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import { consumeSSE, parseSSEFrame } from "@/lib/sse";
export const API_BASE =
process.env.NEXT_PUBLIC_API_BASE || "http://localhost:8000";
export interface Citation {
marker: number;
source: string;
locator: string;
source_type: string;
speaker?: string | null;
start_s?: number | null;
end_s?: number | null;
page?: number | null;
score?: number | null; // retrieval score (0-1) — evidence quality
method?: string | null; // retrieval method: "hybrid" | "pathrag" | …
}
export interface PathEvidence {
nodes: string[];
relations: string[];
reliability: number;
ppr_score?: number; // Personalised PageRank terminal-node authority (0-1)
text: string;
chunk_ids: string[];
}
export interface TraceSpan {
name: string;
duration_ms: number;
attributes: Record<string, unknown>;
events: unknown[];
}
export interface TraceStep {
id: number;
name: string;
label: string;
status: "success" | "warning" | "failed" | "skipped" | "running" | "pending";
duration_ms: number;
provider?: string | null;
evidence_count?: number | null;
warnings: string[];
attributes: Record<string, unknown>;
}
export interface InsufficientReason {
summary: string;
detected_entities: string[];
route_attempted: string;
retrieved_snippets: { source: string; locator: string; score: number; text: string }[];
why_insufficient: string;
suggested_questions: string[];
suggest_ingest: boolean;
}
export interface ModelFitSnapshot {
enabled: boolean;
selected_model: string;
fit_score: number | null;
fit_level: string | null;
fit_label: string | null;
quantization: string | null;
estimated_vram_gb: number | null;
hardware_warning: string | null;
hardware_warnings: string[];
measured_tok_per_sec: number | null;
estimate_used: boolean;
measured_available: boolean;
recommendation_reason: string;
}
export interface AnswerResult {
answer: string;
status?: string;
citations: Citation[];
route: string;
route_confidence: number;
route_rationale: string;
path_evidence: PathEvidence[];
seeds: string[];
iterations: number;
confidence: number;
evidence_coverage?: number;
cached: boolean;
elapsed_ms: number;
trace: TraceSpan[];
trace_steps?: TraceStep[];
detected_entities?: string[];
suggested_questions?: string[];
insufficient_evidence_reason?: InsufficientReason | null;
warnings?: string[];
provider_status?: { subsystem: string; provider: string }[];
visual_grounding?: VisualGrounding | null;
selected_rag_strategy?: string | null;
fallback_strategy?: string | null;
strategy_warnings?: string[];
model_fit?: ModelFitSnapshot | null;
}
export interface CorpusSummary {
indexed: boolean;
indexed_document_count: number;
vector_count: number;
document_titles: string[];
source_types: Record<string, number>;
top_entities: { name: string; type: string; mentions: number; chunks: number }[];
entity_count: number;
last_indexed: string | null;
last_document_title?: string | null;
languages?: string[];
failed_files?: string[];
}
export type StreamEvent =
| {
type: "meta";
route: string;
confidence: number;
rationale: string;
seeds: string[];
path_evidence: PathEvidence[];
detected_entities?: string[];
evidence_coverage?: number;
rag_strategy?: string;
sources?: Citation[];
}
| { type: "token"; text: string }
| {
// Agentic multi-hop progress: planning → hop N → checking → synthesizing.
type: "step";
phase: "decompose" | "hop" | "check" | "synthesize";
label: string;
detail?: string;
hop?: number;
query?: string;
retrieved?: number;
sub_questions?: string[];
sufficient?: boolean;
}
| {
type: "final";
answer: string;
status?: string;
citations: Citation[];
confidence: number;
evidence_coverage?: number;
elapsed_ms: number;
trace: TraceSpan[];
trace_steps?: TraceStep[];
detected_entities?: string[];
suggested_questions?: string[];
insufficient_evidence_reason?: InsufficientReason | null;
warnings?: string[];
selected_rag_strategy?: string;
fallback_strategy?: string | null;
fallback_reason?: string | null;
strategy_warnings?: string[];
visual_grounding?: VisualGrounding | null;
model_fit?: ModelFitSnapshot | null;
};
export interface RAGStrategyInfo {
id: string;
name: string;
description: string;
status: "available" | "experimental" | "planned";
required_features: string[];
supports_streaming: boolean;
supports_graph: boolean;
supports_rerank: boolean;
supports_web: boolean;
supports_abstention: boolean;
expected_latency: "fast" | "medium" | "slow";
best_for: string;
limitations: string;
available: boolean;
unavailable_reason: string | null;
}
export interface EvalMetrics {
strategy?: string;
route?: string;
confidence?: number;
evidence_coverage?: number;
citations?: number;
elapsed_ms?: number;
status?: string;
warnings?: string[];
}
export async function health() {
const r = await fetch(`${API_BASE}/health`, { cache: "no-store" });
return r.json();
}
export async function corpusSummary(): Promise<CorpusSummary> {
const r = await fetch(`${API_BASE}/corpus/summary`, { cache: "no-store" });
if (!r.ok) throw new Error(`corpus summary failed: ${r.status}`);
return r.json();
}
export interface CorpusDocument {
doc_id: string;
title: string;
source: string;
source_type: string;
chunks: number;
}
export async function corpusDocuments(): Promise<CorpusDocument[]> {
const r = await fetch(`${API_BASE}/corpus/documents`, { cache: "no-store" });
if (!r.ok) throw new Error(`corpus documents failed: ${r.status}`);
const data = (await r.json()) as { documents?: CorpusDocument[] };
return data.documents ?? [];
}
export interface WikiPageSummary {
id: string;
title: string;
type: string;
mentions: number;
updated: string;
sources: string[];
}
export interface WikiPageDetail extends WikiPageSummary {
markdown: string;
}
export async function wikiEntities(): Promise<{ enabled: boolean; count: number; pages: WikiPageSummary[] }> {
const r = await fetch(`${API_BASE}/wiki/entities?limit=200`, { cache: "no-store" });
if (!r.ok) return { enabled: false, count: 0, pages: [] };
return r.json();
}
export async function wikiEntity(id: string): Promise<WikiPageDetail | null> {
const r = await fetch(`${API_BASE}/wiki/entity/${encodeURIComponent(id)}`, { cache: "no-store" });
if (!r.ok) return null;
return r.json();
}
export interface WikiLint {
enabled: boolean;
pages: number;
contradiction_count: number;
contradictions: { entity: string; old_claim: string; new_claim: string; why?: string }[];
orphan_pages: string[];
}
export async function wikiLint(): Promise<WikiLint> {
const r = await fetch(`${API_BASE}/wiki/lint`, { cache: "no-store" });
if (!r.ok) return { enabled: false, pages: 0, contradiction_count: 0, contradictions: [], orphan_pages: [] };
return r.json();
}
// ---- Watch Folder ---------------------------------------------------------
export interface WatchDirStatus {
path: string;
exists: boolean;
files: number;
}
export interface WatchStatus {
enabled: boolean;
poll_seconds: number;
recursive: boolean;
delete_missing: boolean;
tracked: number;
directories: WatchDirStatus[];
}
export interface WatchSyncResult {
enabled: boolean;
added: number;
updated: number;
removed: number;
reindexed: boolean;
chunks_indexed: number;
errors: string[];
}
export async function watchStatus(): Promise<WatchStatus> {
const r = await fetch(`${API_BASE}/watch/status`, { cache: "no-store" });
if (!r.ok)
return {
enabled: false,
poll_seconds: 10,
recursive: true,
delete_missing: true,
tracked: 0,
directories: [],
};
return r.json();
}
export async function watchSync(): Promise<WatchSyncResult> {
const r = await fetch(`${API_BASE}/watch/sync`, { method: "POST" });
if (!r.ok)
return { enabled: false, added: 0, updated: 0, removed: 0, reindexed: false, chunks_indexed: 0, errors: ["request failed"] };
return r.json();
}
export async function fetchSuggestions(
limit = 4,
): Promise<{ suggestions: string[]; corpus_indexed: boolean }> {
const r = await fetch(`${API_BASE}/suggestions?limit=${limit}`, { cache: "no-store" });
if (!r.ok) throw new Error(`suggestions failed: ${r.status}`);
return r.json();
}
export interface StatusResponse {
status: string;
version: string;
env: string;
providers: { subsystem: string; provider: string; status?: string }[];
index: { vectors?: number };
corpus: { vector_count?: number; entity_count?: number };
tracing: { provider?: string; phoenix_endpoint?: string };
// Deployment posture (see auralynq/config/settings.py + /api/status). Present
// on any recent backend; older backends simply omit them (all optional here).
hf_space?: boolean;
demo_mode?: boolean;
public_demo?: boolean;
allow_uploads?: boolean;
}
export async function statusSummary(): Promise<StatusResponse> {
const r = await fetch(`${API_BASE}/status`, { cache: "no-store" });
if (!r.ok) throw new Error(`status failed: ${r.status}`);
return r.json();
}
/**
* Derive a user-facing "deployment mode" from a StatusResponse: whether the
* backend is in an explicit demo/HF-Space posture, and whether it's running on
* the offline $0 fallback providers (extractive LLM / hash embeddings) rather
* than a real model. Pure function so it's unit-testable without a DOM.
*/
export interface DeploymentMode {
demo: boolean;
publicDemo: boolean;
hfSpace: boolean;
uploadsDisabled: boolean;
offlineFallback: boolean;
offlineProviders: string[];
/** Generation is quotation-only — answers do not reflect model quality. */
extractiveLlm: boolean;
/** Retrieval is keyword-grade — relevance is weaker than a real embedder. */
hashEmbeddings: boolean;
}
export function deploymentMode(s: StatusResponse | null | undefined): DeploymentMode {
const providers = s?.providers ?? [];
const offline: string[] = [];
let extractiveLlm = false;
let hashEmbeddings = false;
for (const p of providers) {
if (p.subsystem === "llm" && p.provider === "extractive") {
offline.push("extractive answering");
extractiveLlm = true;
}
if (p.subsystem === "embeddings" && p.provider === "hash") {
offline.push("hash embeddings");
hashEmbeddings = true;
}
}
return {
extractiveLlm,
hashEmbeddings,
demo: Boolean(s?.demo_mode),
publicDemo: Boolean(s?.public_demo),
hfSpace: Boolean(s?.hf_space),
// allow_uploads defaults to true when the field is absent (older backend)
uploadsDisabled: s?.allow_uploads === false,
offlineFallback: offline.length > 0,
offlineProviders: offline,
};
}
export async function observabilitySummary() {
const r = await fetch(`${API_BASE}/observability/summary`, { cache: "no-store" });
if (!r.ok) throw new Error(`observability failed: ${r.status}`);
return r.json();
}
export async function ask(question: string, finalK?: number): Promise<AnswerResult> {
const r = await fetch(`${API_BASE}/query`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ question, final_k: finalK }),
});
if (!r.ok) throw new Error(`query failed: ${r.status}`);
return r.json();
}
// Stream tokens via SSE-over-POST using the fetch streaming body.
export async function askStream(
question: string,
onEvent: (e: StreamEvent) => void,
signal?: AbortSignal,
): Promise<void> {
const r = await fetch(`${API_BASE}/query/stream`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ question }),
signal,
});
if (!r.ok) {
const detail = await r.text().catch(() => "");
throw new Error(`stream failed: ${r.status} ${detail.slice(0, 200)}`);
}
if (!r.body) throw new Error("no stream body");
const reader = r.body.getReader();
const decoder = new TextDecoder();
let buf = "";
for (;;) {
const { value, done } = await reader.read();
if (done) break;
buf += decoder.decode(value, { stream: true });
const { events, rest } = consumeSSE<StreamEvent>(buf);
buf = rest;
for (const ev of events) onEvent(ev);
}
// Flush any final buffered frame (stream may end without a trailing blank line).
if (buf.trim()) {
const ev = parseSSEFrame<StreamEvent>(buf);
if (ev) onEvent(ev);
}
}
export async function ingestFile(file: File) {
const fd = new FormData();
fd.append("file", file);
const r = await fetch(`${API_BASE}/ingest`, { method: "POST", body: fd });
if (!r.ok) throw new Error(`ingest failed: ${r.status}`);
return r.json();
}
export interface IngestUrlResult {
url: string;
title: string;
documents: number;
chunks: number;
skipped: number;
unchanged: boolean;
}
export async function ingestUrl(url: string): Promise<IngestUrlResult> {
const r = await fetch(`${API_BASE}/ingest/url`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ url }),
});
if (!r.ok) {
let detail = `ingest url failed: ${r.status}`;
try {
const j = await r.json();
detail = j?.detail || j?.error || detail;
} catch {
/* non-JSON error */
}
throw new Error(detail);
}
return r.json();
}
// ---- Cloud connectors -----------------------------------------------------
export interface ConnectorStatus {
name: string;
configured: boolean;
setup_hint: string;
synced_at: string | null;
docs: number;
}
export interface ConnectorSyncResult {
connector: string;
configured: boolean;
added: number;
updated: number;
removed: number;
unchanged: number;
chunks_indexed: number;
errors: string[];
}
export async function connectorsStatus(): Promise<ConnectorStatus[]> {
const r = await fetch(`${API_BASE}/connectors/status`, { cache: "no-store" });
if (!r.ok) return [];
return (await r.json()).connectors ?? [];
}
export async function connectorSync(name: string): Promise<ConnectorSyncResult> {
const r = await fetch(`${API_BASE}/connectors/${encodeURIComponent(name)}/sync`, { method: "POST" });
if (!r.ok) {
let detail = `sync failed: ${r.status}`;
try {
detail = (await r.json())?.detail || detail;
} catch {
/* non-JSON */
}
throw new Error(detail);
}
return r.json();
}
export async function sendVoice(blob: Blob) {
const fd = new FormData();
fd.append("file", new File([blob], "speech.webm", { type: blob.type }));
const r = await fetch(`${API_BASE}/voice`, { method: "POST", body: fd });
if (!r.ok) throw new Error(`voice failed: ${r.status}`);
return r.json();
}
export async function evalReport() {
const r = await fetch(`${API_BASE}/eval/report`, { cache: "no-store" });
return r.json();
}
export function audioUrl() {
return `${API_BASE}/voice/audio?t=${Date.now()}`;
}
// --- Corpus management ---------------------------------------------------
export interface DocumentMeta {
doc_id: string;
source: string;
title: string;
source_type: string;
chunks?: number;
vectors?: number;
ingested_at?: string | null;
}
export interface CorpusClearPreview {
action: string;
document_count: number;
vector_count: number;
entity_count: number;
files: string[];
document_details: DocumentMeta[];
manifest_entries: number;
graph_exists: boolean;
confirmation_phrase: string;
warning: string;
}
export interface CorpusDeleteDocumentPreview {
action: string;
found: boolean;
document: DocumentMeta | null;
confirmation_phrase: string;
warning?: string;
}
export interface CorpusDeleteReport {
action: string;
deleted: boolean;
deleted_vectors: number;
deleted_documents: number;
deleted_entities: number;
deleted_chunks: number;
errors: string[];
reason?: string | null;
}
export async function corpusClearPreview(): Promise<CorpusClearPreview> {
const r = await fetch(`${API_BASE}/corpus/clear/preview`, { method: "POST", cache: "no-store" });
if (!r.ok) throw new Error(`corpus clear preview failed: ${r.status}`);
return r.json();
}
export async function corpusClearConfirm(phrase: string): Promise<CorpusDeleteReport> {
const r = await fetch(`${API_BASE}/corpus/clear/confirm`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ phrase }),
});
if (!r.ok) {
const body = await r.json().catch(() => ({}));
throw new Error(body?.error?.message || `confirm failed: ${r.status}`);
}
return r.json();
}
export async function corpusDeleteLastPreview(): Promise<CorpusDeleteDocumentPreview> {
const r = await fetch(`${API_BASE}/corpus/documents/last/preview`, { cache: "no-store" });
if (!r.ok) throw new Error(`delete last preview failed: ${r.status}`);
return r.json();
}
export async function corpusDeleteLastConfirm(phrase: string): Promise<CorpusDeleteReport> {
const r = await fetch(`${API_BASE}/corpus/documents/last/confirm`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ phrase }),
});
if (!r.ok) {
const body = await r.json().catch(() => ({}));
throw new Error(body?.error?.message || `confirm failed: ${r.status}`);
}
return r.json();
}
export async function corpusDeleteDocumentPreview(docId: string): Promise<CorpusDeleteDocumentPreview> {
const r = await fetch(`${API_BASE}/corpus/documents/${encodeURIComponent(docId)}/preview`, { cache: "no-store" });
if (!r.ok) throw new Error(`delete document preview failed: ${r.status}`);
return r.json();
}
export async function corpusDeleteDocumentConfirm(docId: string, phrase: string): Promise<CorpusDeleteReport> {
const r = await fetch(`${API_BASE}/corpus/documents/${encodeURIComponent(docId)}/confirm`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ phrase }),
});
if (!r.ok) {
const body = await r.json().catch(() => ({}));
throw new Error(body?.error?.message || `confirm failed: ${r.status}`);
}
return r.json();
}
// --- RAG strategies -------------------------------------------------------
export async function fetchRAGStrategies(): Promise<{ strategies: RAGStrategyInfo[]; default_strategy: string }> {
const r = await fetch(`${API_BASE}/rag/strategies`, { cache: "no-store" });
if (!r.ok) throw new Error(`strategies failed: ${r.status}`);
return r.json();
}
// --- LLM serving backends -------------------------------------------------
export interface LLMBackendInfo {
id: "ollama" | "vllm" | "airllm";
name: string;
description: string;
status: "available" | "unavailable" | "experimental";
available: boolean;
speed_class: "very_fast" | "fast" | "very_slow";
requires_gpu: boolean;
supports_streaming: boolean;
detected_at: string | null;
version: string | null;
models: string[];
active_model: string | null;
unavailable_reason: string | null;
remediation: string | null;
warnings: string[];
}
export interface LLMBackendsResponse {
backends: LLMBackendInfo[];
/** What is configured — "auto" means the ladder resolves it per process. */
configured: string;
/** What actually serves answers right now. */
active: string;
auto_selected: boolean;
}
export async function fetchLLMBackends(recheck = false): Promise<LLMBackendsResponse> {
const r = await fetch(`${API_BASE}/llm/backends${recheck ? "?recheck=true" : ""}`, {
cache: "no-store",
});
if (!r.ok) throw new Error(`backends failed: ${r.status}`);
return r.json();
}
export async function setLLMBackend(backend: string): Promise<{ backend: string; active: string }> {
const r = await fetch(`${API_BASE}/llm/backend`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({ backend }),
});
if (!r.ok) {
const body = await r.text().catch(() => "");
let msg = `Could not switch to ${backend}`;
try {
msg = JSON.parse(body)?.error?.message || JSON.parse(body)?.detail || msg;
} catch {
/* keep the generic message */
}
throw new Error(msg);
}
return r.json();
}
// --- Eval -----------------------------------------------------------------
export async function evalLast(): Promise<EvalMetrics | null> {
const r = await fetch(`${API_BASE}/eval/last`, { cache: "no-store" });
if (!r.ok) return null;
const data = await r.json();
if (data.status === "pending") return null;
return data as EvalMetrics;
}
export async function postEvalFeedback(payload: {
answer_rating?: number;
citation_correct?: boolean;
answer_supported?: boolean;
notes?: string;
}) {
const r = await fetch(`${API_BASE}/eval/feedback`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify(payload),
});
if (!r.ok) throw new Error(`feedback failed: ${r.status}`);
return r.json();
}
export async function exportEvalRun() {
const r = await fetch(`${API_BASE}/eval/export-run`, { method: "POST", cache: "no-store" });
if (!r.ok) throw new Error(`export failed: ${r.status}`);
return r.json();
}
export async function runEval(): Promise<any> {
const r = await fetch(`${API_BASE}/eval/run`, { method: "POST", cache: "no-store" });
if (!r.ok) throw new Error(`eval run failed: ${r.status}`);
return r.json();
}
// --- Visual grounding -------------------------------------------------------
export interface VisualHighlight {
citation_id: string;
chunk_id: string;
doc_id: string;
source_title: string;
page: number | null;
page_image_url: string;
bbox: [number, number, number, number] | null;
normalized_bbox: [number, number, number, number] | null;
color_index: number;
snippet: string;
support_type: "span" | "page" | "unavailable" | "graph";
relevance: number;
confidence: number;
block_type: string;
grounding_version: number;
reindex_required: boolean;
}
export interface ClaimGrounding {
claim_id: string;
text: string;
citation_ids: string[];
support_status: "supported" | "partial" | "weak" | "unsupported";
visual_evidence_ids: string[];
confidence: number;
}
export interface VisualGrounding {
highlights: VisualHighlight[];
claim_grounding: ClaimGrounding[];
warnings: string[];
visual_grounding_available: boolean;
grounding_stage: "span" | "page" | "unavailable";
}
export interface PageInfo {
page: number;
width: number;
height: number;
image_url: string;
has_image: boolean;
}
export interface DocumentPagesResponse {
doc_id: string;
source_title: string;
source_type: string;
n_pages: number;
pages: PageInfo[];
visual_grounding_version: number;
reindex_required: boolean;
}
export async function fetchDocumentPages(docId: string): Promise<DocumentPagesResponse> {
const r = await fetch(`${API_BASE}/documents/${encodeURIComponent(docId)}/pages`, { cache: "no-store" });
if (!r.ok) throw new Error(`document pages failed: ${r.status}`);
return r.json();
}
export function documentPageImageUrl(docId: string, page: number): string {
return `${API_BASE}/documents/${encodeURIComponent(docId)}/pages/${page}/image`;
}
export async function fetchGroundingStatus(docId: string) {
const r = await fetch(`${API_BASE}/documents/${encodeURIComponent(docId)}/grounding-status`, { cache: "no-store" });
if (!r.ok) throw new Error(`grounding status failed: ${r.status}`);
return r.json();
}
export interface GroundingSummary {
enabled: boolean;
page_rendering_enabled: boolean;
total_docs: number;
grounded_docs: number;
needs_reindex: number;
visual_grounding_version: number;
}
export async function fetchGroundingSummary(): Promise<GroundingSummary> {
const r = await fetch(`${API_BASE}/corpus/grounding-summary`, { cache: "no-store" });
if (!r.ok) throw new Error(`grounding summary failed: ${r.status}`);
return r.json();
}
export interface PageLayoutBlock {
block_id: string;
page: number;
bbox: number[];
normalized_bbox: number[];
text: string;
block_type: string;
chunk_id: string;
relevance: number;
confidence: number;
is_cited: boolean;
citation_ids: string[];
}
export interface PageLayoutResponse {
doc_id: string;
page: number;
blocks: PageLayoutBlock[];
source_title: string;
page_width: number;
page_height: number;
}
export async function fetchPageLayout(docId: string, page: number): Promise<PageLayoutResponse> {
const r = await fetch(`${API_BASE}/documents/${encodeURIComponent(docId)}/pages/${page}/layout`, { cache: "no-store" });
if (!r.ok) throw new Error(`page layout failed: ${r.status}`);
return r.json();
}
// Stream with strategy selection
export async function askStreamWithStrategy(
question: string,
strategyId: string | null,
onEvent: (e: StreamEvent) => void,
signal?: AbortSignal,
docIds?: string[] | null,
): Promise<void> {
const r = await fetch(`${API_BASE}/query/stream`, {
method: "POST",
headers: { "Content-Type": "application/json" },
body: JSON.stringify({
question,
rag_strategy: strategyId,
...(docIds && docIds.length ? { doc_ids: docIds } : {}),
}),
signal,
});
if (!r.ok) {
const detail = await r.text().catch(() => "");
throw new Error(`stream failed: ${r.status} ${detail.slice(0, 200)}`);
}
if (!r.body) throw new Error("no stream body");
const reader = r.body.getReader();
const decoder = new TextDecoder();
let buf = "";
for (;;) {
const { value, done } = await reader.read();
if (done) break;
buf += decoder.decode(value, { stream: true });
const { events, rest } = consumeSSE<StreamEvent>(buf);
buf = rest;
for (const ev of events) onEvent(ev);
}
if (buf.trim()) {
const ev = parseSSEFrame<StreamEvent>(buf);
if (ev) onEvent(ev);
}
}
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