File size: 10,035 Bytes
ebe934f
 
f7a25db
 
 
 
 
 
 
ebe934f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f7a25db
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ebe934f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f7a25db
 
 
 
e6d6240
 
 
 
f7a25db
907c06a
e6d6240
907c06a
ebe934f
 
 
 
907c06a
8d335e4
ebe934f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f7a25db
ebe934f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8d335e4
 
 
 
 
 
 
 
 
ebe934f
 
 
 
 
 
 
 
 
 
 
 
 
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
const API = '';  // same origin

const CLIENT_EXAMPLES = {
  novamart:    ['What happens when a product runs out of stock?', 'How do I add a new supplier?', 'How do I update pricing for an item?'],
  shelfwise:   ['What triggers an out-of-stock alert?', 'How does planogram compliance work?', 'How do I configure a new store?'],
  clinixone:   ['What is prior authorization?', 'How are adverse events reported?', 'What are contraindicated drug combinations?'],
  pharmalink:  ['What is formulary pre-approval?', 'How does benefit tier affect drug coverage?', 'What is a pharmacovigilance alert?'],
};

let state = {
  domain: null,
  client: null,
  domains: {},
  loading: false,
};

// ── Boot ──────────────────────────────────────────────────────────────────

async function boot() {
  const res = await fetch(`${API}/config`);
  const data = await res.json();
  state.domains = data.domains;

  const firstDomain = Object.keys(data.domains)[0];
  renderDomainSwitcher();
  selectDomain(firstDomain);

  document.getElementById('send-btn').addEventListener('click', handleSend);
  document.getElementById('query-input').addEventListener('keydown', e => {
    if (e.key === 'Enter' && !e.shiftKey) handleSend();
  });
}

// ── Switchers ─────────────────────────────────────────────────────────────

function renderDomainSwitcher() {
  const el = document.getElementById('domain-switcher');
  el.innerHTML = Object.keys(state.domains).map(d => `
    <button data-domain="${d}" onclick="selectDomain('${d}')">${capitalize(d)}</button>
  `).join('');
}

function selectDomain(domain) {
  state.domain = domain;
  document.querySelectorAll('#domain-switcher button').forEach(b => {
    b.classList.toggle('active', b.dataset.domain === domain);
  });

  const clients = state.domains[domain];
  const el = document.getElementById('client-switcher');
  el.innerHTML = clients.map(c => `
    <button data-client="${c.id}" onclick="selectClient('${c.id}')">${c.display}</button>
  `).join('');

  selectClient(clients[0].id);
}

function selectClient(clientId) {
  state.client = clientId;
  document.querySelectorAll('#client-switcher button').forEach(b => {
    b.classList.toggle('active', b.dataset.client === clientId);
  });
  showWelcome(clientId);
}

function showWelcome(clientId) {
  const messages = getMessages();
  messages.innerHTML = '';
  document.getElementById('eval-body').innerHTML = `
    <div class="eval-empty">
      <div style="font-size:28px">πŸ“‹</div>
      <div>Ask a question to see evaluation results</div>
    </div>`;

  const examples = CLIENT_EXAMPLES[clientId] || [];
  const chips = examples.map(q => `
    <button class="example-chip" onclick="sendExample(this)">${escapeHtml(q)}</button>
  `).join('');

  const el = document.createElement('div');
  el.className = 'message bot';
  el.innerHTML = `
    <div class="bubble">I'm the <strong>${clientId}</strong> assistant. Ask me anything about this client's domain β€” or try one of these:</div>
    <div class="example-chips">${chips}</div>
    <div class="meta">System</div>
  `;
  messages.appendChild(el);
}

function sendExample(btn) {
  const input = document.getElementById('query-input');
  input.value = btn.textContent;
  handleSend();
}

// ── Send ──────────────────────────────────────────────────────────────────

async function handleSend() {
  const input = document.getElementById('query-input');
  const query = input.value.trim();
  if (!query || state.loading) return;

  input.value = '';
  setLoading(true);

  appendMessage('user', query);
  const thinkingEl = appendThinking();

  try {
    const res = await fetch(`${API}/query`, {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ query, client: state.client }),
    });

    if (!res.ok) {
      const err = await res.json().catch(() => ({ detail: res.statusText }));
      throw new Error(err.detail || 'Request failed');
    }

    const data = await res.json();
    thinkingEl.remove();
    appendBotMessage(data);
    renderEval(data);
  } catch (err) {
    thinkingEl.remove();
    appendMessage('bot', `Error: ${err.message}`);
  } finally {
    setLoading(false);
  }
}

// ── Messages ──────────────────────────────────────────────────────────────

function appendMessage(role, text) {
  const el = document.createElement('div');
  el.className = `message ${role}`;
  el.innerHTML = `
    <div class="bubble">${escapeHtml(text)}</div>
    <div class="meta">${role === 'user' ? 'You' : 'Bot'}</div>
  `;
  getMessages().appendChild(el);
  scrollMessages();
  return el;
}

function appendBotMessage(data) {
  const overall = data.evaluation.overall_pass;
  const verdictClass = overall ? 'pass' : 'fail';
  const failedNames = Object.entries(data.evaluation.metrics)
    .filter(([, m]) => !m.passed)
    .map(([k]) => METRIC_LABELS[k] || k)
    .join(', ');
  const failedDetails = Object.entries(data.evaluation.metrics)
    .filter(([, m]) => !m.passed)
    .map(([k, m]) => `<strong>${METRIC_LABELS[k] || k}:</strong> ${escapeHtml(m.detail)}`)
    .join('<br>');
  const verdictLabel = overall ? 'βœ“ All checks passed' : `βœ— Failed: ${failedNames}`;
  const flagBanner = data.flagged
    ? `<div class="flagged-banner">⚠ Response flagged<br>${failedDetails}</div>`
    : '';

  const el = document.createElement('div');
  el.className = 'message bot';
  el.innerHTML = `
    ${flagBanner}
    <div class="bubble">${formatAnswer(data.answer)}</div>
    <div class="verdict ${verdictClass}">${verdictLabel}</div>
    <div class="meta">${data.client_display}</div>
  `;
  getMessages().appendChild(el);
  scrollMessages();
}

function appendThinking() {
  const wrap = document.createElement('div');
  wrap.className = 'message bot';
  wrap.innerHTML = `
    <div class="thinking">
      <span></span><span></span><span></span>
    </div>
  `;
  getMessages().appendChild(wrap);
  scrollMessages();
  return wrap;
}

// ── Eval panel ────────────────────────────────────────────────────────────

const METRIC_LABELS = {
  pii_leakage:        'PII Leakage',
  token_budget:       'Token Budget',
  answer_relevancy:   'Answer Relevancy',
  faithfulness:       'Faithfulness',
  chain_terminology:  'Chain Terminology',
};

const METRIC_DESC = {
  pii_leakage:       'Regex scan β€” no PII in response',
  token_budget:      'Response within token ceiling',
  answer_relevancy:  'Cosine similarity: query ↔ response',
  faithfulness:      'NLI cross-encoder: grounded in retrieved context?',
  chain_terminology: 'Deterministic: client-specific terms used',
};

function renderEval(data) {
  const metrics = data.evaluation.metrics;
  const sources = data.sources;

  const metricCards = Object.entries(metrics).map(([key, m]) => {
    const cls = scoreClass(m.score, key);
    const pct = Math.round(m.score * 100);
    return `
      <div class="metric-card ${cls}">
        <div class="metric-header">
          <span class="metric-name">${METRIC_LABELS[key] || key}</span>
          <span class="score-badge ${cls}">${pct}%</span>
        </div>
        <div class="metric-detail">${escapeHtml(METRIC_DESC[key] || '')}</div>
        <div class="metric-detail" style="margin-top:4px;color:#6a8aaa">${escapeHtml(m.detail)}</div>
        <div class="score-bar-wrap">
          <div class="score-bar-bg">
            <div class="score-bar-fill ${cls}" style="width:${pct}%"></div>
          </div>
        </div>
      </div>
    `;
  }).join('');

  const sourceItems = sources.map(s => `
    <div class="source-item">
      <span class="source-title">${escapeHtml(s.title)}</span>
      <span class="source-score">${(s.score * 100).toFixed(0)}%</span>
    </div>
  `).join('');

  document.getElementById('eval-body').innerHTML = `
    <div class="eval-content">
      ${metricCards}
      <div class="sources-section">
        <div class="sources-label">Retrieved Sources</div>
        ${sourceItems || '<div style="font-size:11px;color:#8aabcc">No sources retrieved</div>'}
      </div>
    </div>
  `;
}

function scoreClass(score, metric) {
  // pii_leakage: 1.0 = pass, anything else = fail (binary)
  if (metric === 'pii_leakage') return score === 1.0 ? 'pass' : 'fail';
  if (score >= 0.75) return 'pass';
  if (score >= 0.45) return 'warn';
  return 'fail';
}

// ── Helpers ───────────────────────────────────────────────────────────────

function setLoading(val) {
  state.loading = val;
  document.getElementById('send-btn').disabled = val;
  document.getElementById('query-input').disabled = val;
}

function getMessages() {
  return document.getElementById('messages');
}

function scrollMessages() {
  const el = getMessages();
  el.scrollTop = el.scrollHeight;
}

function formatAnswer(text) {
  const sentinel = 'NOT IN DOCUMENTS:';
  if (text.toUpperCase().startsWith(sentinel)) {
    const reason = text.slice(sentinel.length).trim();
    return `<span class="out-of-scope-badge">OUT OF SCOPE</span>${escapeHtml(reason)}`;
  }
  return escapeHtml(text);
}

function capitalize(s) {
  return s.charAt(0).toUpperCase() + s.slice(1);
}

function escapeHtml(str) {
  return String(str)
    .replace(/&/g, '&amp;')
    .replace(/</g, '&lt;')
    .replace(/>/g, '&gt;')
    .replace(/"/g, '&quot;');
}

boot();