
+function extractImports(code) {
+  const out = new Set();
+  // static import ... from "x"
+  for (const m of code.matchAll(/import\s+[^;]*?\s+from\s+["']([^"']+)["']/g)) {
+    out.add(m[1]);
+  }
+  // side-effect import "x"
+  for (const m of code.matchAll(/import\s+["']([^"']+)["']/g)) {
+    out.add(m[1]);
+  }
+  // dynamic import("x") or await import("x")
+  for (const m of code.matchAll(/import\(\s*["']([^"']+)["']\s*\)/g)) {
+    out.add(m[1]);
+  }
+  return [...out];
+}
+
+const allSrc = listJsFiles(srcDir);
+const all = [entry, ...allSrc];
+
+const reachable = new Set();
+const queue = [entry];
+
+while (queue.length) {
+  const f = queue.shift();
+  if (reachable.has(f)) continue;
+  reachable.add(f);
+  let code = "";
+  try {
+    code = readText(f);
+  } catch {
+    continue;
+  }
+  const specs = extractImports(code);
+  for (const s of specs) {
+    const resolved = resolveLocalImport(f, s);
+    if (resolved && !reachable.has(resolved)) queue.push(resolved);
+  }
+}
+
+const unused = allSrc
+  .filter((f) => !reachable.has(f))
+  .map((f) => path.relative(root, f).replace(/\\/g, "/"))
+  .sort();
+
+console.log(JSON.stringify({ entry: path.relative(root, entry), reachable_count: reachable.size, total_src: allSrc.length, unused }, null, 2));
+

src/services/openai.js

@@ -171,3 +171,93 @@ export async function llmExtract({ input, model } = {}) {
   const extracted = ExtractSchema.parse(parsed);
   return { extracted, raw_text, model: chosenModel, usage };
 }
+
+// --- NLU v2 (LLM-first) ---
+
+const NluIntentV2Schema = z.enum([
+  "price_query",
+  "browse",
+  "add_to_cart",
+  "remove_from_cart",
+  "checkout",
+  "delivery_question",
+  "store_hours",
+  "greeting",
+  "other",
+]);
+
+const NluSelectionSchema = z
+  .object({
+    type: z.enum(["index", "text", "sku"]),
+    value: z.string().min(1),
+  })
+  .nullable()
+  .default(null);
+
+const NluEntitiesSchema = z
+  .object({
+    product_query: z.string().nullable().default(null),
+    quantity: z.number().nullable().default(null),
+    unit: z.enum(["kg", "g", "unidad", "docena"]).nullable().default(null),
+    selection: NluSelectionSchema,
+    attributes: z.array(z.string()).default([]),
+    preparation: z.array(z.string()).default([]),
+    budget: z.number().nullable().default(null),
+  })
+  .strict();
+
+const NluNeedsSchema = z
+  .object({
+    catalog_lookup: z.boolean().default(false),
+    knowledge_lookup: z.boolean().default(false),
+  })
+  .strict();
+
+const NluClarificationSchema = z
+  .object({
+    reason: z.enum([
+      "ambiguous_product",
+      "missing_quantity",
+      "missing_variant",
+      "missing_delivery_zone",
+      "none",
+    ]),
+    question: z.string().nullable().default(null),
+  })
+  .strict();
+
+const NluV2Schema = z
+  .object({
+    intent: NluIntentV2Schema,
+    confidence: z.number().min(0).max(1).default(0.5),
+    language: z.string().default("es-AR"),
+    entities: NluEntitiesSchema,
+    dialogue_act: z.enum(["answer", "ask_clarification", "confirm", "propose_options"]).default("answer"),
+    needs: NluNeedsSchema,
+    clarification: NluClarificationSchema,
+  })
+  .strict();
+
+export async function llmNlu({ input, model } = {}) {
+  const system =
+    "Sos un servicio NLU para un asistente de carnicería en Argentina (es-AR).\n" +
+    "Tu tarea es EXTRAER intención, entidades y acto conversacional del mensaje del usuario.\n" +
+    "Respondé SOLO JSON válido (sin markdown) y con keys EXACTAS según el contrato.\n" +
+    "\n" +
+    "Reglas críticas:\n" +
+    "- Si el contexto incluye last_shown_options y el usuario responde con un número o 'el segundo/la cuarta', eso es selection {type:'index'}.\n" +
+    "- Si el usuario pone '2kg' o '500g' o '3 unidades' eso es quantity+unit.\n" +
+    "- Si el usuario pone solo un número y hay opciones mostradas, interpretalo como selection (no como cantidad).\n" +
+    "- Si el contexto indica pending_item (ya hay producto elegido) y NO hay opciones mostradas, y el usuario pone solo un número, interpretalo como quantity (con unit null o la que indique el usuario).\n" +
+    "- No inventes productos ni SKUs. product_query es lo que el usuario pidió (ej 'asado', 'tapa de asado wagyu').\n" +
+    "- needs.catalog_lookup debe ser true para intents: price_query, browse, add_to_cart (salvo que sea pura selección numérica sobre opciones ya mostradas).\n";
+
+  const { parsed, raw_text, model: chosenModel, usage } = await jsonCompletion({
+    system,
+    user: JSON.stringify(input ?? {}),
+    model,
+  });
+
+  const nlu = NluV2Schema.parse(parsed);
+  return { nlu, raw_text, model: chosenModel, usage };
+}

src/services/pipeline.js

@@ -15,6 +15,7 @@ import { createWooCustomer, getWooCustomerById } from "./woo.js";
 import { llmExtract, llmPlan } from "./openai.js";
 import { searchProducts } from "./wooProducts.js";
 import { debug as dbg } from "./debug.js";
+import { runTurnV2 } from "./turnEngineV2.js";
 
 
 function nowIso() {
@@ -62,6 +63,16 @@ Tool context: products_context
 
 If products_context is provided (array of products with name/price), you MUST use it as the source of truth for prices and product options.
 If the user asks for a price and products_context is empty or has no price, you MUST ask a single clarifying question or say you don't have that price yet. Never invent prices.
+Never claim "we don't sell X" unless you actually checked products_context (or asked a clarifying question). If unsure, say you can check and ask for the product name as it appears in the catalog.
+
+Units / weight (IMPORTANT)
+
+Some products are sold by weight (kg/g) and others by unit. If products_context includes categories (e.g., bebidas/vinos) infer unit accordingly.
+When asking "how much?", ask for kilos for meat cuts, and units for beverages.
+
+Regional language
+
+Users may use regional names (AR/UY): "vacío", "tira de asado", "bondiola", "matambre", "nalga", etc. If ambiguous, ask a short clarification with numbered options.
 
 basket_resolved (MANDATORY)
 
@@ -86,6 +97,8 @@ Before returning, double-check: did I include all required keys? Did I move the
 
 function isPriceQuestion(text) {
   const t = String(text || "").toLowerCase();
+  // Si el usuario está pidiendo "opciones" / "variedades", priorizamos browse y NO price.
+  if (isBrowseQuestion(t)) return false;
   return (
     t.includes("precio") ||
     t.includes("cuánto") ||
@@ -98,6 +111,38 @@ function isPriceQuestion(text) {
   );
 }
 
+function extractBrowseQuery(text, prev_context = null) {
+  const raw = String(text || "").toLowerCase();
+  const prevLabel = prev_context?.slots?.product_label || null;
+
+  // patrones: "opciones de X", "que opciones de X", "tenes X", "tenes de X"
+  const m1 = /\bopciones\s+de\s+(.+)$/.exec(raw);
+  const m2 = /\bten[eé]s\s+de\s+(.+)$/.exec(raw);
+  const m3 = /\bten[eé]s\s+(.+)$/.exec(raw);
+  // producto antes del verbo: "asado vendes?", "asado premium hay?"
+  const m4 = /^(.+?)\s+\b(ten[eé]s|vendes|hay)\b/.exec(raw);
+  const pick = (m) =>
+    m?.[1]
+      ? m[1]
+          .replace(/[¿?¡!.,;:()"]/g, " ")
+          .replace(/\s+/g, " ")
+          .trim()
+      : null;
+
+  let q = pick(m1) || pick(m2) || pick(m3) || pick(m4) || null;
+  if (q) {
+    q = q
+      .replace(/\b(ten[eé]s|vendes|hay|opciones|variedades|tipos)\b/g, " ")
+      .replace(/\s+/g, " ")
+      .trim();
+  }
+  if (q && q.length >= 3) return q;
+
+  // si el user dice "dame opciones" y veníamos de un producto, reutilizarlo
+  if (/\b(dame|pasame|mandame)\s+opciones\b/.test(raw) && prevLabel) return prevLabel;
+  return prevLabel || null;
+}
+
 function extractProductQuery(text) {
   // Heurística simple: remover palabras comunes de pregunta de precio y unidades.
   // Esto se puede reemplazar por un extractor LLM más adelante.
@@ -109,10 +154,28 @@ function extractProductQuery(text) {
 
   const stop = new Set([
     "precio",
+    "precios",
     "cuanto",
     "cuánto",
     "sale",
     "vale",
+    "quiero",
+    "saber",
+    "decime",
+    "decir",
+    "dime",
+    "dame",
+    "pasame",
+    "mandame",
+    "tenes",
+    "tenés",
+    "vendes",
+    "hay",
+    "opciones",
+    "variedades",
+    "variedad",
+    "tipos",
+    "tipo",
     "el",
     "la",
     "los",
@@ -176,6 +239,59 @@ function formatARS(n) {
   return x.toLocaleString("es-AR", { minimumFractionDigits: 0, maximumFractionDigits: 2 });
 }
 
+function inferDefaultUnit({ name, categories }) {
+  const n = String(name || "").toLowerCase();
+  const cats = Array.isArray(categories) ? categories : [];
+  const hay = (re) =>
+    cats.some((c) => re.test(String(c?.name || "")) || re.test(String(c?.slug || ""))) || re.test(n);
+
+  // Heurística: bebidas (vino/cerveza/etc) casi siempre es por unidad.
+  if (hay(/\b(vino|vinos|bebida|bebidas|cerveza|cervezas|gaseosa|gaseosas|whisky|ron|gin|vodka|fernet)\b/i)) {
+    return "unit";
+  }
+  return "kg";
+}
+
+function unitDisplay(unit) {
+  if (unit === "unit") return "unidad";
+  if (unit === "g") return "g";
+  return "kilo";
+}
+
+function askQtyText(unit) {
+  if (unit === "unit") return "¿Cuántas unidades querés?";
+  if (unit === "g") return "¿Cuántos gramos querés?";
+  return "¿Cuántos kilos querés?";
+}
+
+function pricePerText(unit) {
+  return unit === "unit" ? "por unidad" : "el kilo";
+}
+
+function parseQuantityUnit(text, defaultUnit = "kg") {
+  const t = String(text || "").toLowerCase();
+  // 2kg / 0.5 kg / 500g / 3 unidades
+  const m = /(\d+(?:[.,]\d+)?)\s*(kg|kilo|kilos|g|gramo|gramos|u|unidad|unidades)\b/.exec(t);
+  if (m) {
+    const qty = Number(String(m[1]).replace(",", "."));
+    const u = m[2];
+    const unit =
+      u === "g" || u === "gramo" || u === "gramos"
+        ? "g"
+        : u === "u" || u === "unidad" || u === "unidades"
+          ? "unit"
+          : "kg";
+    return Number.isFinite(qty) ? { quantity: qty, unit } : null;
+  }
+  // solo número => asumir unidad default
+  const m2 = /\b(\d+(?:[.,]\d+)?)\b/.exec(t);
+  if (m2) {
+    const qty = Number(String(m2[1]).replace(",", "."));
+    return Number.isFinite(qty) ? { quantity: qty, unit: defaultUnit } : null;
+  }
+  return null;
+}
+
 function makePerf() {
   const started_at = Date.now();
   const perf = { t0: started_at, marks: {} };
@@ -214,6 +330,50 @@ function isAffirmation(text) {
   );
 }
 
+function isBrowseQuestion(text) {
+  const t = String(text || "").toLowerCase();
+  // "qué opciones de vacío tenés", "qué tenés de vacío", "mostrame opciones de ..."
+  if (/\bopciones\b/.test(t)) return true;
+  if (/\b(que|qué)\s+ten[eé]s\b/.test(t)) return true;
+  if (/\b(variedades|variedad|tipos|tipo)\b/.test(t)) return true;
+  if (/\bmostr(a|ame|ame)\b/.test(t) && /\b(opciones|productos)\b/.test(t)) return true;
+  // consultas simples de catálogo: "asado tenés?", "asado vendés?", "hay asado premium?"
+  if (/\b(ten[eé]s|vendes|hay)\b/.test(t)) {
+    const cleaned = t
+      .replace(/[¿?¡!.,;:()"]/g, " ")
+      .replace(/\s+/g, " ")
+      .trim();
+    const stop = new Set([
+      "tenes",
+      "tenés",
+      "vendes",
+      "hay",
+      "de",
+      "del",
+      "la",
+      "el",
+      "los",
+      "las",
+      "un",
+      "una",
+      "por",
+      "favor",
+      "hola",
+      "buenas",
+      "buenos",
+      "dia",
+      "día",
+      "tardes",
+      "noches",
+      "precio",
+      "precios",
+    ]);
+    const toks = cleaned.split(" ").filter(Boolean).filter((w) => !stop.has(w));
+    if (toks.length >= 1) return true;
+  }
+  return false;
+}
+
 function isGreeting(text) {
   const t = String(text || "").trim().toLowerCase();
   if (!t) return false;
@@ -229,7 +389,7 @@ function classifyIntent(text, prev_context = null) {
   const prev = prev_context && typeof prev_context === "object" ? prev_context : {};
   const hasPending = Boolean(prev.pending_clarification?.candidates?.length);
   const hasBasket = Array.isArray(prev.order_basket?.items) && prev.order_basket.items.length > 0;
-  const awaitingPrice = Boolean(prev.awaiting_price?.labels?.length);
+  const awaitingPrice = Boolean(prev.awaiting_price?.labels?.length) || Boolean(prev.pending_item);
 
   if (isAffirmation(text) && (hasPending || hasBasket || awaitingPrice)) {
     return { kind: awaitingPrice ? "price" : "order", intent_hint: awaitingPrice ? "ask_price" : "create_order", needs_extract: false, needs_products: awaitingPrice, is_continuation: true };
@@ -237,6 +397,10 @@ function classifyIntent(text, prev_context = null) {
   if (isOrderish(text)) {
     return { kind: "order", intent_hint: "create_order", needs_extract: true, needs_products: true };
   }
+  // Browse ANTES que price: "opciones de asado ... buscando precios" es browse (listado) + luego precio por item.
+  if (isBrowseQuestion(text)) {
+    return { kind: "browse", intent_hint: "browse_products", needs_extract: false, needs_products: true };
+  }
   if (isPriceQuestion(text)) {
     return { kind: "price", intent_hint: "ask_price", needs_extract: true, needs_products: true };
   }
@@ -255,6 +419,12 @@ function tokenize(s) {
 
 function candidateText(c) {
   const parts = [c?.name || ""];
+  if (Array.isArray(c?.categories)) {
+    for (const cat of c.categories) {
+      if (cat?.name) parts.push(cat.name);
+      if (cat?.slug) parts.push(cat.slug);
+    }
+  }
   if (Array.isArray(c?.attributes)) {
     for (const a of c.attributes) {
       if (a?.name) parts.push(a.name);
@@ -301,6 +471,53 @@ function computeDifferentiators(candidates) {
   });
 }
 
+function isShowMoreRequest(text) {
+  const t = String(text || "").toLowerCase();
+  return (
+    /\bmostr(a|ame)\s+m[aá]s\b/.test(t) ||
+    /\bmas\s+opciones\b/.test(t) ||
+    /\bm[aá]s\b/.test(t) && /\b(opciones|productos|variedades|tipos)\b/.test(t) ||
+    /\bsiguiente(s)?\b/.test(t)
+  );
+}
+
+function buildPagedOptions({ candidates, candidateOffset = 0, baseIdx = 1, pageSize = 9 }) {
+  const cands = (candidates || []).filter((c) => c && c.woo_product_id && c.name);
+  const off = Math.max(0, parseInt(candidateOffset, 10) || 0);
+  const size = Math.max(1, Math.min(20, parseInt(pageSize, 10) || 9));
+
+  const slice = cands.slice(off, off + size);
+  const diffs = computeDifferentiators(cands);
+
+  const options = slice.map((c, i) => {
+    const d = diffs.find((z) => z.id === c.woo_product_id);
+    const hint = d?.unique_tokens?.length ? ` (${d.unique_tokens.join(", ")})` : "";
+    return { idx: baseIdx + i, type: "product", woo_product_id: c.woo_product_id, name: c.name, hint };
+  });
+
+  const hasMore = off + size < cands.length;
+  if (hasMore) {
+    options.push({ idx: baseIdx + size, type: "more", name: "Mostrame más…" });
+  }
+
+  const list = options
+    .map((o) => (o.type === "more" ? `- ${o.idx}) ${o.name}` : `- ${o.idx}) ${o.name}${o.hint}`))
+    .join("\n");
+
+  const question = `¿Cuál de estos querés?\n${list}\n\nRespondé con el número.`;
+  const pending = {
+    candidates: cands,
+    options,
+    candidate_offset: off,
+    page_size: size,
+    base_idx: baseIdx,
+    has_more: hasMore,
+    next_candidate_offset: off + size,
+    next_base_idx: baseIdx + size + (hasMore ? 1 : 0),
+  };
+  return { question, pending, options, hasMore };
+}
+
 function resolveAmbiguity({ userText, candidates }) {
   const cands = (candidates || []).filter((c) => c && c.woo_product_id && c.name);
   if (cands.length <= 1) {
@@ -320,31 +537,31 @@ function resolveAmbiguity({ userText, candidates }) {
     return { kind: "resolved", chosen: best.c, pending: null, debug: { scored: scored.map((x) => ({ id: x.c.woo_product_id, s: x.s })) } };
   }
 
-  const diffs = computeDifferentiators(scored.map((x) => x.c));
+  const full = scored.map((x) => x.c).slice(0, 60);
-  const options = scored.slice(0, 3).map((x, i) => {
+  const { question, pending } = buildPagedOptions({ candidates: full, candidateOffset: 0, baseIdx: 1, pageSize: 9 });
-    const d = diffs.find((z) => z.id === x.c.woo_product_id);
-    const hint = d?.unique_tokens?.length ? ` (${d.unique_tokens.join(", ")})` : "";
-    return { idx: i + 1, woo_product_id: x.c.woo_product_id, name: x.c.name, hint };
-  });
-
-  const list = options.map((o) => `${o.idx}) ${o.name}${o.hint}`).join(" / ");
-  const question = `¿Cuál de estos querés? ${list}`;
 
   return {
     kind: "ask",
     question,
-    pending: { candidates: scored.map((x) => x.c).slice(0, 5), options },
+    pending,
     debug: { scored: scored.map((x) => ({ id: x.c.woo_product_id, s: x.s })) },
   };
 }
 
 function parseOptionSelection(userText) {
   const t = String(userText || "").toLowerCase();
-  const m = /\b([1-3])\b/.exec(t);
+  const m = /\b(\d{1,2})\b/.exec(t);
   if (m) return parseInt(m[1], 10);
   if (/\bprimera\b|\bprimero\b/.test(t)) return 1;
   if (/\bsegunda\b|\bsegundo\b/.test(t)) return 2;
   if (/\btercera\b|\btercero\b/.test(t)) return 3;
+  if (/\bcuarta\b|\bcuarto\b/.test(t)) return 4;
+  if (/\bquinta\b|\bquinto\b/.test(t)) return 5;
+  if (/\bsexta\b|\bsexto\b/.test(t)) return 6;
+  if (/\bs[eé]ptima\b|\bs[eé]ptimo\b/.test(t)) return 7;
+  if (/\boctava\b|\boctavo\b/.test(t)) return 8;
+  if (/\bnovena\b|\bnoveno\b/.test(t)) return 9;
+  if (/\bd[eé]cima\b|\bd[eé]cimo\b/.test(t)) return 10;
   return null;
 }
 
@@ -427,7 +644,8 @@ async function extractProducts({
 
     for (const it of extracted.items) {
       try {
-        const { items } = await searchProducts({ tenantId, q: it.label, limit: 5 });
+        // Para ambigüedades queremos más candidatos (no 3), así el paginado 9+1 tiene con qué.
+        const { items } = await searchProducts({ tenantId, q: it.label, limit: 25 });
         if (!items?.length) {
           unresolved.push({ ...it, reason: "not_found" });
           continue;
@@ -454,8 +672,13 @@ async function extractProducts({
             ...it,
             reason: "ambiguous",
             candidates: scored
-              .slice(0, 3)
+              .slice(0, 25)
-              .map((x) => ({ woo_product_id: x.p.woo_product_id, name: x.p.name, price: x.p.price })),
+              .map((x) => ({
+                woo_product_id: x.p.woo_product_id,
+                name: x.p.name,
+                price: x.p.price,
+                attributes: x.p.attributes || [],
+              })),
           });
           continue;
         }
@@ -480,19 +703,27 @@ async function extractProducts({
 
   // products_context para precios / browse (soporta múltiples labels)
   let products_context = null;
-  if (classification.kind === "price" || isPriceQuestion(text)) {
+  if (classification.needs_products || classification.kind === "price" || isPriceQuestion(text) || classification.kind === "browse") {
     const labels = (extracted?.items || []).map((x) => x.label).filter(Boolean);
-    const queries = labels.length ? labels.slice(0, 3) : [extractProductQuery(text)];
+    const prevLabel = llmInput?.context?.slots?.product_label || null;
+    const q0 = classification.kind === "browse"
+      ? (extractBrowseQuery(text, llmInput?.context) || extractProductQuery(text))
+      : extractProductQuery(text);
+    const baseQueries = labels.length ? labels.slice(0, 3) : [prevLabel, q0].filter(Boolean);
+    const queries = baseQueries.length ? baseQueries.slice(0, 3) : [q0].filter(Boolean);
 
     mark("before_product_lookup");
     try {
       const results = [];
       for (const q of queries) {
-        const { items, source } = await searchProducts({ tenantId, q, limit: 5 });
+        const lim = classification.kind === "browse" ? 25 : 12;
+        const forceWoo = classification.kind === "browse" || classification.kind === "price";
+        const { items, source } = await searchProducts({ tenantId, q, limit: lim, forceWoo });
         results.push({ label: q, source, items });
       }
-      // flatten para UI/LLM (top 1 por label primero)
+      // flatten para UI/LLM
-      const flat = results.flatMap((r) => (r.items || []).slice(0, 2).map((p) => ({ ...p, _query: r.label })));
+      const perLabel = classification.kind === "browse" ? 25 : 12;
+      const flat = results.flatMap((r) => (r.items || []).slice(0, perLabel).map((p) => ({ ...p, _query: r.label })));
       products_context = { queries, results, items: flat };
       llmInput.products_context = products_context;
       logStage(stageDebug, "extractProducts.products_context", { queries, results: results.map((r) => ({ q: r.label, count: r.items?.length || 0 })) });
@@ -526,33 +757,73 @@ function applyBusinessLogic({
     classification.kind === "price" ||
     extracted?.intent === "ask_price" ||
     Boolean(prev.awaiting_price?.labels?.length) ||
+    Boolean(prev.pending_item) ||
     isPriceQuestion(text);
 
   // 0) Si hay una ambigüedad pendiente, intentamos colapsarla con la respuesta del usuario
-  // (evita loops de "¿a cuál te referís?" cuando el usuario ya respondió "la no curada")
+  // Nota: esta rama debe tener prioridad sobre pending_item para evitar casos tipo:
+  // el bot mostró opciones y el usuario responde "4" => selección (NO cantidad en kg).
   if (prev.pending_clarification?.candidates?.length) {
     // Selección explícita por número (1/2/3)
     const sel = parseOptionSelection(text);
     if (sel && Array.isArray(prev.pending_clarification.options)) {
       const opt = prev.pending_clarification.options.find((o) => o.idx === sel);
       if (opt) {
-        const chosen = prev.pending_clarification.candidates.find((c) => c.woo_product_id === opt.woo_product_id) || null;
+        if (opt.type === "more") {
+          const nextOffset = prev.pending_clarification.next_candidate_offset ?? ((prev.pending_clarification.candidate_offset || 0) + (prev.pending_clarification.page_size || 9));
+          const nextBaseIdx = prev.pending_clarification.next_base_idx ?? ((prev.pending_clarification.base_idx || 1) + (prev.pending_clarification.page_size || 9) + 1);
+          const { question, pending } = buildPagedOptions({
+            candidates: prev.pending_clarification.candidates,
+            candidateOffset: nextOffset,
+            baseIdx: nextBaseIdx,
+            pageSize: prev.pending_clarification.page_size || 9,
+          });
+          const decision = {
+            mode: "ask_clarification",
+            reply: question,
+            next_state: "BROWSING",
+            intent: extracted?.intent || classification.intent_hint || "browse_products",
+            missing_fields: ["product_selection"],
+            order_action: "none",
+            basket_resolved: resolvedBasket || { items: [] },
+            meta: { paged: true, via: "more_option" },
+            context_patch: { pending_clarification: pending, pending_item: null },
+          };
+          logStage(stageDebug, "applyBusinessLogic", decision);
+          return decision;
+        }
+
+        const chosen =
+          prev.pending_clarification.candidates.find((c) => c.woo_product_id === opt.woo_product_id) || null;
         if (chosen) {
           const price = chosen.price ?? null;
+          const unit = inferDefaultUnit({ name: chosen.name, categories: chosen.categories });
           const decision = {
             mode: "resolved_from_pending",
             resolved_product: chosen,
             reply:
               price != null
-                ? `Perfecto. ${chosen.name} está $${formatARS(price)} el kilo. ¿Cuántos kilos querés?`
+                ? `Perfecto. ${chosen.name} está $${formatARS(price)} ${pricePerText(unit)}. ${askQtyText(unit)}`
-                : `Perfecto. ¿Cuántos kilos querés llevar de ${chosen.name}?`,
+                : `Perfecto. ${askQtyText(unit)} de ${chosen.name}?`,
             next_state: "BROWSING",
             intent: "ask_price",
             missing_fields: [],
             order_action: "none",
             basket_resolved: { items: [] },
             meta: { collapsed: true, via: "option_number" },
-            context_patch: { pending_clarification: null, awaiting_price: null },
+            context_patch: {
+              pending_clarification: null,
+              awaiting_price: null,
+              pending_item: {
+                product_id: Number(chosen.woo_product_id),
+                variation_id: null,
+                name: chosen.name,
+                price: chosen.price ?? null,
+                categories: chosen.categories || [],
+                attributes: chosen.attributes || [],
+                default_unit: unit,
+              },
+            },
           };
           logStage(stageDebug, "applyBusinessLogic", decision);
           return decision;
@@ -560,23 +831,61 @@ function applyBusinessLogic({
       }
     }
 
+    // “mostrame más” sin número
+    if (isShowMoreRequest(text)) {
+      const nextOffset = prev.pending_clarification.next_candidate_offset ?? ((prev.pending_clarification.candidate_offset || 0) + (prev.pending_clarification.page_size || 9));
+      const nextBaseIdx = prev.pending_clarification.next_base_idx ?? ((prev.pending_clarification.base_idx || 1) + (prev.pending_clarification.page_size || 9) + 1);
+      const { question, pending } = buildPagedOptions({
+        candidates: prev.pending_clarification.candidates,
+        candidateOffset: nextOffset,
+        baseIdx: nextBaseIdx,
+        pageSize: prev.pending_clarification.page_size || 9,
+      });
+      const decision = {
+        mode: "ask_clarification",
+        reply: question,
+        next_state: "BROWSING",
+        intent: extracted?.intent || classification.intent_hint || "browse_products",
+        missing_fields: ["product_selection"],
+        order_action: "none",
+        basket_resolved: resolvedBasket || { items: [] },
+        meta: { paged: true, via: "more_text" },
+        context_patch: { pending_clarification: pending, pending_item: null },
+      };
+      logStage(stageDebug, "applyBusinessLogic", decision);
+      return decision;
+    }
+
     const r = resolveAmbiguity({ userText: text, candidates: prev.pending_clarification.candidates });
     if (r.kind === "resolved" && r.chosen) {
       // si era un price inquiry, resolvemos precio directo en base a ese candidato
       const price = r.chosen.price ?? null;
+      const unit = inferDefaultUnit({ name: r.chosen.name, categories: r.chosen.categories });
       const decision = {
         mode: "resolved_from_pending",
         resolved_product: r.chosen,
         reply: price != null
-          ? `Perfecto. ${r.chosen.name} está $${formatARS(price)} el kilo. ¿Cuántos kilos querés?`
+          ? `Perfecto. ${r.chosen.name} está $${formatARS(price)} ${pricePerText(unit)}. ${askQtyText(unit)}`
-          : `Perfecto. ¿Cuántos kilos querés llevar de ${r.chosen.name}?`,
+          : `Perfecto. ${askQtyText(unit)} de ${r.chosen.name}?`,
         next_state: "BROWSING",
         intent: "ask_price",
         missing_fields: [],
         order_action: "none",
         basket_resolved: { items: [] },
         meta: { collapsed: true, debug: r.debug || null },
-        context_patch: { pending_clarification: null, awaiting_price: null },
+        context_patch: {
+          pending_clarification: null,
+          awaiting_price: null,
+          pending_item: {
+            product_id: Number(r.chosen.woo_product_id),
+            variation_id: null,
+            name: r.chosen.name,
+            price: r.chosen.price ?? null,
+            categories: r.chosen.categories || [],
+            attributes: r.chosen.attributes || [],
+            default_unit: unit,
+          },
+        },
       };
       logStage(stageDebug, "applyBusinessLogic", decision);
       return decision;
@@ -592,13 +901,85 @@ function applyBusinessLogic({
         order_action: "none",
         basket_resolved: resolvedBasket || { items: [] },
         meta: { skipped: "pending_still_ambiguous", debug: r.debug || null },
-        context_patch: { pending_clarification: r.pending, awaiting_price: isPriceFlow ? { labels: [prev?.slots?.product_label].filter(Boolean) } : null },
+        context_patch: { pending_clarification: r.pending, awaiting_price: isPriceFlow ? { labels: [prev?.slots?.product_label].filter(Boolean) } : null, pending_item: null },
       };
       logStage(stageDebug, "applyBusinessLogic", decision);
       return decision;
     }
   }
 
+  // 0a) Si venimos de una selección (pending_item) y el usuario responde cantidad/unidad,
+  // completamos basket_resolved y confirmamos sin volver a preguntar por "qué producto".
+  if (prev.pending_item) {
+    const defUnit = inferDefaultUnit({ name: prev.pending_item.name, categories: prev.pending_item.categories });
+    const parsed = parseQuantityUnit(text, defUnit);
+    if (parsed?.quantity) {
+      const it = {
+        product_id: Number(prev.pending_item.product_id),
+        variation_id: prev.pending_item.variation_id ?? null,
+        quantity: parsed.quantity,
+        unit: parsed.unit,
+        label: prev.pending_item.name,
+      };
+      const qtyStr =
+        parsed.unit === "unit"
+          ? `${parsed.quantity}u`
+          : parsed.unit === "g"
+            ? `${parsed.quantity}g`
+            : `${parsed.quantity}kg`;
+      const decision = {
+        mode: "resolved_from_pending",
+        reply: `Perfecto, anoto ${qtyStr} de ${prev.pending_item.name}. ¿Algo más?`,
+        next_state: "BUILDING_ORDER",
+        intent: "add_item",
+        missing_fields: [],
+        order_action: "none",
+        basket_resolved: { items: [it] },
+        meta: { server: "pending_item_qty" },
+        context_patch: {
+          pending_item: null,
+          pending_clarification: null,
+          awaiting_price: null,
+          order_basket: mergeBasket(prev.order_basket, { items: [it] }),
+        },
+      };
+      logStage(stageDebug, "applyBusinessLogic", decision);
+      return decision;
+    }
+  }
+
+  // 0b) Browse: "qué opciones de X tenés" => listar opciones server-side y dejar pending_clarification
+  if (classification.kind === "browse" && products_context?.items?.length) {
+    const uniq = new Map();
+    for (const p of products_context.items) {
+      if (!p?.woo_product_id) continue;
+      if (!uniq.has(p.woo_product_id)) uniq.set(p.woo_product_id, p);
+    }
+    const candidates = [...uniq.values()].slice(0, 60).map((p) => ({
+      woo_product_id: p.woo_product_id,
+      name: p.name,
+      price: p.price ?? null,
+      attributes: p.attributes || [],
+    }));
+    const label = (products_context.queries || []).join(" / ") || "ese producto";
+    const { question, pending } = buildPagedOptions({ candidates, candidateOffset: 0, baseIdx: 1, pageSize: 9 });
+
+    const decision = {
+      mode: "ask_clarification",
+      reply: `Tengo estas opciones de "${label}":\n${question.split("\n").slice(1).join("\n")}`,
+      next_state: "BROWSING",
+      intent: "browse_products",
+      missing_fields: ["product_confirmation"],
+      order_action: "none",
+      basket_resolved: { items: [] },
+      meta: { server: "browse_options" },
+      // Importante: al entrar en modo selección por lista, anulamos pending_item viejo para que un "4" no se tome como cantidad.
+      context_patch: { pending_clarification: pending, pending_item: null },
+    };
+    logStage(stageDebug, "applyBusinessLogic", decision);
+    return decision;
+  }
+
   // 1) Ambiguo / sin resolver => 1 pregunta (pero guardando candidatos para colapsar luego)
   if (unresolved?.length) {
     const first = unresolved[0];
@@ -609,19 +990,31 @@ function applyBusinessLogic({
       : null;
 
     if (r?.kind === "resolved" && r.chosen) {
+      const unit = inferDefaultUnit({ name: r.chosen.name, categories: r.chosen.categories });
       const decision = {
         mode: "resolved_from_pending",
         resolved_product: r.chosen,
         reply: r.chosen.price != null
-          ? `Perfecto. ${r.chosen.name} está $${formatARS(r.chosen.price)} el kilo. ¿Cuántos kilos querés?`
+          ? `Perfecto. ${r.chosen.name} está $${formatARS(r.chosen.price)} ${pricePerText(unit)}. ${askQtyText(unit)}`
-          : `Perfecto. ¿Cuántos kilos querés llevar de ${r.chosen.name}?`,
+          : `Perfecto. ${askQtyText(unit)} de ${r.chosen.name}?`,
         next_state: "BROWSING",
         intent: "ask_price",
         missing_fields: [],
         order_action: "none",
         basket_resolved: { items: [] },
         meta: { collapsed: true, debug: r.debug || null },
-        context_patch: { pending_clarification: null },
+        context_patch: {
+          pending_clarification: null,
+          pending_item: {
+            product_id: Number(r.chosen.woo_product_id),
+            variation_id: null,
+            name: r.chosen.name,
+            price: r.chosen.price ?? null,
+            categories: r.chosen.categories || [],
+            attributes: r.chosen.attributes || [],
+            default_unit: unit,
+          },
+        },
       };
       logStage(stageDebug, "applyBusinessLogic", decision);
       return decision;
@@ -668,30 +1061,71 @@ function applyBusinessLogic({
     return decision;
   }
 
-  // 2) Precio: si tenemos precio real, responder server-side y no dejar al LLM inventar "$X"
+  // 2) Precio: siempre server-side (si no, el LLM inventa o pregunta cosas raras)
   if (isPriceFlow && products_context && Array.isArray(products_context.items)) {
-    // Preferimos mostrar 1–2 precios por “label” consultado (si vienen múltiples queries)
+    const uniq = new Map();
-    const priced = products_context.items
+    for (const p of products_context.items) {
-      .filter((p) => p && p.name && p.price != null)
+      if (!p?.woo_product_id || !p?.name) continue;
-      .slice(0, 6);
+      if (!uniq.has(p.woo_product_id)) uniq.set(p.woo_product_id, p);
+    }
+    const candidates = [...uniq.values()].slice(0, 60).map((p) => ({
+      woo_product_id: p.woo_product_id,
+      name: p.name,
+      price: p.price ?? null,
+      categories: p.categories || [],
+      attributes: p.attributes || [],
+    }));
 
-    if (priced.length) {
+    // Si hay un único candidato, respondemos el precio directo (y guardamos pending_item para cantidad)
-      const lines = priced
+    if (candidates.length === 1) {
-        .map((p) => {
+      const c = candidates[0];
-          const prefix = p._query ? `${p._query}: ` : "";
+      const price = c.price ?? null;
-          return `- ${prefix}${p.name}: $${formatARS(p.price)}`;
+      const unit = inferDefaultUnit({ name: c.name, categories: c.categories });
-        })
-        .join("\n");
       const decision = {
         mode: "server_price",
-        reply: `Perfecto 🙂\n${lines}\n¿Cuántos kilos querés?`,
+        reply: price != null
+          ? `Perfecto. ${c.name} está $${formatARS(price)} ${pricePerText(unit)}. ${askQtyText(unit)}`
+          : `Perfecto. ${askQtyText(unit)} de ${c.name}?`,
         next_state: "BROWSING",
         intent: "ask_price",
         missing_fields: [],
         order_action: "none",
         basket_resolved: { items: [] },
-        meta: { skipped: "price_server_side", source: products_context.source || null },
+        meta: { server: "price_single_candidate" },
-        context_patch: { pending_clarification: null, awaiting_price: null },
+        context_patch: {
+          pending_clarification: null,
+          awaiting_price: null,
+          pending_item: {
+            product_id: Number(c.woo_product_id),
+            variation_id: null,
+            name: c.name,
+            price: c.price ?? null,
+            categories: c.categories || [],
+            attributes: c.attributes || [],
+            default_unit: unit,
+          },
+        },
+      };
+      logStage(stageDebug, "applyBusinessLogic", decision);
+      return decision;
+    }
+
+    if (candidates.length) {
+      const { question, pending } = buildPagedOptions({ candidates, candidateOffset: 0, baseIdx: 1, pageSize: 9 });
+      const label =
+        (Array.isArray(products_context.queries) ? products_context.queries.join(" / ") : null) ||
+        extracted?.items?.[0]?.label ||
+        "ese producto";
+      const decision = {
+        mode: "ask_clarification",
+        reply: `Para cotizar "${label}", ¿cuál es?\n${question.split("\n").slice(1).join("\n")}`,
+        next_state: "BROWSING",
+        intent: "ask_price",
+        missing_fields: ["product_selection"],
+        order_action: "none",
+        basket_resolved: { items: [] },
+        meta: { server: "price_pick_product" },
+        context_patch: { pending_clarification: pending, awaiting_price: { labels: [label] } },
       };
       logStage(stageDebug, "applyBusinessLogic", decision);
       return decision;
@@ -923,7 +1357,8 @@ export async function processMessage({
   mark("after_insertMessage_in");
 
   mark("before_classifyIntent");
-  const classification = classifyIntent(text, prev?.context);
+  const useTurnV2 = String(process.env.TURN_ENGINE || "").toLowerCase() === "v2";
+  const classification = useTurnV2 ? { kind: "other", intent_hint: "other" } : classifyIntent(text, prev?.context);
   mark("after_classifyIntent");
   logStage(stageDebug, "classifyIntent", classification);
 
@@ -938,10 +1373,31 @@ export async function processMessage({
   });
   logStage(stageDebug, "llmInput.base", { has_history: Array.isArray(llmInput.conversation_history), state: llmInput.current_conversation_state });
 
+  let reducedContext = prev?.context && typeof prev?.context === "object" ? { ...prev.context } : {};
+  let decision;
+  let plan;
+  let llmMeta;
+  let resolvedBasket = null;
+
+  if (useTurnV2) {
+    mark("before_turn_v2");
+    const out = await runTurnV2({
+      tenantId,
+      chat_id,
+      text,
+      prev_state,
+      prev_context: reducedContext,
+      conversation_history: llmInput.conversation_history || [],
+    });
+    plan = out.plan;
+    llmMeta = out.llmMeta;
+    decision = out.decision || { context_patch: {} };
+    mark("after_turn_v2");
+  } else {
     // Reducer de contexto: consolidar slots y evitar “olvidos”
     mark("before_reduceContext");
     const resolveDebug = dbg.resolve;
-  const { extracted, resolvedBasket, unresolved, products_context } = await extractProducts({
+    const { extracted, resolvedBasket: rb, unresolved, products_context } = await extractProducts({
       tenantId,
       text,
       llmInput,
@@ -950,7 +1406,8 @@ export async function processMessage({
       classification,
       stageDebug,
     });
-  const reducedContext = reduceConversationContext(prev?.context, { text, extracted, products_context: llmInput.products_context || products_context });
+    resolvedBasket = rb || null;
+    reducedContext = reduceConversationContext(prev?.context, { text, extracted, products_context: llmInput.products_context || products_context });
     mark("after_reduceContext");
     logStage(stageDebug, "reduceContext", reducedContext?.slots || {});
 
@@ -973,7 +1430,7 @@ export async function processMessage({
     }
 
     mark("before_applyBusinessLogic");
-  const decision = applyBusinessLogic({
+    decision = applyBusinessLogic({
       text,
       classification,
       extracted,
@@ -985,7 +1442,7 @@ export async function processMessage({
     });
     mark("after_applyBusinessLogic");
 
-  const { plan, llmMeta } = await composeReply({
+    const out = await composeReply({
       text,
       llmInput,
       decision,
@@ -993,6 +1450,9 @@ export async function processMessage({
       mark,
       stageDebug,
     });
+    plan = out.plan;
+    llmMeta = out.llmMeta;
+  }
 
   sanitizeIntentAndState({ plan, text, classification, prev_state });
 

src/services/turnEngineV2.js

@@ -0,0 +1,415 @@
+import { z } from "zod";
+import { llmNlu } from "./openai.js";
+import { searchProducts } from "./wooProducts.js";
+
+// --- Types / Contracts (runtime-validated where it matters) ---
+
+const TurnActionSchema = z.object({
+  type: z.enum(["show_options", "quote_price", "add_to_cart", "ask_clarification"]),
+  payload: z.record(z.any()).default({}),
+});
+
+function normalizeUnit(unit) {
+  const u = unit == null ? null : String(unit).toLowerCase();
+  if (!u) return null;
+  if (u === "kg" || u === "kilo" || u === "kilos") return "kg";
+  if (u === "g" || u === "gramo" || u === "gramos") return "g";
+  if (u === "unidad" || u === "unidades" || u === "unit") return "unit";
+  if (u === "docena" || u === "docenas") return "docena";
+  return null;
+}
+
+function pickProductQuery({ nlu, prevContext }) {
+  const q = nlu?.entities?.product_query || null;
+  if (q && String(q).trim()) return String(q).trim();
+  const last = prevContext?.slots?.product_label || prevContext?.pending_item?.name || null;
+  return last && String(last).trim() ? String(last).trim() : null;
+}
+
+function mapIntentToLegacy(intent) {
+  switch (intent) {
+    case "price_query":
+      return "ask_price";
+    case "browse":
+      return "browse_products";
+    case "add_to_cart":
+      return "add_item";
+    case "remove_from_cart":
+      return "remove_item";
+    case "checkout":
+      return "checkout";
+    case "greeting":
+      return "other";
+    default:
+      return "other";
+  }
+}
+
+function formatARS(n) {
+  const num = Number(n);
+  if (!Number.isFinite(num)) return String(n);
+  // simple ARS formatting (miles con punto)
+  return Math.round(num).toString().replace(/\B(?=(\d{3})+(?!\d))/g, ".");
+}
+
+function inferUnitHintByName(name) {
+  const n = String(name || "").toLowerCase();
+  // Embutidos / parrilleros: puede ser kg o unidad
+  if (/\b(chorizo|chorizos|morcilla|morcillas|salchicha|salchichas|parrillera|parrilleras)\b/.test(n)) {
+    return { defaultUnit: "unit", ask: "¿Los querés por kg o por unidad?" };
+  }
+  // Bebidas: unidad
+  if (/\b(vino|vinos|cerveza|cervezas|gaseosa|gaseosas|whisky|ron|gin|vodka|fernet)\b/.test(n)) {
+    return { defaultUnit: "unit", ask: "¿Cuántas unidades querés?" };
+  }
+  // Carnes: kg (no preguntar “por kilo”, preguntar cantidad)
+  return { defaultUnit: "kg", ask: "¿Cuántos kilos querés?" };
+}
+
+function unitAskFor(unit) {
+  if (unit === "g") return "¿Cuántos gramos querés?";
+  if (unit === "unit") return "¿Cuántas unidades querés?";
+  return "¿Cuántos kilos querés?";
+}
+
+function formatQty({ quantity, unit }) {
+  const q = Number(quantity);
+  if (!Number.isFinite(q) || q <= 0) return String(quantity);
+  if (unit === "g") return `${q}g`;
+  if (unit === "unit") return `${q}u`;
+  return `${q}kg`;
+}
+
+function buildOptionsList(candidates, { baseIdx = 1, pageSize = 9 } = {}) {
+  const slice = candidates.slice(0, Math.max(1, Math.min(20, pageSize)));
+  const options = slice.map((c, i) => ({
+    idx: baseIdx + i,
+    woo_product_id: c.woo_product_id,
+    name: c.name,
+    price: c.price ?? null,
+  }));
+  const list = options.map((o) => `- ${o.idx}) ${o.name}`).join("\n");
+  return { options, text: `¿Cuál de estos querés?\n${list}\n\nRespondé con el número.` };
+}
+
+function parseIndexSelection(text) {
+  const t = String(text || "").toLowerCase();
+  const m = /\b(\d{1,2})\b/.exec(t);
+  if (!m) return null;
+  const n = parseInt(m[1], 10);
+  return Number.isFinite(n) ? n : null;
+}
+
+/**
+ * Turn Engine v2: “LLM-first NLU, deterministic core”
+ *
+ * Devuelve un objeto compatible con el pipeline actual:
+ * { plan, llmMeta, decision }
+ * - plan: { reply, next_state, intent, missing_fields, order_action, basket_resolved }
+ * - decision.context_patch: para que pipeline lo persista
+ */
+export async function runTurnV2({
+  tenantId,
+  chat_id,
+  text,
+  prev_state,
+  prev_context,
+  conversation_history,
+} = {}) {
+  const prev = prev_context && typeof prev_context === "object" ? prev_context : {};
+
+  const last_shown_options = Array.isArray(prev?.pending_clarification?.options)
+    ? prev.pending_clarification.options.map((o) => ({ idx: o.idx, type: o.type, name: o.name, woo_product_id: o.woo_product_id || null }))
+    : [];
+
+  const nluInput = {
+    last_user_message: text,
+    conversation_state: prev_state || "IDLE",
+    memory_summary: Array.isArray(conversation_history)
+      ? conversation_history
+          .slice(-6)
+          .map((m) => `${m.role === "user" ? "U" : "A"}:${String(m.content || "").slice(0, 120)}`)
+          .join(" | ")
+      : "",
+    pending_context: {
+      pending_clarification: Boolean(prev?.pending_clarification?.candidates?.length),
+      pending_item: prev?.pending_item?.name || null,
+    },
+    last_shown_options,
+    locale: "es-AR",
+    customer_profile: prev?.customer_profile || null,
+    feature_flags: { turn_engine: "v2" },
+  };
+
+  const { nlu, raw_text, model, usage } = await llmNlu({ input: nluInput });
+  const llmMeta = { model, usage, raw_text, kind: "nlu_v2" };
+
+  const actions = [];
+  const context_patch = {};
+
+  // --- AWAITING_QUANTITY / pending_item ---
+  // Si ya hay un producto elegido, el siguiente turno suele ser cantidad/unidad.
+  if (prev?.pending_item?.product_id && !prev?.pending_clarification?.candidates?.length) {
+    const q0 = nlu?.entities?.quantity;
+    const u0 = normalizeUnit(nlu?.entities?.unit);
+    // Permitir "por kg"/"por unidad" sin número: actualizamos default_unit y preguntamos cantidad.
+    if (!q0 && u0) {
+      context_patch.pending_item = { ...(prev.pending_item || {}), default_unit: u0 === "g" ? "g" : u0 === "unit" ? "unit" : "kg" };
+      const plan = {
+        reply: unitAskFor(context_patch.pending_item.default_unit),
+        next_state: "BUILDING_ORDER",
+        intent: "add_item",
+        missing_fields: ["quantity"],
+        order_action: "none",
+        basket_resolved: { items: [] },
+      };
+      const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, stage: "pending_item_set_unit" } };
+      return { plan, llmMeta, decision };
+    }
+
+    // Número solo (ej "4") -> quantity, con unit por default_unit del pending_item.
+    if (q0 && Number(q0) > 0) {
+      const defaultUnit = prev.pending_item.default_unit || "kg";
+      const unit = u0 === "g" ? "g" : u0 === "unit" || u0 === "docena" ? "unit" : defaultUnit === "g" ? "g" : defaultUnit === "unit" ? "unit" : "kg";
+      const qty = u0 === "docena" ? Number(q0) * 12 : Number(q0);
+      const it = {
+        product_id: Number(prev.pending_item.product_id),
+        variation_id: prev.pending_item.variation_id ?? null,
+        quantity: qty,
+        unit,
+        label: prev.pending_item.name || "ese producto",
+      };
+      context_patch.pending_item = null;
+      context_patch.order_basket = { items: [...(prev?.order_basket?.items || []), it] };
+      actions.push({ type: "add_to_cart", payload: { product_id: it.product_id, quantity: it.quantity, unit: it.unit } });
+      const plan = {
+        reply: `Perfecto, anoto ${formatQty({ quantity: it.quantity, unit: it.unit })} de ${it.label}. ¿Algo más?`,
+        next_state: "BUILDING_ORDER",
+        intent: "add_item",
+        missing_fields: [],
+        order_action: "none",
+        basket_resolved: { items: [it] },
+      };
+      const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, stage: "pending_item_qty" } };
+      return { plan, llmMeta, decision };
+    }
+
+    // Si no entendimos cantidad, re-preguntamos con la unidad correcta.
+    const fallbackUnit = prev.pending_item.default_unit || inferUnitHintByName(prev.pending_item.name || "").defaultUnit;
+    const plan = {
+      reply: unitAskFor(fallbackUnit === "unit" ? "unit" : fallbackUnit === "g" ? "g" : "kg"),
+      next_state: "BUILDING_ORDER",
+      intent: "add_item",
+      missing_fields: ["quantity"],
+      order_action: "none",
+      basket_resolved: { items: [] },
+    };
+    const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, stage: "pending_item_reask" } };
+    return { plan, llmMeta, decision };
+  }
+
+  // --- Deterministic overrides from state/pending ---
+  // Si hay pending_clarification, una respuesta numérica debe interpretarse como selección.
+  const selectionIdx =
+    (nlu?.entities?.selection?.type === "index" ? parseInt(String(nlu.entities.selection.value), 10) : null) ??
+    (prev?.pending_clarification?.candidates?.length ? parseIndexSelection(text) : null);
+
+  // Si hay selectionIdx y options vigentes, elegimos producto.
+  let chosen = null;
+  if (selectionIdx && Array.isArray(prev?.pending_clarification?.options)) {
+    const opt = prev.pending_clarification.options.find((o) => o.idx === selectionIdx && o.type === "product");
+    if (opt) {
+      chosen = prev.pending_clarification.candidates?.find((c) => c.woo_product_id === opt.woo_product_id) || null;
+    }
+  }
+
+  // --- Retrieval (catálogo) ---
+  const productQuery = pickProductQuery({ nlu, prevContext: prev });
+  let candidates = [];
+  if (nlu?.needs?.catalog_lookup || ["price_query", "browse", "add_to_cart"].includes(nlu.intent)) {
+    if (productQuery) {
+      const { items } = await searchProducts({ tenantId, q: productQuery, limit: 12 });
+      candidates = Array.isArray(items) ? items : [];
+    }
+  }
+
+  // Si no venía de pending_clarification pero NLU pidió browse, y tenemos candidatos, mostramos lista.
+  if (!chosen && (nlu.intent === "browse" || (nlu.intent === "price_query" && candidates.length > 1))) {
+    const { options, text: listText } = buildOptionsList(candidates, { baseIdx: 1, pageSize: 9 });
+    actions.push({ type: "show_options", payload: { count: options.length } });
+    context_patch.pending_clarification = {
+      candidates: candidates.map((c) => ({
+        woo_product_id: c.woo_product_id,
+        name: c.name,
+        price: c.price ?? null,
+        categories: c.categories || [],
+        attributes: c.attributes || [],
+      })),
+      options: options.map((o) => ({ idx: o.idx, type: "product", woo_product_id: o.woo_product_id, name: o.name })),
+      candidate_offset: 0,
+      page_size: 9,
+      base_idx: 1,
+      has_more: false,
+      next_candidate_offset: options.length,
+      next_base_idx: options.length + 1,
+    };
+    // clave: al entrar en selección por lista, anulamos pending_item viejo
+    context_patch.pending_item = null;
+    const plan = {
+      reply: listText,
+      next_state: "BROWSING",
+      intent: "browse_products",
+      missing_fields: ["product_selection"],
+      order_action: "none",
+      basket_resolved: { items: [] },
+    };
+    const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, productQuery, candidates_count: candidates.length } };
+    return { plan, llmMeta, decision };
+  }
+
+  // Si hubo elección por índice (chosen), pasamos a AWAITING_QUANTITY (representado como BUILDING_ORDER).
+  if (chosen) {
+    actions.push({ type: "ask_clarification", payload: { reason: "missing_quantity" } });
+    const unitHint = inferUnitHintByName(chosen.name);
+    context_patch.pending_clarification = null;
+    context_patch.pending_item = {
+      product_id: Number(chosen.woo_product_id),
+      variation_id: null,
+      name: chosen.name,
+      price: chosen.price ?? null,
+      categories: chosen.categories || [],
+      attributes: chosen.attributes || [],
+      default_unit: unitHint.defaultUnit === "unit" ? "unit" : "kg",
+    };
+
+    // si el mismo turno ya trajo cantidad, agregamos al carrito directo
+    const q = nlu?.entities?.quantity;
+    const u = normalizeUnit(nlu?.entities?.unit);
+    if (q && Number(q) > 0) {
+      const unit = u === "g" ? "g" : u === "unit" || u === "docena" ? "unit" : "kg";
+      const qty = u === "docena" ? Number(q) * 12 : Number(q);
+      const it = {
+        product_id: Number(chosen.woo_product_id),
+        variation_id: null,
+        quantity: qty,
+        unit,
+        label: chosen.name,
+      };
+      context_patch.pending_item = null;
+      context_patch.order_basket = { items: [...(prev?.order_basket?.items || []), it] };
+      actions.push({ type: "add_to_cart", payload: { product_id: it.product_id, quantity: it.quantity, unit: it.unit } });
+      const plan = {
+        reply: `Perfecto, anoto ${unit === "kg" ? `${qty}kg` : `${qty}u`} de ${chosen.name}. ¿Algo más?`,
+        next_state: "BUILDING_ORDER",
+        intent: "add_item",
+        missing_fields: [],
+        order_action: "none",
+        basket_resolved: { items: [it] },
+      };
+      const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, chosen: { id: chosen.woo_product_id, name: chosen.name } } };
+      return { plan, llmMeta, decision };
+    }
+
+    const plan = {
+      reply: unitHint.ask,
+      next_state: "BUILDING_ORDER",
+      intent: "add_item",
+      missing_fields: ["quantity"],
+      order_action: "none",
+      basket_resolved: { items: [] },
+    };
+    const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, chosen: { id: chosen.woo_product_id, name: chosen.name } } };
+    return { plan, llmMeta, decision };
+  }
+
+  // price_query: si hay 1 candidato claro => cotizar
+  if (nlu.intent === "price_query" && candidates.length === 1) {
+    const c = candidates[0];
+    actions.push({ type: "quote_price", payload: { product_id: c.woo_product_id } });
+    const unitHint = inferUnitHintByName(c.name);
+    const price = c.price;
+    const per = unitHint.defaultUnit === "unit" ? "por unidad" : "el kilo";
+    const reply =
+      price != null
+        ? `${c.name} está $${formatARS(price)} ${per}. ${unitHint.ask}`
+        : `Dale, lo reviso y te confirmo el precio en un momento. ${unitHint.ask}`;
+    // en price, dejamos pending_item para que el siguiente turno sea cantidad
+    context_patch.pending_item = {
+      product_id: Number(c.woo_product_id),
+      variation_id: null,
+      name: c.name,
+      price: c.price ?? null,
+      categories: c.categories || [],
+      attributes: c.attributes || [],
+      default_unit: unitHint.defaultUnit === "unit" ? "unit" : "kg",
+    };
+    context_patch.pending_clarification = null;
+    const plan = {
+      reply,
+      next_state: "BROWSING",
+      intent: "ask_price",
+      missing_fields: ["quantity"],
+      order_action: "none",
+      basket_resolved: { items: [] },
+    };
+    const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, candidates_count: candidates.length } };
+    return { plan, llmMeta, decision };
+  }
+
+  // add_to_cart sin candidates: preguntamos producto
+  if (nlu.intent === "add_to_cart" && !productQuery) {
+    actions.push({ type: "ask_clarification", payload: { reason: "missing_product" } });
+    const plan = {
+      reply: "Dale. ¿Qué producto querés agregar?",
+      next_state: prev_state || "IDLE",
+      intent: "add_item",
+      missing_fields: ["product_query"],
+      order_action: "none",
+      basket_resolved: { items: [] },
+    };
+    const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu } };
+    return { plan, llmMeta, decision };
+  }
+
+  // add_to_cart con candidates y cantidad: si hay 1 candidato claro, agregamos directo.
+  if (nlu.intent === "add_to_cart" && candidates.length === 1 && nlu?.entities?.quantity && Number(nlu.entities.quantity) > 0) {
+    const c = candidates[0];
+    const u = normalizeUnit(nlu?.entities?.unit);
+    const unitHint = inferUnitHintByName(c.name);
+    const unit = u === "g" ? "g" : u === "unit" || u === "docena" ? "unit" : unitHint.defaultUnit === "unit" ? "unit" : "kg";
+    const qty = u === "docena" ? Number(nlu.entities.quantity) * 12 : Number(nlu.entities.quantity);
+    const it = { product_id: Number(c.woo_product_id), variation_id: null, quantity: qty, unit, label: c.name };
+    context_patch.order_basket = { items: [...(prev?.order_basket?.items || []), it] };
+    actions.push({ type: "add_to_cart", payload: { product_id: it.product_id, quantity: it.quantity, unit: it.unit } });
+    const plan = {
+      reply: `Perfecto, anoto ${formatQty({ quantity: it.quantity, unit: it.unit })} de ${c.name}. ¿Algo más?`,
+      next_state: "BUILDING_ORDER",
+      intent: "add_item",
+      missing_fields: [],
+      order_action: "none",
+      basket_resolved: { items: [it] },
+    };
+    const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, stage: "add_to_cart_direct" } };
+    return { plan, llmMeta, decision };
+  }
+
+  // Fallback: respuesta segura y corta, sin inventar.
+  const legacyIntent = mapIntentToLegacy(nlu.intent);
+  const plan = {
+    reply: nlu?.clarification?.question || "Dale. ¿Qué necesitás exactamente?",
+    next_state: prev_state || "IDLE",
+    intent: legacyIntent,
+    missing_fields: [],
+    order_action: "none",
+    basket_resolved: { items: [] },
+  };
+  const decision = { mode: "turn_v2", context_patch, actions, audit: { nlu, productQuery, candidates_count: candidates.length } };
+  // validate actions shape (best-effort, no throw)
+  try {
+    decision.actions = Array.isArray(actions) ? actions.map((a) => TurnActionSchema.parse(a)) : [];
+  } catch {
+    decision.actions = [];
+  }
+  return { plan, llmMeta, decision };
+}
+

src/services/wooProducts.js

@@ -95,6 +95,13 @@ function normalizeWooProduct(p) {
     price: parsePrice(p?.price ?? p?.regular_price ?? p?.sale_price),
     currency: null,
     type: p?.type || null, // simple | variable | grouped | external
+    categories: Array.isArray(p?.categories)
+      ? p.categories.map((c) => ({
+          id: c?.id ?? null,
+          name: c?.name ?? null,
+          slug: c?.slug ?? null,
+        }))
+      : [],
     attributes: Array.isArray(p?.attributes)
       ? p.attributes.map((a) => ({
           name: a?.name || null,
@@ -126,8 +133,9 @@ export async function searchProducts({
   // 1) Cache en Postgres
   const cached = await searchWooProductCache({ tenant_id: tenantId, q: query, limit: lim });
 
-  // 2) Si no hay nada (o force), buscamos en Woo y cacheamos
+  // 2) Si no hay suficiente (o force), buscamos en Woo y cacheamos
-  const needWooSearch = forceWoo || cached.length === 0;
+  // Nota: si el cache tiene 3 items pero pedimos 12, igual necesitamos ir a Woo para no “recortar” catálogo.
+  const needWooSearch = forceWoo || cached.length < lim;
   const client = await getWooClient({ tenantId });
 
   let wooItems = [];
@@ -228,6 +236,7 @@ export async function searchProducts({
           price: p.price,
           currency: p.currency,
           type: p.type,
+          categories: p.categories,
           attributes: p.attributes,
           raw_price: p.raw_price,
           source: "woo",
@@ -240,6 +249,13 @@ export async function searchProducts({
         currency: c.currency,
         refreshed_at: c.refreshed_at,
         type: c?.payload?.type || null,
+        categories: Array.isArray(c?.payload?.categories)
+          ? c.payload.categories.map((cat) => ({
+              id: cat?.id ?? null,
+              name: cat?.name ?? null,
+              slug: cat?.slug ?? null,
+            }))
+          : [],
         attributes: Array.isArray(c?.payload?.attributes)
           ? c.payload.attributes.map((a) => ({
               name: a?.name || null,