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<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Document Intelligence RAG System</title>
<style>
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</style>
</head>
<body>
<header>
<h1>Document Intelligence RAG System</h1>
<span class="caps" id="caps" aria-live="polite">Loading capabilities…</span>
<span class="caps"><a href="/docs">API docs</a></span>
</header>
<main>
<section aria-labelledby="docs-h">
<h2 id="docs-h">Documents</h2>
<form id="upload-form" class="row">
<label for="file" class="sr-only">Choose a file</label>
<input id="file" type="file" accept=".txt,.md,.rst,.pdf" required>
<button type="submit" id="upload-btn">Upload and index</button>
</form>
<p class="meta">Supported: .txt, .md, .rst, .pdf (text layer). Identical bytes are deduplicated.</p>
<div id="upload-result" class="meta" aria-live="polite"></div>
<ul class="docs" id="doc-list" aria-label="Indexed documents"><li class="empty">Loading…</li></ul>
<details id="chunk-panel" hidden>
<summary>Chunks of selected document</summary>
<div id="chunk-view"></div>
</details>
</section>
<section aria-labelledby="ask-h">
<h2 id="ask-h">Search and ask</h2>
<form id="ask-form">
<label for="question">Question or search text</label>
<textarea id="question" required placeholder="e.g. How many days do customers have to request a refund?"></textarea>
<div class="row">
<div>
<label for="mode">Retrieval mode</label>
<select id="mode">
<option value="hybrid">hybrid (dense + lexical)</option>
<option value="lexical">lexical (BM25)</option>
<option value="vector">vector (dense)</option>
</select>
</div>
<div>
<label for="topk">Top k</label>
<input id="topk" type="text" inputmode="numeric" value="5" size="3" aria-describedby="topk-help">
</div>
<div>
<label for="rerank">Reranker</label>
<select id="rerank"><option value="false">off</option><option value="true">on (if configured)</option></select>
</div>
<div>
<label for="generate">Answer</label>
<select id="generate"><option value="true">generate (if provider configured)</option><option value="false">excerpts only</option></select>
</div>
</div>
<label>Scope: <span id="scope-label" class="meta">whole corpus</span> <button type="button" class="secondary" id="clear-scope" hidden>clear</button></label>
<div class="row" style="margin-top:8px">
<button type="submit" id="ask-btn">Run</button>
<span id="ask-status" class="meta" aria-live="polite"></span>
</div>
</form>
<h2 style="margin-top:16px">Answer</h2>
<div id="answer-status"></div>
<div id="answer" class="answer empty">No question asked yet.</div>
<div id="citations"></div>
<div id="notes" class="notes"></div>
<h2 style="margin-top:16px">Retrieved passages</h2>
<p class="meta">Scores are per stage and only comparable within one request. Highlighted passages entered the model context.</p>
<div id="hits"><p class="empty">Nothing retrieved yet.</p></div>
</section>
</main>
<script>
(function () {
const $ = (id) => document.getElementById(id);
const esc = (s) => String(s ?? "").replace(/[&<>"']/g, (c) => ({"&":"&","<":"<",">":">",'"':""","'":"'"}[c]));
const state = { scope: null, scopeName: null, apiKey: null };
async function api(path, options = {}) {
const headers = Object.assign({}, options.headers || {});
if (state.apiKey) headers["X-API-Key"] = state.apiKey;
const res = await fetch(path, Object.assign({}, options, { headers }));
let body = null;
try { body = await res.json(); } catch (e) { body = null; }
if (res.status === 401 && !state.apiKey) {
state.apiKey = window.prompt("This server requires an API key (X-API-Key):") || null;
if (state.apiKey) return api(path, options);
}
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throw new Error(`${res.status}: ${msg}`);
}
return body;
}
function fmt(n) { return (n === null || n === undefined) ? "–" : (typeof n === "number" ? n.toFixed(3) : String(n)); }
async function loadCapabilities() {
try {
const h = await api("/health");
const c = h.capabilities || {};
const parts = [
`storage: ${c.storage_mode || "?"}`,
`dense: ${c.dense_retrieval ? c.embedding_identity + (c.embedding_semantic ? "" : " (non-semantic test embeddings)") : "unavailable"}`,
`reranker: ${c.reranker_mode || "none"}`,
`generation: ${h.generation_available ? c.generation_provider : "unavailable (excerpts only)"}`,
`auth: ${h.auth}`,
];
$("caps").textContent = parts.join(" · ");
if (h.startup_error) $("caps").textContent = "Startup error: " + h.startup_error;
if (!c.dense_retrieval) { $("mode").value = "lexical"; }
} catch (e) { $("caps").textContent = "Health check failed: " + e.message; }
}
async function loadDocuments() {
const list = $("doc-list");
try {
const docs = await api("/api/v1/documents");
if (!docs.length) { list.innerHTML = '<li class="empty">No documents indexed. Upload one to begin.</li>'; return; }
list.innerHTML = "";
for (const d of docs) {
const li = document.createElement("li");
li.innerHTML = `<div style="flex:1"><strong>${esc(d.filename)}</strong> <span class="status ${esc(d.status)}">${esc(d.status)}</span>
<div class="meta">v${d.version} · ${d.chunk_count} chunks${d.page_count ? ` · ${d.page_count} pages` : ""} · ${esc(d.doc_id.slice(0, 8))}…${d.error ? ` · <span class="error">${esc(d.error)}</span>` : ""}</div></div>`;
const scopeBtn = document.createElement("button"); scopeBtn.className = "secondary"; scopeBtn.textContent = "scope"; scopeBtn.title = "Restrict retrieval to this document";
scopeBtn.onclick = () => { state.scope = [d.doc_id]; state.scopeName = d.filename; $("scope-label").textContent = d.filename; $("clear-scope").hidden = false; };
const chunksBtn = document.createElement("button"); chunksBtn.className = "secondary"; chunksBtn.textContent = "chunks";
chunksBtn.onclick = () => showChunks(d);
const delBtn = document.createElement("button"); delBtn.className = "danger"; delBtn.textContent = "delete";
delBtn.onclick = async () => {
if (!window.confirm(`Delete ${d.filename} and all of its indexed data?`)) return;
try { const r = await api(`/api/v1/documents/${encodeURIComponent(d.doc_id)}`, { method: "DELETE" }); $("upload-result").textContent = `Deleted ${d.filename}: ${r.removed_chunks} chunks, ${r.removed_vectors} vectors, file removed: ${r.file_removed}.`; }
catch (e) { $("upload-result").innerHTML = `<span class="error">${esc(e.message)}</span>`; }
if (state.scope && state.scope[0] === d.doc_id) $("clear-scope").click();
loadDocuments();
};
li.append(scopeBtn, chunksBtn, delBtn);
list.appendChild(li);
}
} catch (e) { list.innerHTML = `<li class="error">${esc(e.message)}</li>`; }
}
async function showChunks(d) {
const panel = $("chunk-panel"); panel.hidden = false; panel.open = true;
$("chunk-view").innerHTML = '<p class="empty">Loading…</p>';
try {
const r = await api(`/api/v1/documents/${encodeURIComponent(d.doc_id)}/chunks?limit=200`);
$("chunk-view").innerHTML = `<p class="meta">${esc(d.filename)} v${r.version}: ${r.chunk_count} chunks (showing ${r.chunks.length})</p>` +
r.chunks.map(c => `<div class="hit"><div class="meta">#${c.ordinal} · chars ${c.location.char_start}–${c.location.char_end}${c.location.page ? ` · page ${c.location.page}${c.location.page_end && c.location.page_end !== c.location.page ? "–" + c.location.page_end : ""}` : ""}${c.location.section ? ` · ${esc(c.location.section)}` : ""}</div><pre>${esc(c.text)}</pre></div>`).join("");
} catch (e) { $("chunk-view").innerHTML = `<p class="error">${esc(e.message)}</p>`; }
}
$("clear-scope").onclick = () => { state.scope = null; state.scopeName = null; $("scope-label").textContent = "whole corpus"; $("clear-scope").hidden = true; };
$("upload-form").onsubmit = async (ev) => {
ev.preventDefault();
const file = $("file").files[0]; if (!file) return;
$("upload-btn").disabled = true; $("upload-result").textContent = `Indexing ${file.name}…`;
const form = new FormData(); form.append("file", file);
try {
const r = await api("/api/v1/documents/upload", { method: "POST", body: form });
const d = r.document;
$("upload-result").textContent = r.created ? `Indexed ${d.filename}: ${d.chunk_count} chunks${r.warnings.length ? " · warnings: " + r.warnings.join("; ") : ""}.` : `Identical content already indexed as ${d.filename}.`;
} catch (e) { $("upload-result").innerHTML = `<span class="error">${esc(e.message)}</span>`; }
$("upload-btn").disabled = false; $("file").value = "";
loadDocuments();
};
$("ask-form").onsubmit = async (ev) => {
ev.preventDefault();
const topk = parseInt($("topk").value, 10);
if (!Number.isInteger(topk) || topk < 1) { $("ask-status").textContent = "Top k must be a positive integer."; return; }
const payload = { text: $("question").value, mode: $("mode").value, top_k: topk, use_reranker: $("rerank").value === "true", generate: $("generate").value === "true" };
if (state.scope) payload.doc_ids = state.scope;
$("ask-btn").disabled = true; $("ask-status").textContent = "Running…";
$("answer-status").innerHTML = ""; $("citations").innerHTML = ""; $("notes").textContent = "";
try {
const r = await api("/api/v1/query", { method: "POST", headers: { "Content-Type": "application/json" }, body: JSON.stringify(payload) });
render(r);
$("ask-status").textContent = `${r.processing_ms} ms · mode ${r.retrieval.mode_effective}${r.retrieval.mode_effective !== r.retrieval.mode_requested ? ` (requested ${r.retrieval.mode_requested})` : ""} · rerank ${r.retrieval.rerank_status}`;
} catch (e) {
$("answer").className = "answer error"; $("answer").textContent = e.message; $("ask-status").textContent = "Request failed.";
$("hits").innerHTML = '<p class="empty">Nothing retrieved.</p>';
}
$("ask-btn").disabled = false;
};
const STATUS_TEXT = {
answered: "Generated answer; every citation resolves to a passage that was in the model context.",
unverified_citations: "Generated answer, but citations are missing or do not resolve. Treat as unverified.",
insufficient_evidence: "No sufficient evidence in the selected scope; no answer generated.",
excerpts_only: "No generation provider configured or generation disabled; showing supporting excerpts instead of an answer.",
provider_error: "The generation provider failed; retrieval still succeeded.",
};
function render(r) {
$("answer-status").innerHTML = `<span class="status ${esc(r.status)}">${esc(r.status)}</span> <span class="meta">${esc(STATUS_TEXT[r.status] || "")}${r.generation.cached ? " · served from cache" : ""}${r.generation.model ? " · " + esc(r.generation.model) : ""}</span>`;
const ans = $("answer");
if (r.answer) { ans.className = "answer"; ans.textContent = r.answer; }
else if (r.status === "excerpts_only") { ans.className = "answer"; ans.innerHTML = r.excerpts.map(c => `<div><strong>[${esc(c.label)}]</strong> ${esc(c.filename)}${c.location.page ? `, page ${c.location.page}` : ""}${c.location.section ? `, ${esc(c.location.section)}` : ""}<pre style="white-space:pre-wrap;margin:4px 0 10px">${esc(c.text)}</pre></div>`).join(""); }
else { ans.className = "answer empty"; ans.textContent = r.generation.error || "No answer."; }
if (r.citations.length) {
$("citations").innerHTML = "<p class=\"meta\">Citations: " + r.citations.map(c => `<strong>[${esc(c.label)}]</strong> ${esc(c.filename)}${c.location.page ? ` p.${c.location.page}` : ""} (chunk #${c.ordinal})`).join(" · ") + "</p>";
}
if (r.unknown_citations.length) $("citations").innerHTML += `<p class="error">Unknown citation labels: ${esc(r.unknown_citations.join(", "))}</p>`;
const notes = [...(r.retrieval.notes || [])];
if (r.context.truncated) notes.push(`Context budget reached: ${r.context.hits_used} of ${r.context.hits_considered} retrieved passages entered the model context.`);
$("notes").textContent = notes.join(" ");
const used = new Set(r.context.blocks.map(b => b.chunk_id));
const labels = Object.fromEntries(r.context.blocks.map(b => [b.chunk_id, b.label]));
if (!r.sources.length) { $("hits").innerHTML = '<p class="empty">Nothing retrieved for this query and scope.</p>'; return; }
$("hits").innerHTML = r.sources.map(h => {
const s = h.scores; const loc = h.location;
return `<div class="hit ${used.has(h.chunk_id) ? "used" : ""}">
<div><strong>#${h.rank}</strong> ${used.has(h.chunk_id) ? `<strong>[${esc(labels[h.chunk_id])}]</strong> ` : ""}${esc(h.filename)} <span class="meta">chunk #${h.ordinal}${loc.page ? ` · page ${loc.page}${loc.page_end && loc.page_end !== loc.page ? "–" + loc.page_end : ""}` : ""}${loc.section ? ` · ${esc(loc.section)}` : ""} · chars ${loc.char_start}–${loc.char_end}</span></div>
<div class="scores">lexical ${fmt(s.lexical_score)} (rank ${fmt(s.lexical_rank)}) · vector sim ${fmt(s.vector_similarity)} (rank ${fmt(s.vector_rank)}) · fusion ${fmt(s.fusion_score)} · rerank ${fmt(s.rerank_score)}</div>
<pre>${esc(h.text)}</pre></div>`;
}).join("");
}
loadCapabilities(); loadDocuments();
})();
</script>
</body>
</html>
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