Homelab Cursor
e5327cd65e
fix(rag): force rag_search in code, do not rely on LLM tool-calling
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The LLM ignores system injections when session history already
contains insurance answers. Now: when doc keywords detected, call
rag_search directly in Python, inject results as fake tool-call
into messages. LLM only needs to format the answer.
2026-03-26 16:48:21 +01:00
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Homelab Cursor
98d0698db0
fix(rag): inject PFLICHT-reminder for doc-keywords to prevent LLM skipping rag_search
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When session history already contained insurance/document answers,
the LLM would skip rag_search and hallucinate from memory.
Now: if doc keywords detected, inject system-message reminder AFTER
session history but BEFORE user question, forcing rag_search call.
Fixes #51 follow-up: LVM query returned wrong answer.
2026-03-26 16:38:29 +01:00
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Homelab Cursor
59e53a2750
rag: 19/20 E2E-Tests bestanden — Dedup + Anti-Halluzination + Pflicht-Prompt
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- Dedup auf Dateinamen-Ebene (Extension + Kopie-Marker ignorieren)
- docnm_kwd boost 1.5→3.0 fuer bessere Ordner-Treffer
- SYSTEM_PROMPT_EXTRA verschaerft: IMMER rag_search bei Dokument-Fragen
- Expliziter Ende-Marker gegen LLM-Halluzination
- MIN_TOP_K=5, Default top_k=8
- Content-Snippet 400→600 Zeichen
Ref: Issue #51
2026-03-26 15:25:52 +01:00
Homelab Cursor
a43c0b913b
rag: bessere Treffer + Anti-Halluzination
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- top_k min=5, default=8 (LLM kann nicht mehr top_k=3 setzen)
- docnm_kwd boost 1.5→3.0 (Ordner/Dateinamen staerker gewichten)
- Ordnerpfad als Kategorie-Info in Ausgabe
- Content-Snippet 400→600 Zeichen
- SYSTEM_PROMPT_EXTRA: LLM darf keine Details erfinden
- es_size erhoehen fuer breitere Suche
Ref: Issue #51
2026-03-26 15:07:31 +01:00
Homelab Cursor
0e1c7a6ebb
llm: Routing-Fix — Dokument-Keywords in LOCAL_OVERRIDES
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Versicherung/Vertrag/Steuer/Rente/Dokument etc. routen jetzt lokal
statt zu Sonar, damit rag_search per Tool-Calling aufgerufen wird.
Vorher: aktuell in Frage -> Sonar -> kein Tool-Calling -> kein RAG.
Ref: Issue #51
2026-03-26 14:43:56 +01:00
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Auto-Sync: 2026-03-26 14:34
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Homelab Cursor
f9b69ad283
rag: Elasticsearch direkt (Hybrid kNN + deutsch) statt RAGFlow API
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- ES 100.109.101.12:1200, Filter kb_id, knn auf q_768_vec
- Query-Embedding via Ollama nomic-embed-text
- Text: content_de, content_ltks, docnm_kwd
- OCR-Heuristik, Deduplizierung nach docnm_kwd
- Ref: Issue #51
2026-03-26 14:34:40 +01:00
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