Move all three skills into skills/; add root README; fix paths
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
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VasanthandClaude Sonnet 5.5 committed
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"""PyQt6 host for the AI desktop dashboard: the no-AI Bridge plus one slot for the AI contract.
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Copy next to the no-AI bridge.py and bot_runner.py, with server_stub.py and bands.py.
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Run it with: python dashboard/ai_bridge.py
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The page sends each AI request (templates/contract.md: runs, review rows, the approve gate)
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as ai_request(id, method, path, body) and gets one `ai_response` envelope back. The review
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backend answers it in Python, so the approve gate holds whatever the page does.
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"""
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import json, sys, threading
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from PyQt6.QtCore import QUrl, pyqtSlot
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from PyQt6.QtWidgets import QApplication, QMainWindow
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from PyQt6.QtWebEngineWidgets import QWebEngineView
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from PyQt6.QtWebChannel import QWebChannel
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import bridge
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import server_stub as review # sample data. Once the project has its own review backend, import that (same dispatch()).
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class AiBridge(bridge.Bridge):
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@pyqtSlot(int, str, str, str)
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def ai_request(self, req_id, method, path, body):
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# ponytail: answered on the GUI thread; move to a worker if the backend gets slow.
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status, payload = review.dispatch(method, path, json.loads(body or "{}"))
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self.send_to_js("ai_response", {"id": req_id, "status": status, "body": payload})
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if __name__ == "__main__":
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threading.Thread(target=review.simulate_extraction, daemon=True).start() # sample data only: delete with server_stub
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app = QApplication(sys.argv)
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win, view = QMainWindow(), QWebEngineView()
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host, channel = AiBridge(view), QWebChannel()
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channel.registerObject("pyBridge", host)
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view.page().setWebChannel(channel)
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view.setUrl(QUrl.fromLocalFile(str(bridge.HTML_PATH)))
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win.setCentralWidget(view); win.resize(1280, 820); win.setWindowTitle("{{APP_NAME}}"); win.show()
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sys.exit(app.exec())
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@@ -0,0 +1,276 @@
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<!-- ===== AI SECTIONS (desktop) =====
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Paste this whole block into the no-AI dashboard.html, just before </body>. It adds a Review
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tab: band legend, band filters, the source document beside its extracted fields, drafts,
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Verify, and Approve. Plain HTML, the page's own theme tokens, no build step.
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In PyQt, every request goes over the Qt bridge as one slot call, ai_request(id, method, path,
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body), and comes back as an `ai_response` envelope (see ../contract.md, "Desktop"). With no
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Qt (a plain-HTML web project), it fetches {API_BASE}{path} from the backend instead, the
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web endpoints in ../contract.md. The approve gate is the backend's: this page only asks,
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and shows the refusal.
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-->
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<style>
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/* BAND COLOURS: semantic only (swatches, the rule down a field). The same in every preset and both modes. */
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body{--clean:#51a68f;--verify:#e39b34;--review:#de5243;--absent:#6b6580}
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.rv-bar{display:flex;flex-wrap:wrap;align-items:center;gap:10px 14px;padding:14px 18px}
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.rv-bar label{display:flex;align-items:center;gap:8px;font-size:12.5px;font-weight:600}
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.rv-bar select{padding:7px 10px;border:1px solid var(--border);border-radius:10px;background:var(--glass-strong);color:var(--ink);font:inherit;font-size:12.5px}
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.rv-muted{font-size:12px;color:var(--muted)}
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.rv-right{margin-left:auto;display:flex;align-items:center;gap:8px}
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.rv-alert{width:100%;border-radius:10px;padding:7px 12px;background:var(--bad-bg);color:var(--bad);font-size:12px;font-weight:700}
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.rv-legend{display:flex;flex-wrap:wrap;gap:4px 16px}
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.rv-legend li{display:flex;align-items:center;gap:6px;font-size:12px;font-weight:600}
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.rv-sw{width:10px;height:10px;border-radius:3px;display:inline-block}
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.rv-filters{margin-left:auto;display:flex;gap:4px}
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.rv-filters .btn,.rv-bar .btn,.rv-fields .btn,.rv-save .btn{padding:6px 11px;font-size:12px}
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.rv-split{display:flex;gap:14px;min-height:460px}
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.rv-doc{flex:1;min-height:420px;border:1px solid var(--border);border-radius:16px;background:#fff}
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.rv-pane{flex:1;display:flex;flex-direction:column;padding:0;overflow:hidden;margin-bottom:0}
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.rv-fields{flex:1;overflow-y:auto;padding:16px}
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.rv-fields li{display:grid;grid-template-columns:minmax(80px,130px) 1fr auto auto;align-items:center;gap:8px;margin-bottom:9px}
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.rv-fields li.done{opacity:.7}
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.rv-name{font-size:12px;font-weight:600;color:var(--muted);overflow:hidden;text-overflow:ellipsis;white-space:nowrap}
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.rv-fields input{min-width:0;padding:7px 10px;border:1px solid var(--border);border-left-width:4px;border-radius:10px;background:var(--glass-strong);color:var(--ink);font:inherit;font-size:12.5px}
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.rv-fields input.dirty{outline:2px solid var(--warn)}
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.rv-score{width:36px;text-align:right;font-size:11px;color:var(--muted);font-variant-numeric:tabular-nums}
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.rv-note{grid-column:1/-1;margin-top:-4px;font-size:11px;color:var(--muted)}
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.rv-fields .btn{width:92px}
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.rv-save{display:flex;align-items:center;gap:10px;border-top:1px solid var(--border);padding:10px 16px}
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.rv-save .rv-unsaved{font-size:12px;font-weight:700;color:var(--warn)}
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.co-tile{padding:16px 18px;border-radius:16px;background:var(--glass-strong);border:1px solid var(--border)}
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.co-tile .kpi-val{margin-top:4px}
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.co-r{text-align:right}
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@media (max-width:820px){.rv-split{flex-direction:column}.rv-filters{margin-left:0}}
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</style>
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<template id="ai-review-tab">
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<div id="tab-review" class="hidden">
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<div class="card rv-bar" id="rv-head">
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<label>Document <select id="rv-doc-pick" aria-label="Document"></select></label>
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<span id="rv-state"></span>
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<div class="rv-right" id="rv-actions"></div>
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<!-- OPTIONAL: retry on another model (failed runs) goes here -->
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<p class="rv-alert hidden" id="rv-alert" role="alert"></p>
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</div>
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<div class="card rv-bar">
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<ul class="rv-legend" id="rv-legend" aria-label="Confidence bands"></ul>
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<span class="rv-muted">Colour reflects print clarity, not correctness. A cleanly printed value can still be misread.</span>
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<div class="rv-filters" id="rv-filters" role="group" aria-label="Filter by band"></div>
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</div>
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<div class="rv-split">
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<iframe class="rv-doc" id="rv-doc" title="Source document"></iframe>
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<div class="card rv-pane">
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<p class="rv-muted hidden" id="rv-wait" style="padding:18px">Fields appear when extraction finishes.</p>
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<ul class="rv-fields" id="rv-fields" aria-label="Extracted fields"></ul>
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<div class="rv-save hidden" id="rv-save"></div>
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</div>
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</div>
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</div>
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</template>
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<template id="ai-cost-tab">
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<div id="tab-cost" class="hidden">
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<div class="toolbar"><span class="pill" id="co-cover"></span><span class="rv-muted" id="co-source"></span></div>
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<div class="kpi-row" id="co-tiles"></div>
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<div class="card"><div class="c-title">Month by month</div>
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<div class="tbl-wrap"><table aria-label="Spend by month"><thead><tr><th>Month</th><th>Documents priced</th><th class="co-r">Spend</th></tr></thead><tbody id="co-months"></tbody></table></div>
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</div>
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<section class="card" aria-labelledby="co-by-hand">
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<div class="c-title" id="co-by-hand">Against doing it by hand</div>
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<p class="rv-muted" style="margin-bottom:12px">These are your assumptions, not a measurement. Change them to match the team.</p>
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<div class="toolbar">
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<label class="rv-muted">Minutes per document <input id="co-min" type="number" min="0" value="5" style="width:80px"></label>
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<label class="rv-muted">Hourly rate <input id="co-rate" type="number" min="0" value="20" style="width:80px"></label>
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</div>
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<p id="co-hand" style="font-size:13px"></p>
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</section>
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<!-- OPTIONAL: model picker (per batch) goes here -->
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<div class="card"><div class="c-title">Cost per run</div>
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<div class="tbl-wrap"><table aria-label="Cost per run"><thead><tr><th>Document</th><th>Date</th><th>Model</th><th class="co-r">Input</th><th class="co-r">Output</th><th class="co-r">Thinking</th><th class="co-r">Cost</th></tr></thead><tbody id="co-runs"></tbody></table></div>
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</div>
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</div>
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</template>
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<script>
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(()=>{
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// Legend order, label and colour token. Cut points come from bands.py on the Python side.
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const BANDS=[['green','Clean ≥0.95','var(--clean)'],['amber','Check 0.90–0.95','var(--verify)'],
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['red','Review <0.90','var(--review)'],['blank','Missing (required)','var(--absent)'],['unscored','Unscored','var(--absent)']];
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const FILTERS=[['All','all'],['Red','red'],['Amber','amber'],['Missing','blank'],['Unscored','unscored']];
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const BUSY=['queued','running']; // polled every 1.5s while in one of these
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const colourOf=b=>BANDS.find(x=>x[0]===b)[2];
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const settled=r=>r.corrected_value??r.value??'';
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// ----- the tabs: nav buttons after Report, sections in the content area -----
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TABS.review=['Review','Check extracted fields, then approve'];
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TABS.cost=['Cost','What the AI cost, run by run'];
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document.querySelector('.nav-item[data-tab="report"]').insertAdjacentHTML('afterend',
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'<button class="nav-item" data-tab="review" title="Review"><svg viewBox="0 0 24 24"><path d="M9 11l3 3 8-8"/><path d="M20 12v7a1 1 0 0 1-1 1H5a1 1 0 0 1-1-1V5a1 1 0 0 1 1-1h11"/></svg><span>Review</span></button>'
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+'<button class="nav-item" data-tab="cost" title="Cost"><svg viewBox="0 0 24 24"><path d="M12 2v20M17 6H9.5a3.5 3.5 0 0 0 0 7h5a3.5 3.5 0 0 1 0 7H6"/></svg><span>Cost</span></button>');
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['review','cost'].forEach(t=>{ document.querySelector(`.nav-item[data-tab="${t}"]`).onclick=()=>showTab(t);
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document.querySelector('.content').append($(`ai-${t}-tab`).content.cloneNode(true)); });
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const baseShow=showTab;
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showTab=t=>{
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const onReview=!$('tab-review').classList.contains('hidden');
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if(onReview && t!=='review' && !leaveOk()) return;
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baseShow(t);
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if(t==='review') loadRuns();
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if(t==='cost') loadRoi();
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};
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window.addEventListener('beforeunload',e=>{ if(dirty().length) e.preventDefault(); });
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// ----- transport: in PyQt, one bridge slot out, one `ai_response` envelope back;
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// with no Qt (a plain web page), fetch {API_BASE}{path} from the backend -----
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const pending={}; let seq=0;
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async function aiFetch(method,path,body){
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const r=await fetch(API_BASE+path,{method,headers:{'Content-Type':'application/json'},
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body:method==='GET'?undefined:JSON.stringify(body||{})});
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const b=await r.json().catch(()=>({}));
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if(!r.ok) throw new Error(b.detail||`Error ${r.status}`);
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return b;
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}
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function ai(method,path,body){
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if(!window.qt) return aiFetch(method,path,body);
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if(!bridge) return Promise.reject(new Error('The Qt bridge is not ready yet. Try again.'));
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return new Promise((ok,fail)=>{ const id=++seq; pending[id]=[ok,fail];
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bridge.ai_request(id,method,path,JSON.stringify(body||{})); });
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}
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const baseHandle=handle;
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handle=(event,d)=>{
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if(event!=='ai_response') return baseHandle(event,d);
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const p=pending[d.id]; delete pending[d.id];
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if(p) d.status<300 ? p[0](d.body) : p[1](new Error((d.body&&d.body.detail)||`Error ${d.status}`));
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};
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// ----- state -----
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let runs=[], jobId=null, run=null, rows=[], drafts={}, filter='all', refusal=null, timer=null;
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const dirty=()=>rows.filter(r=>r.row_id in drafts && drafts[r.row_id]!==settled(r));
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const leaveOk=()=>!dirty().length || confirm(`${dirty().length} unsaved change(s) on this document. Discard them and leave?`);
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const fail=e=>{ refusal=e.message; renderHead(); };
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async function loadRuns(){
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try{ runs=(await ai('GET','/runs')).runs; }catch(e){ return fail(e); }
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$('rv-doc-pick').innerHTML=runs.map(r=>`<option value="${esc(r.job_id)}">${esc(r.document)}</option>`).join('');
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if(!runs.length){ refusal=null; $('rv-state').innerHTML='<span class="rv-muted">No documents extracted yet.</span>'; return; }
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openRun(runs.some(r=>r.job_id===jobId) ? jobId : runs[0].job_id);
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}
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$('rv-doc-pick').onchange=e=>{ if(leaveOk()) openRun(e.target.value); else e.target.value=jobId; };
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function openRun(id){
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clearTimeout(timer);
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jobId=id; run=null; rows=[]; drafts={}; refusal=null;
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$('rv-doc-pick').value=id;
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if(!window.qt) $('rv-doc').src=`${API_BASE}/runs/${encodeURIComponent(id)}/document`; // web: the URL itself
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else ai('GET',`/runs/${id}/document`).then(doc=>{ if(id===jobId) $('rv-doc').src=
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String(doc).startsWith('<') ? 'data:image/svg+xml;charset=utf-8,'+encodeURIComponent(doc) : doc; }).catch(()=>{});
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render(); tick(id);
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}
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async function tick(id){ // load the run, and poll it while it is still extracting
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try{
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const r=await ai('GET',`/runs/${id}`); if(id!==jobId) return;
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run=r;
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if(BUSY.includes(r.status)) timer=setTimeout(()=>tick(id),1500);
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else{ const d=await ai('GET',`/runs/${id}/review`); if(id!==jobId) return; rows=d.rows; }
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render();
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}catch(e){ if(id===jobId) fail(e); }
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}
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async function reload(){
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const id=jobId, [r,d]=await Promise.all([ai('GET',`/runs/${id}`),ai('GET',`/runs/${id}/review`)]);
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if(id===jobId){ run=r; rows=d.rows; render(); }
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}
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// ----- actions -----
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async function act(fn){ refusal=null; try{ await fn(); }catch(e){ refusal=e.message; } await reload().catch(fail); }
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const save=()=>act(()=>Promise.all(dirty().map(r=>{ const text=drafts[r.row_id].trim();
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// Same as extracted (or emptied) means "the extracted value was right", not an edit.
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return ai('PATCH',`/review/${r.row_id}`,{corrected_value: text===''||text===(r.value??'') ? null : text, verified:true});
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})).then(()=>{ drafts={}; }));
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const verify=r=>act(()=>ai('PATCH',`/review/${r.row_id}`,{verified:!r.verified}));
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const verifyRemaining=()=>act(()=>ai('POST',`/runs/${jobId}/verify-remaining`));
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const approve=()=>act(()=>ai('POST',`/runs/${jobId}/approve`).catch(e=>{ throw new Error('Not approved: '+e.message); }));
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// ----- render -----
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function render(){ renderHead(); renderLegend(); renderFields(); renderSave(); }
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function renderHead(){
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const busy=run && BUSY.includes(run.status), pill=!run?'':run.status==='done'?'success':run.status==='failed'?'failed':'attention';
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$('rv-state').innerHTML = run ? `<span class="pill ${pill}">${esc(run.status)}</span>`
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+ (busy ? ` <span class="rv-muted">page ${esc(run.pages_done)} of ${esc(run.pages_total||'?')}</span>` : '')
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+ (run.error ? ` <span class="rv-muted" style="color:var(--bad)">${esc(run.error)}</span>` : '') : '';
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const left=rows.filter(r=>r.band!=='green' && !r.verified).length, n=dirty().length, acts=$('rv-actions');
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acts.innerHTML = run && run.status==='done' ? `<span class="rv-muted">${left} to verify</span>
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<button class="btn" id="rv-vr"${!left||run.approved?' disabled':''}>Verify remaining</button>`
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+ (run.approved ? '<span class="pill success">✓ Approved</span>'
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: `<button class="btn primary" id="rv-ap"${n?' disabled title="Save or discard your edits first"':''}>Approve</button>`) : '';
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if($('rv-vr')) $('rv-vr').onclick=verifyRemaining;
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if($('rv-ap')) $('rv-ap').onclick=approve;
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$('rv-alert').textContent=refusal||''; $('rv-alert').classList.toggle('hidden',!refusal);
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}
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function renderLegend(){
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const s=(run&&run.summary)||{};
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$('rv-legend').innerHTML=BANDS.map(([b,label,c])=>`<li><i class="rv-sw" style="background:${c}"></i>${label} · ${s[b]||0}</li>`).join('');
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$('rv-filters').innerHTML=FILTERS.map(([label,b])=>`<button class="btn${filter===b?' primary':''}" aria-pressed="${filter===b}" data-band="${b}">${label}</button>`).join('');
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$('rv-filters').querySelectorAll('button').forEach(btn=>btn.onclick=()=>{ filter=btn.dataset.band; renderLegend(); renderFields(); });
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}
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function renderFields(){
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$('rv-wait').classList.toggle('hidden',!run||run.status==='done');
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const shown=filter==='all'?rows:rows.filter(r=>r.band===filter);
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$('rv-fields').innerHTML=shown.map(r=>{ const draft=drafts[r.row_id]??settled(r), isDirty=draft!==settled(r);
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const note=[r.reason, r.corrected_value!=null ? `extracted <s>${esc(r.value||'empty')}</s>` : ''].filter(Boolean);
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return `<li data-row="${r.row_id}" class="${r.verified&&!isDirty?'done':''}">
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<span class="rv-name" title="${esc(r.field)}">${esc(r.field)}</span>
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<input aria-label="${esc(r.field)}" value="${esc(draft)}" placeholder="empty" title="${esc(r.reason||'')}" class="${isDirty?'dirty':''}" style="border-left-color:${colourOf(r.band)}">
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<span class="rv-score" title="Legibility score: how clearly it was read, not whether it is right">${r.score==null?'—':Number(r.score).toFixed(2)}</span>
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<button class="btn" aria-label="Verify ${esc(r.field)}" aria-pressed="${!!r.verified}"${isDirty?' disabled':''}>${r.verified?'✓ Verified':'Verify'}</button>
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${note.length?`<span class="rv-note">${note.map(x=>x===r.reason?esc(x):x).join(' · ')}</span>`:''}</li>`; }).join('');
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$('rv-fields').querySelectorAll('li').forEach(li=>{ const r=rows.find(x=>x.row_id===+li.dataset.row), box=li.querySelector('input');
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box.oninput=()=>{ drafts[r.row_id]=box.value; const d=box.value!==settled(r); // a draft: nothing is sent until Save
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box.classList.toggle('dirty',d); li.querySelector('button').disabled=d; renderSave(); renderHead(); };
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box.onkeydown=e=>{ if(e.key==='Escape'){ box.value=settled(r); box.oninput(); } };
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li.querySelector('button').onclick=()=>verify(r); });
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}
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function renderSave(){
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const n=dirty().length;
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$('rv-save').classList.toggle('hidden',!n);
|
||||
$('rv-save').innerHTML = n ? `<span class="rv-unsaved">${n} unsaved change${n===1?'':'s'}</span>
|
||||
<button class="btn" id="rv-discard" style="margin-left:auto">Discard</button><button class="btn primary" id="rv-save-btn">Save</button>` : '';
|
||||
if(n){ $('rv-discard').onclick=()=>{ drafts={}; render(); }; $('rv-save-btn').onclick=save; }
|
||||
}
|
||||
|
||||
// ----- cost: measured (tokens and cost per run, priced in Python) kept apart from assumed (typed here) -----
|
||||
// A run with no recorded token usage is "not priced", never $0, and the coverage pill says how many.
|
||||
let roi=[];
|
||||
const money=n=>`$${n.toFixed(n>0&&n<0.01?4:2)}`, num=n=>n==null?'—':n.toLocaleString('en-US');
|
||||
const monthOf=iso=>iso.slice(0,7); // 'YYYY-MM', UTC
|
||||
const monthLabel=ym=>new Date(`${ym}-01T00:00:00Z`).toLocaleString('en-US',{month:'short',year:'numeric',timeZone:'UTC'});
|
||||
const sum=rs=>rs.reduce((n,r)=>n+(r.total_cost??0),0);
|
||||
const tileHtml=(name,value,note)=>`<div class="co-tile" role="group" aria-label="${name}"><div class="kpi-lbl">${name}</div><div class="kpi-val">${value}</div><div class="kpi-lbl">${esc(note)}</div></div>`;
|
||||
async function loadRoi(){
|
||||
let d; try{ d=await ai('GET','/roi'); }catch(e){ $('co-source').textContent=`Can't load costs: ${e.message}`; return; }
|
||||
roi=d.runs; const p=d.pricing||{};
|
||||
$('co-source').innerHTML=`Rates from ${esc(p.source)}, as of ${esc(p.as_of)}`;
|
||||
renderCost();
|
||||
}
|
||||
function renderCost(){
|
||||
const priced=roi.filter(r=>r.total_cost!=null), thisMonth=new Date().toISOString().slice(0,7);
|
||||
const tok=k=>priced.reduce((n,r)=>n+(r[k]??0),0);
|
||||
$('co-cover').textContent=`${priced.length} of ${roi.length} documents priced`;
|
||||
$('co-cover').className='pill '+(priced.length===roi.length?'success':'attention');
|
||||
$('co-tiles').innerHTML=tileHtml('Total spend',money(sum(priced)),`${priced.length} priced runs`)
|
||||
+tileHtml('This month',money(sum(roi.filter(r=>monthOf(r.created_at)===thisMonth))),monthLabel(thisMonth))
|
||||
+tileHtml('Tokens',num(tok('input_tokens')+tok('output_tokens')+tok('thinking_tokens')),`in ${num(tok('input_tokens'))} · out ${num(tok('output_tokens'))} · thinking ${num(tok('thinking_tokens'))}`)
|
||||
+tileHtml('Per document',priced.length?money(sum(priced)/priced.length):'—','average, priced runs');
|
||||
$('co-months').innerHTML=[...new Set(roi.map(r=>monthOf(r.created_at)))].sort().reverse().map(m=>{
|
||||
const rs=roi.filter(r=>monthOf(r.created_at)===m), n=rs.filter(r=>r.total_cost!=null).length;
|
||||
return `<tr><td>${monthLabel(m)}${m===thisMonth?' <span class="rv-muted">this month</span>':''}</td><td>${n} of ${rs.length}</td><td class="co-r">${n?money(sum(rs)):'—'}</td></tr>`; }).join('');
|
||||
$('co-runs').innerHTML=roi.map(r=>`<tr><td>${esc(r.document)}</td><td>${esc(r.created_at.slice(0,10))}</td><td>${esc(r.model)}</td>
|
||||
<td class="co-r">${num(r.input_tokens)}</td><td class="co-r">${num(r.output_tokens)}</td><td class="co-r">${num(r.thinking_tokens)}</td>
|
||||
<td class="co-r">${r.total_cost==null?'<span class="rv-muted">not priced</span>':money(r.total_cost)}</td></tr>`).join('');
|
||||
renderByHand();
|
||||
}
|
||||
function renderByHand(){
|
||||
const n=roi.filter(r=>r.total_cost!=null).length, min=+$('co-min').value||0, rate=+$('co-rate').value||0;
|
||||
$('co-hand').innerHTML=`By hand, ${n} documents would take ${num(Math.round(n*min/6)/10)} h, about <b>${money(n*min/60*rate)}</b>. The AI spent <b>${money(sum(roi))}</b> on them.`;
|
||||
}
|
||||
$('co-min').oninput=$('co-rate').oninput=renderByHand;
|
||||
})();
|
||||
</script>
|
||||
Reference in new issue
Block a user