File size: 11,491 Bytes
c86876a
 
ed3640a
ef8565a
ed3640a
 
ef8565a
ed3640a
 
 
ef8565a
c86876a
 
 
 
 
 
 
ed3640a
c86876a
 
 
 
 
 
 
ed3640a
 
 
 
 
 
 
 
 
 
 
 
 
 
c86876a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ed3640a
c86876a
 
ed3640a
c86876a
ef8565a
ed3640a
 
 
ef8565a
ed3640a
c86876a
 
 
 
 
 
 
 
 
ed3640a
c86876a
 
 
 
 
 
 
 
 
 
 
 
 
 
ed3640a
 
c86876a
ef8565a
 
ed3640a
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
import { promises as fs } from 'fs';
import path from 'path';
import type { NextRequest } from 'next/server';

export const runtime = 'nodejs';
export const dynamic = 'force-dynamic';

type RouteContext = {
  params: Promise<{ path: string[] }>;
};

type ChatRequest = {
  question?: string;
  doc_ids?: string[];
};

type JsonValue = Record<string, unknown> | Array<unknown>;

const BACKEND_INTERNAL_URL = process.env.BACKEND_INTERNAL_URL || 'http://127.0.0.1:8000';
const PRIMARY_DOC_ID = 'emiratesnbd_investor_presentation_2026_q1';
const DATA_DIR = path.join(process.cwd(), 'backend', 'data');
const CACHE_DIR = path.join(DATA_DIR, 'response_cache', PRIMARY_DOC_ID);
const DOCS_FILE = path.join(DATA_DIR, 'documents.json');
const PAGES_DIR = path.join(DATA_DIR, 'pages');
const UPSTREAM_TIMEOUT_MS = 1200;

const HOP_BY_HOP_HEADERS = new Set([
  'connection',
  'content-encoding',
  'content-length',
  'host',
  'keep-alive',
  'proxy-authenticate',
  'proxy-authorization',
  'te',
  'trailer',
  'transfer-encoding',
  'upgrade',
]);

const INTENT_CACHE_FILES: Record<string, string> = {
  capital: 'capital.json',
  cost_efficiency: 'cost-efficiency.json',
  credit_quality: 'credit-quality.json',
  deposits: 'deposits.json',
  ecl_scenario: 'ecl-scenario.json',
  esg: 'esg.json',
  hyperinflation: 'hyperinflation.json',
  income: 'income.json',
  liquidity: 'liquidity.json',
  loans_sector: 'loans-sector.json',
  loans: 'loans.json',
  macro: 'macro.json',
  net_interest_margin: 'net-interest-margin.json',
  non_funded_income: 'non-funded-income.json',
  profitability: 'profitability.json',
  segment: 'segment.json',
};

const INTENT_PATTERNS: Array<[string, RegExp[]]> = [
  ['esg', [
    /\besg\b/i, /\benvironmental social governance\b/i, /\bsustainab/i,
    /\bgreen\b/i, /\bclimate\b/i, /\bemissions?\b/i, /\bghg\b/i,
    /\bsustainable finance\b/i, /\bsustainalytics\b/i, /\bmsci\b/i,
  ]],
  ['segment', [
    /\bbusiness segment/i, /\bsegment performance\b/i, /\bsegmental performance\b/i,
    /\brbwm\b/i, /\bcib\b/i, /\bgm&t\b/i, /\bglobal markets\b/i,
    /\btreasury\b/i, /\bdenizbank\b/i, /\bretail banking\b/i,
    /\bwealth management\b/i, /\bdivision/i,
  ]],
  ['non_funded_income', [
    /\bnon[- ]?funded\b/i, /\bnfi\b/i, /\bfee/i, /\bcommission/i,
    /\bclient flow/i, /\btrading income/i, /\bfx\b/i,
  ]],
  ['net_interest_margin', [
    /\bnim\b/i, /\bnet interest margin\b/i, /\binterest margin\b/i,
  ]],
  ['capital', [
    /\bcapital adequacy\b/i, /\bcet[- ]?1\b/i, /\bcar\b/i, /\brwa\b/i,
    /\bbasel\b/i, /\bcapital ratio/i,
  ]],
  ['liquidity', [
    /\bliquidity\b/i, /\bliquidity coverage ratio\b/i, /\blcr\b/i,
    /\badr\b/i, /\bfunding\b/i, /\bdebt maturit/i,
  ]],
  ['credit_quality', [
    /\bcost of risk\b/i, /\bcredit quality\b/i, /\bnpl\b/i,
    /\bcoverage ratio\b/i, /\bimpairment/i, /\bprovision/i,
  ]],
  ['ecl_scenario', [
    /\becl\b/i, /\bexpected credit loss\b/i, /\bscenario/i, /\bstage\s*[123]\b/i,
  ]],
  ['cost_efficiency', [
    /\bcost[- ]?to[- ]?income\b/i, /\bcir\b/i, /\bcost efficiency\b/i,
    /\boperating expense/i,
  ]],
  ['loans_sector', [
    /\bloans? by sector\b/i, /\bsector mix\b/i, /\bsector concentration/i,
    /\bloan portfolio.*sector\b/i,
  ]],
  ['loans', [
    /\bloans?\b/i, /\badvances?\b/i, /\blending\b/i, /\bloan growth\b/i,
    /\bloans? and deposits?\b/i, /\bloan.*deposit\b/i,
  ]],
  ['deposits', [
    /\bdeposits?\b/i, /\bcasa\b/i, /\btime deposits?\b/i, /\bfunding base\b/i,
  ]],
  ['hyperinflation', [
    /\bhyperinflation\b/i, /\bias\s*29\b/i, /\bturkiye cpi\b/i,
    /\bmonetary correction\b/i,
  ]],
  ['macro', [
    /\bmacro/i, /\beconomic environment\b/i, /\bgdp\b/i, /\binflation\b/i,
    /\btourism\b/i, /\breal estate\b/i, /\bpopulation\b/i, /\bproject awards?\b/i,
  ]],
  ['profitability', [
    /\bnet profit\b/i, /\btotal profit\b/i, /\bprofitability\b/i,
    /\bprofit perform\b/i, /\bprofit growth\b/i, /\bprofit before tax\b/i,
    /\bpbt\b/i, /\brote\b/i, /\bmain drivers?\b/i, /\bkey drivers?\b/i,
    /\bperformance highlights?\b/i, /\bresults? highlights?\b/i,
    /\boverall performance\b/i,
  ]],
  ['income', [
    /\btotal income\b/i, /\bincome statement\b/i, /\boperating income\b/i,
    /\bnet interest income\b/i, /\bnii\b/i, /\brevenue\b/i,
  ]],
];

function jsonResponse(body: JsonValue, init?: ResponseInit): Response {
  return Response.json(body, {
    ...init,
    headers: {
      'Cache-Control': 'no-store',
      ...(init?.headers || {}),
    },
  });
}

async function readJsonFile<T extends JsonValue>(filePath: string): Promise<T | null> {
  try {
    const file = await fs.readFile(filePath, 'utf8');
    return JSON.parse(file) as T;
  } catch {
    return null;
  }
}

async function fileExists(filePath: string): Promise<boolean> {
  try {
    await fs.access(filePath);
    return true;
  } catch {
    return false;
  }
}

function detectIntent(question: string): string | null {
  for (const [intent, patterns] of INTENT_PATTERNS) {
    if (patterns.some(pattern => pattern.test(question))) {
      return intent;
    }
  }
  return null;
}

function insufficientResponse(question: string, latencyMs: number): Record<string, unknown> {
  return {
    response_type: 'insufficient',
    question,
    executive_summary: (
      'I do not have enough evidence in the indexed Emirates NBD Q1 2026 presentation cache to answer this question.'
    ),
    sources: [],
    financial_kpis: [],
    key_drivers: [],
    visual_evidence: [],
    latency_ms: latencyMs,
    model_used: 'next-cache-fallback',
  };
}

async function fallbackHealth(): Promise<Response> {
  return jsonResponse({
    status: 'ok',
    service: 'IRIS IR Intelligence',
    institution: 'Emirates NBD',
    mode: 'next-cache-fallback',
    backend_live: true,
  });
}

async function fallbackDocuments(): Promise<Response> {
  const documents = await readJsonFile<Array<unknown>>(DOCS_FILE);
  if (documents) {
    return jsonResponse(documents);
  }

  return jsonResponse([{
    doc_id: PRIMARY_DOC_ID,
    name: 'Emiratesnbd Investor Presentation 2026 Q1',
    doc_type: 'Investor Presentation',
    period: '2026',
    institution: 'Emirates NBD',
    total_pages: 36,
    status: 'indexed',
    filename: 'emiratesnbd_investor_presentation_2026_q1.pdf',
  }]);
}

async function fallbackChat(request: Request): Promise<Response> {
  const start = Date.now();
  let payload: ChatRequest = {};

  try {
    payload = await request.json() as ChatRequest;
  } catch {
    return jsonResponse({ detail: 'Invalid JSON body' }, { status: 400 });
  }

  const question = payload.question?.trim() || '';
  if (!question) {
    return jsonResponse({ detail: 'Question is required' }, { status: 400 });
  }

  const intent = detectIntent(question);
  if (intent) {
    const cacheFile = INTENT_CACHE_FILES[intent];
    const cached = await readJsonFile<Record<string, unknown>>(path.join(CACHE_DIR, cacheFile));
    if (cached) {
      return jsonResponse({
        ...cached,
        question,
        latency_ms: Math.max(1, Date.now() - start),
        model_used: cached.model_used || 'next-cache-fallback',
      });
    }
  }

  return jsonResponse(insufficientResponse(question, Math.max(1, Date.now() - start)));
}

async function fallbackVisual(pathParts: string[]): Promise<Response> {
  const docId = pathParts[2];
  const pageNumber = Number.parseInt(pathParts[3] || '', 10);
  if (!docId || Number.isNaN(pageNumber)) {
    return jsonResponse({ detail: 'Invalid visual path' }, { status: 400 });
  }

  const pagesDir = path.join(PAGES_DIR, docId, 'pages');
  const pageStem = `page_${String(pageNumber).padStart(4, '0')}`;
  const candidates = [
    path.join(pagesDir, `${pageStem}.png`),
    path.join(pagesDir, `${pageStem}_colpali.png`),
    path.join(pagesDir, `${pageStem}_colpali_index.png`),
  ];

  const imagePath = await candidates.reduce<Promise<string | null>>(async (previous, candidate) => {
    const found = await previous;
    if (found) return found;
    return (await fileExists(candidate)) ? candidate : null;
  }, Promise.resolve(null));

  if (!imagePath) {
    return jsonResponse({ detail: `Page image not found: ${docId}/${pageNumber}` }, { status: 404 });
  }

  const image = await fs.readFile(imagePath);
  return new Response(image, {
    headers: {
      'Content-Type': 'image/png',
      'Cache-Control': 'public, max-age=3600',
    },
  });
}

async function fallbackLegacyPage(pathParts: string[]): Promise<Response> {
  const docId = pathParts[1];
  const filename = pathParts.length >= 4 && pathParts[2] === 'pages'
    ? path.basename(pathParts[3])
    : null;

  if (!docId || !filename || !filename.endsWith('.png')) {
    return jsonResponse({ detail: 'Invalid page image path' }, { status: 400 });
  }

  const imagePath = path.join(PAGES_DIR, docId, 'pages', filename);
  if (!(await fileExists(imagePath))) {
    return jsonResponse({ detail: `Page image not found: ${docId}/${filename}` }, { status: 404 });
  }

  const image = await fs.readFile(imagePath);
  return new Response(image, {
    headers: {
      'Content-Type': 'image/png',
      'Cache-Control': 'public, max-age=3600',
    },
  });
}

async function fallbackRequest(request: Request, pathParts: string[]): Promise<Response> {
  const route = `/${pathParts.join('/')}`.replace(/\/$/, '');

  if (request.method === 'GET' && route === '/api/health') {
    return fallbackHealth();
  }
  if (request.method === 'GET' && route === '/api/documents') {
    return fallbackDocuments();
  }
  if (request.method === 'POST' && route === '/api/chat/query') {
    return fallbackChat(request);
  }
  if (request.method === 'GET' && pathParts[0] === 'api' && pathParts[1] === 'visuals') {
    return fallbackVisual(pathParts);
  }
  if (request.method === 'GET' && pathParts[0] === 'pages') {
    return fallbackLegacyPage(pathParts);
  }

  return jsonResponse({
    detail: 'Backend route unavailable',
    route,
  }, { status: 503 });
}

async function proxyRequest(request: NextRequest, context: RouteContext): Promise<Response> {
  const { path: pathParts } = await context.params;
  const upstream = new URL(`/${pathParts.join('/')}`, BACKEND_INTERNAL_URL);
  upstream.search = request.nextUrl.search;
  const fallbackRequestClone = request.clone();

  const headers = new Headers(request.headers);
  for (const header of HOP_BY_HOP_HEADERS) {
    headers.delete(header);
  }

  try {
    const response = await fetch(upstream, {
      method: request.method,
      headers,
      body: request.method === 'GET' || request.method === 'HEAD' ? undefined : request.body,
      cache: 'no-store',
      signal: AbortSignal.timeout(UPSTREAM_TIMEOUT_MS),
      duplex: 'half',
    } as RequestInit & { duplex: 'half' });

    if (response.ok) {
      const responseHeaders = new Headers(response.headers);
      for (const header of HOP_BY_HOP_HEADERS) {
        responseHeaders.delete(header);
      }

      return new Response(response.body, {
        status: response.status,
        statusText: response.statusText,
        headers: responseHeaders,
      });
    }
  } catch {
    // Fall through to the cache-backed route below.
  }

  return fallbackRequest(fallbackRequestClone, pathParts);
}

export const GET = proxyRequest;
export const POST = proxyRequest;
export const PUT = proxyRequest;
export const PATCH = proxyRequest;
export const DELETE = proxyRequest;
export const HEAD = proxyRequest;
export const OPTIONS = proxyRequest;