Complete local hybrid search and improve agent reliability

This commit is contained in:
Hamza Ayed
2026-10-02 23:38:02 +03:00
parent 3563a104a3
commit 140f6eb287
62 changed files with 7546 additions and 314 deletions
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{
"created_at_utc": "2026-10-02T14:00:13.073708+00:00",
"base_url": "http://127.0.0.1:8000",
"dataset": "evals\\knowledge_retrieval.jsonl",
"metrics": {
"cases": 3,
"hit_at_1": 1.0,
"hit_at_3": 1.0,
"mean_reciprocal_rank": 1.0,
"evidence_rate": 1.0
},
"results": [
{
"id": "conversation-storage-ar",
"query": "أين تحفظ المحادثات؟",
"expected_document": "storage.md",
"expected_evidence": "SQLite",
"rank": 1,
"top_paths": [
"storage.md"
],
"evidence_found": true
},
{
"id": "image-model-ar",
"query": "ما النموذج الذي يعالج الصور تلقائيًا؟",
"expected_document": "images.md",
"expected_evidence": "Ministral 3:3b",
"rank": 1,
"top_paths": [
"images.md"
],
"evidence_found": true
},
{
"id": "preview-safety-ar",
"query": "كيف نحمي معاينة الملف قبل الموافقة؟",
"expected_document": "preview.md",
"expected_evidence": "SHA256",
"rank": 1,
"top_paths": [
"preview.md"
],
"evidence_found": true
}
],
"note": "Small deterministic fixture set; measures lexical retrieval only, not answer quality or general RAG quality."
}