// Mock server: static UI + local tile backend (proxy -> OSM, disk-cached) // + routing backend (proxy -> local OSRM instances; per-trip extracts). // The UI only ever talks to localhost; swap the upstream for a real // tileserver-gl / OSRM later without touching the frontend. const http = require('http'); const fs = require('fs'); const path = require('path'); const os = require('os'); const { execFile } = require('child_process'); const PORT = 8077; const ROOT = __dirname; // One upstream OSRM per dataset. `probe` is a short routable pair inside the // extract, used by /router-status (health checks return Ok for 0-distance // queries only when the graph has edges there). const ROUTERS = { northeast: { url: process.env.OSRM_NORTHEAST || 'http://localhost:5000', probe: '-71.06,42.35;-71.07,42.36', // Boston, car extract }, colombia: { url: process.env.OSRM_COLOMBIA || 'http://localhost:5003', probe: '-75.5478,10.3954;-75.5400,10.4020', // Cartagena, foot extract }, }; // LLM backend: local llama.cpp OpenAI-compatible server (see ~/.pi/agent/ // models.json). Model + budget are pinned server-side; the client only ever // sends messages. Qwen3.8-27B-UD3-Q5-dual: --parallel 2, --ctx-size 131072. const LLM = { base: process.env.LLM_BASE || 'http://192.168.3.7:1234', model: process.env.LLM_MODEL || 'Qwen3.8-27B-UD3-Q5-dual', ctx: 131072, maxTokens: +(process.env.LLM_MAX_TOKENS || 8192), // thinking + answer share this budget }; const routerFor = (u) => ROUTERS[u.searchParams.get('router') || 'northeast'] || ROUTERS.northeast; const PROFILE = { foot: 'walking', walk: 'walking', bike: 'cycling', cycle: 'cycling', car: 'driving', drive: 'driving', transit: 'driving' }; const CACHE = path.join(__dirname, '.tilecache'); fs.mkdirSync(CACHE, { recursive: true }); const STORE = path.join(__dirname, 'store'); // per-trip uploads (originals + parsed) + chat logs fs.mkdirSync(STORE, { recursive: true }); const mime = { '.html': 'text/html', '.js': 'text/javascript', '.css': 'text/css', '.json': 'application/json', '.svg': 'image/svg+xml', '.png': 'image/png', }; // ---- document text extraction (used by /parse-doc) -------------------- // Real email HTML defeats the naive <[^>]+> strip (a ">" inside a quoted // attribute — e.g. an inline SVG data-URI — truncates the tag), so scan // char-by-char instead: a tag only ends at an UNQUOTED ">"; comments // (including MSO conditional comments) and whole style/script/head blocks // are skipped; block-level tags become line breaks; table cells get " | ". const ENT = { nbsp: ' ', amp: '&', lt: '<', gt: '>', quot: '"', apos: "'", mdash: '—', ndash: '–', hellip: '…', rsquo: '’', lsquo: '‘', rdquo: '”', ldquo: '“', laquo: '«', raquo: '»', copy: '©', reg: '®', trade: '™', times: '×', deg: '°' }; function decodeEntities(s) { return String(s).replace(/&(#x?[0-9a-f]+|[a-z][a-z0-9]*);/gi, (m, e) => { if (e[0] === '#') { try { return String.fromCodePoint(e[1].toLowerCase() === 'x' ? parseInt(e.slice(2), 16) : parseInt(e.slice(1), 10)); } catch { return ' '; } } return Object.prototype.hasOwnProperty.call(ENT, e.toLowerCase()) ? ENT[e.toLowerCase()] : m; }); } // extract document text: pdftotext for PDFs, MIME decoding for .eml, // tag-aware stripping for HTML. cb({ok:false,error}) or // cb({ok:true,kind,name,text,chars,truncated}) — text capped at 60k chars. const DOC_CAP = 60000; // well under the 131k-token context; flag if we had to cut function finishParse(in0, cb) { const name = String(in0.filename || 'document'); const ext = path.extname(name).toLowerCase(); const ctype = String(in0.mime || ''); if (/^image\//.test(ctype) || ['.png', '.jpg', '.jpeg', '.webp', '.gif', '.bmp'].includes(ext)) return cb({ ok: false, error: 'Screenshots and images aren’t supported yet (no OCR on this box). Save the booking as a PDF, or copy its text and paste it.' }); if (ext === '.msg') return cb({ ok: false, error: 'Outlook .msg files can’t read here — in your mail app use “Forward as HTML” (or Save As → .eml) and drop that instead.' }); let buf = in0.buf; if (!buf) { try { buf = Buffer.from(String(in0.b64 || ''), 'base64'); } catch { return cb({ ok: false, error: 'couldn’t read the file data' }); } if (!buf.length) return cb({ ok: false, error: 'that file looks empty' }); if (buf.length > 16e6) return cb({ ok: false, error: 'file too large (max ~16 MB)' }); } const finish = (text) => { text = String(text || '').replace(/\r\n/g, '\n').replace(/\t/g, ' ').replace(/[ \u00a0]{2,}/g, ' ').replace(/\n{3,}/g, '\n\n').trim(); if (!text) return cb({ ok: false, error: 'no readable text found in that file' }); // collapse heavy repetition (boilerplate fare rules etc.): keep the first // two copies of any line that shows up 10+ times, then a single note const lines = text.split('\n'), count = {}; lines.forEach(l => { const k = l.trim(); if (k) count[k] = (count[k] || 0) + 1; }); const seen = {}, out = []; for (const l of lines) { const k = l.trim(); if (k && count[k] >= 10) { seen[k] = (seen[k] || 0) + 1; if (seen[k] > 2) { if (out[out.length - 1] !== '__DUP__' + k) out.push('__DUP__' + k); continue; } } out.push(l); } text = out.map(l => l.startsWith('__DUP__') ? ' [… ' + count[l.slice(7)] + '× this line repeats — shown above]' : l).join('\n'); try { fs.writeFileSync('/tmp/parse-doc-last.txt', 'file: ' + name + ' (' + buf.length + ' bytes) → ' + text.length + ' chars\n' + '=== extracted text (exactly what the model receives) ===\n' + text); } catch {} console.log(`[parse-doc] ${name} ${buf.length}B → ${text.length} chars${text.length > DOC_CAP ? ' (TRUNCATED at ' + DOC_CAP + ')' : ''} | preview: ${text.slice(0, 200).replace(/\n/g, ' ⏎ ')}`); cb({ ok: true, kind: ext.replace('.', '') || 'text', name, text: text.slice(0, DOC_CAP), chars: text.length, truncated: text.length > DOC_CAP }); }; if (ext === '.pdf' || ctype.includes('pdf')) { const tmp = path.join(os.tmpdir(), 'parse-doc-' + Date.now() + '-' + Math.floor(Math.random() * 1e5) + '.pdf'); fs.writeFile(tmp, buf, (werr) => { if (werr) return cb({ ok: false, error: 'couldn’t write temp file' }); execFile('pdftotext', ['-layout', tmp, '-'], (err, stdout) => { try { fs.unlinkSync(tmp); } catch {} finish(err ? '' : stdout); }); }); return; } let text = buf.toString('utf8'); if (ext === '.eml' || looksLikeMime(text)) { const mimeBody = decodeMime(text); if (mimeBody != null) text = mimeBody; // not really MIME → treat as plain text } const head = text.slice(0, 20000); const tagDensity = (head.match(/<[a-z][\s\/]/gi) || []).length; if (ext === '.html' || ext === '.htm' || ctype.includes('html') || /<\s*(html|!doctype|head|body)\b/i.test(head) || tagDensity > 30) text = htmlToText(text); finish(text); } // JSON body reader: cb(errOrNull, parsedObj) function readBody(req, cb, limit = 24e6) { let body = '', done = false; const finish = (err, obj) => { if (done) return; done = true; cb(err, obj); }; req.on('data', c => { body += c; if (body.length > limit) { req.destroy(); finish('too large'); } }); req.on('end', () => { if (body.length > limit) return finish('too large'); try { finish(null, JSON.parse(body)); } catch { finish('bad json'); } }); } function sendJson(res) { return j => { res.setHeader('Content-Type', 'application/json'); res.writeHead(200); res.end(JSON.stringify(j)); }; } function htmlToText(html) { const BLOCK_END = /^<\/(p|div|tr|table|h[1-6]|li|ul|ol|section|header|footer|blockquote|pre|article|main|form|dl|dd|figure)\s*>$/i; let out = '', i = 0, n = html.length; while (i < n) { const c = html[i]; if (c !== '<') { out += c; i++; continue; } if (html.startsWith(') const end = html.indexOf('-->', i + 4); i = end < 0 ? n : end + 3; continue; } if (html.startsWith('', i); i = end < 0 ? n : end + 1; continue; } const skip = /^<(script|style|head|title)\b/i.exec(html.slice(i, i + 40)); if (skip) { // skip the whole block const cm = new RegExp('', 'i').exec(html.slice(i)); i = cm ? i + cm.index + cm[0].length : n; continue; } let j = i + 1, inQ = null; // find tag end, quote-aware while (j < n) { const d = html[j]; if (inQ) { if (d === inQ) inQ = null; } else if (d === '"' || d === "'") inQ = d; else if (d === '>') break; j++; } const tag = html.slice(i, j < n ? j + 1 : n); if (/^ String(s).replace(/=\r?\n/g, '').replace(/=([0-9a-fA-F]{2})/g, (_, hx) => String.fromCharCode(parseInt(hx, 16))); // top-level header field (starts at column 0 — mail metadata headers like // "X-Arc: ...content-type:from:subject:..." embed field names in their // values, so an unanchored case-insensitive match grabs the wrong one); // last occurrence wins (real headers come after the metadata lines) const headerField = (h, name) => { const re = new RegExp('^' + name + ':\\s*([^\\r\\n]+)', 'gim'); let m, last = null; while ((m = re.exec(h))) last = m[1]; return last ? last.trim().toLowerCase() : ''; }; function decodeMime(raw) { // best text part (html preferred, then longest); handles one level of // nested multipart; returns null if nothing decodable was found const head = raw.slice(0, 20000); const bm = (head.match(/^boundary="?([^";\r\n]+)"?/im) || head.match(/boundary="?([^";\r\n]+)"?/i)); const parts = []; if (bm) { for (const chunk of raw.split(bm[1])) { const nm = chunk.match(/\r?\n([\s\S]*?)\r?\n\r?\n([\s\S]*)/); if (!nm) continue; const h = nm[1]; const ct = headerField(h, 'Content-Type').split(';')[0]; const ce = headerField(h, 'Content-Transfer-Encoding'); const body = nm[2].replace(/\n--\s*$/, ''); if (body.trim()) parts.push({ ct, ce, body }); } } else { const nm = raw.match(/\r?\n([\s\S]*?)\r?\n\r?\n([\s\S]*)/); if (nm) { const h = nm[1]; parts.push({ ct: headerField(h, 'Content-Type').split(';')[0], ce: headerField(h, 'Content-Transfer-Encoding'), body: nm[2] }); } } const dec = []; for (const p of parts) { if (/^multipart\//.test(p.ct)) { // nested multipart — recurse const inner = decodeMime(p.body); if (inner) dec.push({ html: /<\s*(html|body|div|table|p)\b/i.test(inner.slice(0, 2000)), len: inner.length, body: inner }); continue; } if (!/text\/(html|plain)/.test(p.ct)) continue; let body = p.body; try { if (p.ce === 'base64') body = Buffer.from(body.replace(/\s+/g, ''), 'base64').toString('utf8'); else if (p.ce === 'quoted-printable') body = decodeQP(body); } catch { continue; } if (body.trim()) dec.push({ html: p.ct.includes('html'), len: body.length, body }); } dec.sort((a, b) => (b.html - a.html) || (b.len - a.len)); if (dec.length) return dec[0].body; // last resort: brute-force the biggest base64 block (mail clients vary in // boundary quoting, charset headers, etc.) const blocks = raw.match(/[A-Za-z0-9+\/\n=]{400,}/g) || []; for (const b of blocks.slice(0, 12)) { try { const d = Buffer.from(b.replace(/\s+/g, ''), 'base64').toString('utf8'); if (d.length > 200 && /[a-z]{4,}/i.test(d)) dec.push({ html: /<\s*(html|body|div|table|p)\b/i.test(d.slice(0, 2000)), len: d.length, body: d }); } catch {} } dec.sort((a, b) => (b.html - a.html) || (b.len - a.len)); return dec.length ? dec[0].body : null; } http.createServer((req, res) => { const u = new URL(req.url, 'http://x'); // ---- routing backend (proxy -> local OSRM) ------------------------ // /route?mode=foot&points=lng,lat;lng,lat[;...] // /table?mode=foot&points=lng,lat;lng,lat[;...] if (u.pathname === '/route' || u.pathname === '/table') { const kind = u.pathname.slice(1); const mode = u.searchParams.get('mode') || 'foot'; const points = u.searchParams.get('points') || ''; const profile = PROFILE[mode] || 'driving'; let osrmPath = `/${kind}/v1/${profile}/${encodeURIComponent(points)}`; if (kind === 'route') osrmPath += '?overview=full&alternatives=false&steps=false'; else { // table: durations from the first point (the anchor) to every point const n = points.split(';').filter(Boolean).length; const targets = Array.from({ length: n }, (_, i) => i).join(','); osrmPath += `?annotations=duration,distance&sources=0&targets=${targets}`; } const up = routerFor(u).url; const fetchUp = fetch(up + osrmPath).then(r => r.text()).catch(() => null); fetchUp.then(body => { res.setHeader('Access-Control-Allow-Origin', '*'); res.setHeader('Content-Type', 'application/json'); if (body == null) { res.writeHead(502); return res.end(JSON.stringify({ code: 'ProxyError' })); } res.writeHead(200); res.end(body); }); return; } // routing availability probe (so the UI can label router vs estimate) if (u.pathname === '/router-status') { const rt = routerFor(u); fetch(rt.url + '/route/v1/walking/' + rt.probe + '?overview=false').then(r => r.text()) .then(t => { let ok = false; try { ok = JSON.parse(t).code === 'Ok' && JSON.parse(t).routes?.[0]?.distance > 0; } catch (e) {} res.setHeader('Content-Type', 'application/json'); res.writeHead(200); res.end(JSON.stringify({ router: ok, osrm: rt.url, key: rt === ROUTERS.northeast ? 'northeast' : 'colombia' })); }) .catch(() => { res.setHeader('Content-Type', 'application/json'); res.writeHead(200); res.end(JSON.stringify({ router: false, osrm: rt.url })); }); return; } // ---- tile backend ------------------------------------------------- if (u.pathname.startsWith('/tiles/')) { const parts = u.pathname.split('/'); const [z, x, y] = [parts[2], parts[3], (parts[4] || '').replace(/\.png$/, '')]; if (!/^\d+$/.test(z) || !/^\d+$/.test(x) || !/^\d+$/.test(y)) { res.writeHead(400); return res.end(); } const file = path.join(CACHE, `${z}/${x}`, `${y}.png`); const upstream = `https://tile.openstreetmap.org/${z}/${x}/${y}.png`; res.setHeader('Access-Control-Allow-Origin', '*'); res.setHeader('Content-Type', 'image/png'); res.setHeader('Cache-Control', 'public, max-age=86400'); if (fs.existsSync(file)) { res.writeHead(200); fs.createReadStream(file).pipe(res); return; } fs.mkdirSync(path.dirname(file), { recursive: true }); const fail = (code) => { if (!res.headersSent) { res.writeHead(code); res.end(); } else res.destroy(); }; // buffer the whole tile (≤100 KB), write the cache file, then reply — // no stream-splitting races with a client that reads fast fetch(upstream, { headers: { 'User-Agent': 'mapmock-dev/0.1 (local tile proxy)', 'Referer': `http://localhost:${PORT}/` } }) .then(async r => { if (!r.ok) { return fail(r.status); } const buf = Buffer.from(await r.arrayBuffer()); if (buf.length < 20) { return fail(502); } // empty/garbage tile try { fs.writeFileSync(file, buf); } catch (e) {} if (res.writableEnded) return; res.writeHead(200); res.end(buf); }) .catch(() => fail(502)); return; } // ---- LLM backend (proxy -> local llama.cpp server) ---------------- // GET /llm-status — availability probe (mirrors /router-status) if (u.pathname === '/llm-status') { fetch(LLM.base + '/v1/models').then(r => r.json()) .then(j => { const m = (j.data || []).find(x => x.id === LLM.model); res.setHeader('Access-Control-Allow-Origin', '*'); res.setHeader('Content-Type', 'application/json'); res.writeHead(200); res.end(JSON.stringify({ llm: !!(m && m.status && m.status.value === 'loaded'), model: LLM.model, base: LLM.base, ctx: LLM.ctx, status: (m && m.status && m.status.value) || 'unknown', })); }) .catch(() => { res.setHeader('Access-Control-Allow-Origin', '*'); res.setHeader('Content-Type', 'application/json'); res.writeHead(200); res.end(JSON.stringify({ llm: false, model: LLM.model, base: LLM.base, status: 'unreachable' })); }); return; } // POST /llm-chat — body { messages, max_tokens?, temperature? }. // Non-streaming; the model is a reasoning model, so the server-side budget // must cover hidden thinking plus the visible answer. if (u.pathname === '/llm-chat' && req.method === 'POST') { let body = ''; req.on('data', c => { body += c; if (body.length > 2e6) req.destroy(); }); req.on('end', () => { let in0; try { in0 = JSON.parse(body); } catch { res.writeHead(400); return res.end('bad json'); } const payload = { model: LLM.model, messages: Array.isArray(in0.messages) ? in0.messages : [], max_tokens: in0.max_tokens || LLM.maxTokens, temperature: in0.temperature ?? 0.7, stream: false, }; res.setHeader('Access-Control-Allow-Origin', '*'); res.setHeader('Content-Type', 'application/json'); fetch(LLM.base + '/v1/chat/completions', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify(payload), }).then(async r => { const t = await r.text(); res.writeHead(r.ok ? 200 : 502); res.end(t); }).catch(() => { res.writeHead(502); res.end(JSON.stringify({ error: 'LLM server unreachable at ' + LLM.base })); }); }); return; } // ---- document ingestion (flight/booking → text) -------------------- // POST /parse-doc — body { filename, mime, b64 }. Returns { ok, kind, // name, text, chars, truncated }. PDFs go through pdftotext; emails (.eml // or MIME-looking text) have their text parts decoded; HTML is reduced to // clean text with htmlToText(); txt/ics/csv/json read directly. Images // are rejected (no OCR on this box). if (u.pathname === '/parse-doc' && req.method === 'POST') { readBody(req, (err, in0) => { if (err) { res.writeHead(400); return res.end('bad request'); } finishParse(in0, sendJson(res)); }); return; } // ---- per-trip server store ------------------------------------------ // Storage is cheap: for every trip we keep the ORIGINAL uploaded files, // the extracted text of each, and the full LLM conversation (jsonl). // store//docs/- original bytes // store//docs/-.txt extracted text + header // store//chat.jsonl {role,text,at} per line if (u.pathname.startsWith('/trip-store/')) { const seg = u.pathname.slice('/trip-store/'.length).split('/'); const tripId = decodeURIComponent(seg[0] || ''); if (!/^[a-z0-9][a-z0-9_-]{0,31}$/i.test(tripId)) { res.writeHead(400); return res.end('bad trip id'); } const dir = path.join(STORE, tripId); fs.mkdirSync(path.join(dir, 'docs'), { recursive: true }); const json = sendJson(res); if (req.method === 'GET' && seg[1] === undefined) { // manifest: docs + chat stats for this trip const docs = fs.readdirSync(path.join(dir, 'docs')) .filter(f => !f.endsWith('.txt')) .map(f => { const docId = f.split('-')[0]; let name = f.slice(docId.length + 1), originalSize = 0, text = '', chars = 0, truncated = false; try { originalSize = fs.statSync(path.join(dir, 'docs', f)).size; } catch { originalSize = -1; } try { const t = fs.readFileSync(path.join(dir, 'docs', f + '.txt'), 'utf8'); const nl = t.indexOf('\n'); const m = t.slice(0, nl).match(/^file: (.+) \((\d+) bytes\) → (\d+) chars( \(truncated\))?/); if (m) { name = m[1]; originalSize = +m[2]; chars = +m[3]; truncated = !!m[4]; } text = t.slice(nl + 1); } catch {} const kind = path.extname(name).toLowerCase().replace('.', '') || 'text'; return { docId, name, kind, originalSize, chars, truncated, text }; }); let chatCount = 0, chatBytes = 0; try { chatBytes = fs.statSync(path.join(dir, 'chat.jsonl')).size; chatCount = fs.readFileSync(path.join(dir, 'chat.jsonl'), 'utf8').split('\n').filter(Boolean).length; } catch {} return json({ trip: tripId, docs, chat: { count: chatCount, bytes: chatBytes } }); } if (req.method === 'GET' && seg[1] === 'chat') { let messages = []; try { messages = fs.readFileSync(path.join(dir, 'chat.jsonl'), 'utf8') .split('\n').filter(Boolean).slice(-100) .map(l => { try { return JSON.parse(l); } catch { return null; } }) .filter(Boolean); } catch {} return json({ messages }); } if (req.method === 'GET' && seg[1] === 'doc' && seg[2]) { const docId = seg[2]; if (!/^[a-z0-9_-]+$/i.test(docId)) { res.writeHead(400); return res.end('bad doc id'); } const f = fs.readdirSync(path.join(dir, 'docs')).find(x => x.startsWith(docId + '-') && !x.endsWith('.txt')); if (!f) { res.writeHead(404); return res.end('no such doc'); } let name = f.slice(docId.length + 1), originalSize = 0, text = ''; try { originalSize = fs.statSync(path.join(dir, 'docs', f)).size; } catch {} try { const t = fs.readFileSync(path.join(dir, 'docs', f + '.txt'), 'utf8'); const nl = t.indexOf('\n'); const m = t.slice(0, nl).match(/^file: (.+) \((\d+) bytes\) → (\d+) chars/); if (m) { name = m[1]; originalSize = +m[2]; } text = t.slice(nl + 1); } catch {} const kind = path.extname(name).toLowerCase().replace('.', '') || 'text'; return json({ docId, name, kind, originalSize, text }); } if (req.method === 'POST' && seg[1] === 'doc') { readBody(req, (err, in0) => { if (err) return json({ ok: false, error: err === 'too large' ? 'file too large (max ~16 MB)' : 'bad request' }); const rawName = String(in0.filename || 'document') .replace(/[\/\\*?"<>|\x00-\x1f]/g, '_').trim().slice(-80) || 'document'; let buf; try { buf = Buffer.from(String(in0.b64 || ''), 'base64'); } catch { return json({ ok: false, error: 'couldn’t read the file data' }); } if (!buf.length) return json({ ok: false, error: 'that file looks empty' }); finishParse({ filename: rawName, mime: in0.mime || '', buf }, (out) => { if (!out.ok) return json({ ok: false, error: out.error }); const docId = Date.now().toString(36) + Math.random().toString(36).slice(2, 6); const base = path.join(dir, 'docs', docId + '-' + rawName); try { fs.writeFileSync(base, buf); fs.writeFileSync(base + '.txt', 'file: ' + rawName + ' (' + buf.length + ' bytes) → ' + out.chars + ' chars' + (out.truncated ? ' (truncated)' : '') + '\n=== extracted text ===\n' + out.text); } catch { return json({ ok: false, error: 'couldn’t store the document on the server' }); } console.log(`[store] ${tripId}/docs/${docId}-${rawName} ${buf.length}B → ${out.chars} chars`); json({ ok: true, docId, name: rawName, kind: out.kind, text: out.text, chars: out.chars, truncated: out.truncated, originalSize: buf.length }); }); }); return; } if (req.method === 'POST' && seg[1] === 'chat') { readBody(req, (err, in0) => { if (err) return json({ ok: false }); const role = in0.role === 'assistant' ? 'assistant' : 'user'; const text = String(in0.text || ''); if (!text.trim()) return json({ ok: false }); fs.appendFile(path.join(dir, 'chat.jsonl'), JSON.stringify({ role, text, at: Date.now() }) + '\n', e => json({ ok: !e })); }); return; } res.writeHead(404); return res.end('no such store route'); } // ---- static ------------------------------------------------------- let p = u.pathname === '/' ? '/index.html' : u.pathname; const file = path.join(ROOT, p); if (!file.startsWith(ROOT)) { res.writeHead(403); return res.end(); } fs.readFile(file, (e, d) => { if (e) { res.writeHead(404); return res.end('not found'); } res.writeHead(200, { 'Content-Type': mime[path.extname(file)] || 'application/octet-stream' }); res.end(d); }); }).listen(PORT, '0.0.0.0', () => console.log(`map mock: http://localhost:${PORT} (tiles: /tiles/{z}/{x}/{y}.png · llm: ${LLM.base} ${LLM.model})`));