335 lines
13 KiB
PHP
335 lines
13 KiB
PHP
<?php
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namespace app\common\service\ai;
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use app\common\model\ai\AiConfig;
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class AiAssistantPlanner
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{
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private const ALLOWED_DOMAINS = ['article', 'post', 'lottery', 'match', 'crypto'];
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private const DEFAULT_DOMAINS = ['article', 'post', 'lottery', 'match'];
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private const DATE_PRESETS = ['today', 'tomorrow', 'yesterday', 'latest', 'recent'];
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private const CRYPTO_SYMBOLS = ['BTC', 'ETH', 'BNB', 'SOL', 'XRP', 'DOGE', 'TON', 'TRX', 'ADA', 'AVAX'];
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public static function plan(string $message, array $historyMessages = []): array
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{
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if ((int) AiConfig::getVal('assistant_enable_query_planner', '1') !== 1) {
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return self::fallbackPlan($message);
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}
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$client = new DeepSeekClient();
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$result = $client->chatJson(self::systemPrompt(), self::userPrompt($message, $historyMessages), self::modelOptions());
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if (!empty($result['success']) && is_array($result['parsed'] ?? null)) {
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$plan = self::normalizePlan($result['parsed'], $message);
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$plan['_meta'] = [
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'source' => 'llm',
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'model' => (string) ($result['model'] ?? ''),
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'provider_label' => (string) ($result['provider_label'] ?? ''),
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];
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return $plan;
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}
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$plan = self::fallbackPlan($message);
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$plan['_meta'] = [
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'source' => 'fallback',
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'error' => (string) ($result['error'] ?? 'planner_failed'),
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];
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return $plan;
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}
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private static function systemPrompt(): string
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{
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$today = date('Y-m-d');
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return '你是世博头条 AI 助手的查询规划器。'
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. '你的任务不是直接回答用户，而是把问题改写成便于后续检索和回答的结构化 JSON。'
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. '今天日期是 ' . $today . '。'
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. '必须只输出一个 JSON 对象，不要输出额外说明。'
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. '字段要求：'
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. 'intent（如 match_schedule/match_result/crypto_quote/lottery_analysis/news_search/general_search）、'
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. 'rewritten_query（字符串）、alternate_queries（字符串数组）、domains（article/post/lottery/match/crypto 数组）、'
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. 'preferred_domain（单个领域）、entities（teams/leagues/symbols/keywords 数组）、'
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. 'date_range（preset/date/start_date/end_date，可为空对象）、needs_realtime（布尔）、'
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. 'answer_format（固定 markdown）、confidence（0-1 数值）。'
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. '如果用户提到今天/明天/昨天/最新/最近，要在 date_range 或 intent 中明确体现。';
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}
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private static function userPrompt(string $message, array $historyMessages): string
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{
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$history = [];
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foreach (array_slice($historyMessages, -6) as $row) {
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$role = (string) ($row['role'] ?? 'user');
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$content = trim((string) ($row['content'] ?? ''));
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if ($content === '') {
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continue;
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}
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$history[] = [
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'role' => $role,
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'content' => mb_substr($content, 0, 300),
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];
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}
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return "对话历史：\n"
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. json_encode($history, JSON_UNESCAPED_UNICODE | JSON_PRETTY_PRINT)
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. "\n\n当前用户问题：\n"
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. $message
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. "\n\n请输出查询规划 JSON。";
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}
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private static function modelOptions(): array
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{
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return DeepSeekClient::defaultModelOptions([
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'max_tokens' => 800,
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'temperature' => 0.15,
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'retry_times' => 1,
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'retry_sleep_ms' => 600,
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]);
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}
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private static function fallbackPlan(string $message): array
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{
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return self::normalizePlan([
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'intent' => self::inferIntent($message),
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'rewritten_query' => $message,
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'alternate_queries' => self::buildAlternateQueries($message),
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'domains' => self::inferDomains($message),
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'preferred_domain' => self::inferPreferredDomain($message),
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'entities' => self::inferEntities($message),
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'date_range' => self::inferDateRange($message),
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'needs_realtime' => self::inferNeedsRealtime($message),
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'answer_format' => 'markdown',
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'confidence' => 0.45,
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], $message);
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}
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private static function normalizePlan(array $parsed, string $message): array
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{
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$intent = trim((string) ($parsed['intent'] ?? ''));
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if ($intent === '') {
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$intent = self::inferIntent($message);
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}
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$rewrittenQuery = trim((string) ($parsed['rewritten_query'] ?? ''));
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if ($rewrittenQuery === '') {
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$rewrittenQuery = $message;
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}
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$alternateQueries = [];
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foreach ((array) ($parsed['alternate_queries'] ?? []) as $query) {
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$query = trim((string) $query);
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if ($query !== '' && $query !== $rewrittenQuery) {
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$alternateQueries[] = $query;
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}
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}
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$alternateQueries = array_slice(array_values(array_unique($alternateQueries)), 0, 4);
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$domains = [];
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foreach ((array) ($parsed['domains'] ?? []) as $domain) {
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$domain = trim((string) $domain);
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if (in_array($domain, self::ALLOWED_DOMAINS, true)) {
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$domains[] = $domain;
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}
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}
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if (empty($domains)) {
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$domains = self::inferDomains($message);
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}
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$domains = array_values(array_unique($domains));
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$preferredDomain = trim((string) ($parsed['preferred_domain'] ?? ''));
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if (!in_array($preferredDomain, $domains, true)) {
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$preferredDomain = self::inferPreferredDomain($message);
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}
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if (!in_array($preferredDomain, $domains, true)) {
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$preferredDomain = (string) ($domains[0] ?? '');
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}
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$entities = [
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'teams' => self::normalizeTextArray($parsed['entities']['teams'] ?? []),
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'leagues' => self::normalizeTextArray($parsed['entities']['leagues'] ?? []),
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'symbols' => self::normalizeTextArray($parsed['entities']['symbols'] ?? []),
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'keywords' => self::normalizeTextArray($parsed['entities']['keywords'] ?? []),
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];
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if (empty($entities['teams']) && empty($entities['leagues']) && empty($entities['symbols']) && empty($entities['keywords'])) {
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$entities = self::inferEntities($message);
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}
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$dateRange = self::normalizeDateRange((array) ($parsed['date_range'] ?? []), $message);
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$needsRealtime = filter_var($parsed['needs_realtime'] ?? self::inferNeedsRealtime($message), FILTER_VALIDATE_BOOL);
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$answerFormat = trim((string) ($parsed['answer_format'] ?? 'markdown')) ?: 'markdown';
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$confidence = (float) ($parsed['confidence'] ?? 0.55);
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$confidence = max(0.0, min(1.0, $confidence));
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return [
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'intent' => $intent,
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'rewritten_query' => $rewrittenQuery,
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'alternate_queries' => $alternateQueries,
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'domains' => $domains,
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'preferred_domain' => $preferredDomain,
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'entities' => $entities,
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'date_range' => $dateRange,
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'needs_realtime' => $needsRealtime,
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'answer_format' => $answerFormat === 'markdown' ? 'markdown' : 'markdown',
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'confidence' => $confidence,
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];
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}
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private static function normalizeDateRange(array $dateRange, string $message): array
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{
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$preset = trim((string) ($dateRange['preset'] ?? ''));
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if (!in_array($preset, self::DATE_PRESETS, true)) {
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$preset = (string) (self::inferDateRange($message)['preset'] ?? '');
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}
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$date = self::normalizeDateText((string) ($dateRange['date'] ?? ''));
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$startDate = self::normalizeDateText((string) ($dateRange['start_date'] ?? ''));
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$endDate = self::normalizeDateText((string) ($dateRange['end_date'] ?? ''));
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if ($preset === '' && $date === '' && $startDate === '' && $endDate === '') {
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return self::inferDateRange($message);
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}
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return array_filter([
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'preset' => $preset,
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'date' => $date,
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'start_date' => $startDate,
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'end_date' => $endDate,
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], static fn($value) => $value !== '');
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}
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private static function normalizeDateText(string $value): string
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{
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$value = trim($value);
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if ($value !== '' && preg_match('/^\d{4}-\d{2}-\d{2}$/', $value)) {
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return $value;
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}
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return '';
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}
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private static function normalizeTextArray($values): array
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{
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$rows = [];
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foreach ((array) $values as $value) {
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$value = trim((string) $value);
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if ($value !== '') {
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$rows[] = $value;
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}
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}
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return array_values(array_unique($rows));
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}
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private static function inferIntent(string $message): string
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{
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if (preg_match('/BTC|ETH|BNB|SOL|XRP|DOGE|TON|TRX|ADA|AVAX|比特币|以太坊|行情/u', $message)) {
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return 'crypto_quote';
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}
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if (preg_match('/资讯|新闻|文章|帖子|社区|消息|转会/u', $message)) {
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return 'news_search';
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}
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if (preg_match('/赛程|今天|今日|明天|下一场|下场|即将|未开赛/u', $message)) {
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return 'match_schedule';
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}
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if (preg_match('/结果|比分|赛果|战绩|上一场|上场|最近比赛/u', $message)) {
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return 'match_result';
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}
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if (preg_match('/六合|彩票|号码|特码|开奖结果|开奖记录/u', $message)) {
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return 'lottery_analysis';
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}
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return 'general_search';
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}
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private static function inferDomains(string $message): array
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{
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return match (self::inferIntent($message)) {
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'crypto_quote' => ['crypto', 'article'],
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'match_schedule', 'match_result' => ['match', 'article', 'post'],
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'lottery_analysis' => ['lottery', 'post'],
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'news_search' => ['article', 'post'],
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default => self::DEFAULT_DOMAINS,
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};
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}
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private static function inferPreferredDomain(string $message): string
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{
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return match (self::inferIntent($message)) {
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'crypto_quote' => 'crypto',
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'match_schedule', 'match_result' => 'match',
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'lottery_analysis' => 'lottery',
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'news_search' => 'article',
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default => 'article',
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};
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}
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private static function inferEntities(string $message): array
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{
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$keywords = preg_split('/[\s,，。！？；、:：\/\\\\]+/u', trim($message)) ?: [];
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$keywords = array_values(array_filter(array_map(static fn($item) => trim((string) $item), $keywords), static fn($item) => mb_strlen($item) >= 2));
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$leagues = [];
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foreach (['世界杯', 'NBA', '英超', '西甲', '欧冠', '中超'] as $league) {
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if (mb_strpos($message, $league) !== false) {
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$leagues[] = $league;
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}
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}
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$symbols = [];
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foreach (self::CRYPTO_SYMBOLS as $symbol) {
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if (preg_match('/\b' . preg_quote($symbol, '/') . '\b/i', $message)) {
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$symbols[] = $symbol;
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}
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}
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$teams = [];
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foreach ($keywords as $keyword) {
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if (preg_match('/队|联|赛|资讯|分析|行情/u', $keyword)) {
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continue;
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}
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if (!in_array($keyword, $leagues, true) && !in_array(strtoupper($keyword), $symbols, true)) {
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$teams[] = $keyword;
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}
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}
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return [
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'teams' => array_values(array_unique($teams)),
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'leagues' => array_values(array_unique($leagues)),
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'symbols' => array_values(array_unique($symbols)),
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'keywords' => array_values(array_unique($keywords)),
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];
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}
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private static function inferDateRange(string $message): array
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{
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if (preg_match('/今天|今日/u', $message)) {
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return ['preset' => 'today', 'date' => date('Y-m-d')];
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}
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if (preg_match('/明天/u', $message)) {
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return ['preset' => 'tomorrow', 'date' => date('Y-m-d', strtotime('+1 day'))];
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}
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if (preg_match('/昨天|昨日/u', $message)) {
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return ['preset' => 'yesterday', 'date' => date('Y-m-d', strtotime('-1 day'))];
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}
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if (preg_match('/最新|最近/u', $message)) {
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return ['preset' => 'latest'];
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}
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return [];
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}
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private static function inferNeedsRealtime(string $message): bool
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{
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return in_array(self::inferIntent($message), ['crypto_quote', 'match_schedule', 'match_result'], true);
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}
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private static function buildAlternateQueries(string $message): array
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{
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$queries = [];
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if (preg_match('/今天|今日/u', $message)) {
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$queries[] = str_replace(['今天', '今日'], date('Y-m-d'), $message);
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}
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if (preg_match('/世界杯/u', $message)) {
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$queries[] = '世界杯 今日赛程';
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}
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if (preg_match('/BTC|比特币/u', $message)) {
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$queries[] = 'BTC 实时行情';
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}
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return array_values(array_unique(array_filter($queries)));
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}
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}
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