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"content": "<?php\n\ndeclare(strict_types=1);\n\nnamespace Infrastructure\\Docs;\n\n\/\/ @responsibility: Orchestriert Doc2Vector-Pipeline (Chunking → Analyse → Sync)\n\nfinal class Doc2VectorPipeline\n{\n public function __construct(\n private ChunkingService $chunking,\n private ChunkAnalysisService $analysis,\n private ChunkSyncService $sync,\n private HybridSearchService $search\n ) {\n }\n\n \/**\n * Runs the full pipeline.\n *\n * @return array{\n * chunking: array{documents: int, chunks: int, tokens: int, errors: array<string>},\n * analysis: array{analyzed: int, failed: int, errors: array<string>},\n * sync: array{synced: int, failed: int, errors: array<string>},\n * duration_seconds: float\n * }\n *\/\n public function runFull(): array\n {\n $start = microtime(true);\n\n echo '=== Doc2Vector Pipeline ===' . PHP_EOL . PHP_EOL;\n\n \/\/ Stage 1: Chunking\n echo 'Stage 1: Chunking documents...' . PHP_EOL;\n $chunkResult = $this->chunking->chunkAll();\n echo sprintf(\n ' Completed: %d documents, %d chunks, %d tokens' . PHP_EOL,\n $chunkResult['documents'],\n $chunkResult['chunks'],\n $chunkResult['tokens']\n );\n\n \/\/ Stage 2: Analysis\n echo PHP_EOL . 'Stage 2: LLM Analysis (this may take a while)...' . PHP_EOL;\n $analysisResult = $this->analysis->analyzeAllPending(1000);\n echo sprintf(\n ' Completed: %d analyzed, %d failed' . PHP_EOL,\n $analysisResult['analyzed'],",
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