Complete local hybrid search and improve agent reliability
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{
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"created_at_utc": "2026-10-02T20:31:49.506119+00:00",
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"base_url": "http://127.0.0.1:8002",
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"requested_model": "gemma4:e2b",
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"dataset": "evals\\baseline_arabic_programming.jsonl",
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"evaluation_note": "Automatic checks are narrow format/value checks. Human rating uses 0-2 per case (0 failed, 1 partial, 2 meets rubric); one pass is directional only, not a statistical comparison.",
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"warmup": null,
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"latency_summary_seconds": {
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"mean": 0.25,
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"median": 0.25,
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"min": 0.25,
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"max": 0.25
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},
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"results": [
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{
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"id": "arithmetic-tool",
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"category": "tool-use",
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"rubric": [
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"استُدعيت أداة الحاسبة عند توفرها",
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"الناتج 3973 دون ادعاء غير صحيح"
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],
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"status": "ok",
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"elapsed_seconds": 0.25,
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"answer": "3973.0",
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"tool": "calculator",
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"checks": [
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{
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"check": {
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"type": "contains",
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"value": "3973"
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},
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"passed": true
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},
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{
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"check": {
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"type": "tool_is",
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"value": "calculator"
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},
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"passed": true
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}
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],
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"human_rating": null,
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"human_notes": ""
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}
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]
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}
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