Protokoll #3714

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            "filePath": "\/var\/www\/dev.campus.systemische-tools.de\/src\/Infrastructure\/AI\/QdrantService.php",
            "content": "<?php\n\ndeclare(strict_types=1);\n\nnamespace Infrastructure\\AI;\n\nuse RuntimeException;\n\n\/**\n * Service for interacting with Qdrant vector database API.\n *\n * Provides methods to:\n * - Search for similar vectors in collections\n * - Check collection existence and availability\n * - Retrieve collection metadata and information\n * - Perform health checks on the Qdrant service\n *\n * This service uses cURL for HTTP requests without external dependencies.\n * All methods include proper timeout handling and exception management.\n *\n * @package Infrastructure\\AI\n * @author  System Generated\n * @version 1.0.0\n *\/\nfinal readonly class QdrantService\n{\n    \/**\n     * Default timeout for HTTP requests in seconds.\n     *\/\n    private const int DEFAULT_TIMEOUT = 30;\n\n    \/**\n     * Health check timeout in seconds.\n     *\/\n    private const int HEALTH_CHECK_TIMEOUT = 5;\n\n    \/**\n     * Constructs a new QdrantService instance.\n     *\n     * @param string $host The Qdrant API host URL (default: http:\/\/localhost:6333)\n     *\/\n    public function __construct(\n        private string $host = 'http:\/\/localhost:6333'\n    ) {\n    }\n\n    \/**\n     * Searches for similar vectors in a Qdrant collection.\n     *\n     * Performs a vector similarity search using the provided embedding vector.\n     * Returns the most similar points from the collection based on cosine distance.\n     *\n     * @param array<int, float> $vector     The query embedding vector\n     * @param string            $collection The collection name to search in (default: documents)\n     * @param int               $limit      Maximum number of results to return (default: 5)\n     *\n     * @return array<int, array{id: int|string, score: float, payload: array<string, mixed>}> Array of search results with scores and payloads\n     *\n     * @throws RuntimeException If the API request fails or returns invalid data\n     *",
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