{
"event": "PreToolUse",
"tool_name": "Bash",
"tool_input": {
"command": "cat > \/tmp\/rag_test.php << 'PHPEOF'\n<?php\n$ollamaHost = \"http:\/\/localhost:11434\";\n$qdrantHost = \"http:\/\/localhost:6333\";\n$question = \"Was ist systemisches Coaching?\";\n\n\/\/ Get embedding\n$ch = curl_init(\"$ollamaHost\/api\/embeddings\");\ncurl_setopt_array($ch, [\n CURLOPT_RETURNTRANSFER => true,\n CURLOPT_POST => true,\n CURLOPT_HTTPHEADER => [\"Content-Type: application\/json\"],\n CURLOPT_POSTFIELDS => json_encode([\"model\" => \"mxbai-embed-large\", \"prompt\" => $question]),\n]);\n$resp = json_decode(curl_exec($ch), true);\ncurl_close($ch);\n$embedding = $resp[\"embedding\"];\necho \"Embedding: \" . count($embedding) . \" dims\\n\\n\";\n\n\/\/ Search Qdrant\n$url = \"$qdrantHost\/collections\/documents\/points\/search\";\n$ch = curl_init($url);\ncurl_setopt_array($ch, [\n CURLOPT_RETURNTRANSFER => true,\n CURLOPT_POST => true,\n CURLOPT_HTTPHEADER => [\"Content-Type: application\/json\"],\n CURLOPT_POSTFIELDS => json_encode([\n \"vector\" => $embedding,\n \"limit\" => 5,\n \"with_payload\" => true,\n ]),\n]);\n$searchResp = json_decode(curl_exec($ch), true);\ncurl_close($ch);\n\necho \"=== Qdrant Results ===\\n\";\n$results = $searchResp[\"result\"] ?? [];\necho \"Count: \" . count($results) . \"\\n\\n\";\n\nforeach ($results as $i => $r) {\n $title = $r[\"payload\"][\"document_title\"] ?? \"MISSING\";\n $content = substr($r[\"payload\"][\"content\"] ?? \"EMPTY\", 0, 60);\n $score = number_format($r[\"score\"], 4);\n echo ($i+1) . \". $title\\n Score: $score\\n Content: $content...\\n\\n\";\n}\nPHPEOF\n\nphp \/tmp\/rag_test.php 2>&1",
"timeout": 60000,
"description": "PHP RAG test script"
}
}
{
"tool_response": {
"stdout": "Embedding: 1024 dims\n\n=== Qdrant Results ===\nCount: 5\n\n1. Booklet_ProblemeLoesungen_RELAUNCH2026.pdf\n Score: 0.8739\n Content: HERZLICH WILLKOMMEN!\nIn diesem Modul stehen nochmals ganz be...\n\n2. Booklet_ProzessAuftrag_RELAUNCH2026.pdf\n Score: 0.8466\n Content: Durch diese Unterscheidung wird klar, wie effektive systemis...\n\n3. Booklet_AufstellungEntscheidung__RELAUNCH2026.pdf\n Score: 0.8462\n Content: Im systemischen Ein-\nzel-Coaching arbeiten wir normalerweise...\n\n4. Booklet_AufstellungEntscheidung__RELAUNCH2026.pdf\n Score: 0.8462\n Content: Im systemischen Ein-\nzel-Coaching arbeiten wir normalerweise...\n\n5. Booklet_AufstellungEntscheidung__RELAUNCH2026.pdf\n Score: 0.8462\n Content: Im systemischen Ein-\nzel-Coaching arbeiten wir normalerweise...",
"stderr": "",
"interrupted": false,
"isImage": false
}
}