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Update logging in decision_engine.py and retriever.py to use node_id as chunk_id and total_score instead of score for improved accuracy in debug statements. This change aligns with the new data structure introduced in version 4.5.4, enhancing traceability in retrieval processes.

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Lars 2026-01-11 18:55:13 +01:00
parent 1df89205ac
commit 3dc81ade0f
2 changed files with 7 additions and 2 deletions
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5
app/core/retrieval/decision_engine.py
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@ -225,8 +225,11 @@ class DecisionEngine:
else: else:
logger.info(f"✨ [SUCCESS] Stream '{name}' lieferte {len(response.results)} Treffer.") logger.info(f"✨ [SUCCESS] Stream '{name}' lieferte {len(response.results)} Treffer.")
# Top 3 Treffer im DEBUG-Level loggen # Top 3 Treffer im DEBUG-Level loggen
# WP-24c v4.5.4: QueryHit hat kein chunk_id Feld - verwende node_id (enthält die Chunk-ID)
for i, hit in enumerate(response.results[:3]): for i, hit in enumerate(response.results[:3]):
logger.debug(f" [{i+1}] Chunk: {hit.chunk_id} | Score: {hit.score:.4f} | Path: {hit.source.get('path', 'N/A')}") chunk_id = hit.node_id # node_id ist die Chunk-ID (pid)
score = hit.total_score # QueryHit hat total_score, nicht score
logger.debug(f" [{i+1}] Chunk: {chunk_id} | Score: {score:.4f} | Path: {hit.source.get('path', 'N/A') if hit.source else 'N/A'}")
for hit in response.results: for hit in response.results:
hit.stream_origin = name hit.stream_origin = name

4
app/core/retrieval/retriever.py
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@ -357,8 +357,10 @@ def _build_hits_from_semantic(
else: else:
logger.info(f"✨ [SUCCESS] Hybride Suche lieferte {len(results)} Treffer (Latency: {latency_ms}ms)") logger.info(f"✨ [SUCCESS] Hybride Suche lieferte {len(results)} Treffer (Latency: {latency_ms}ms)")
# Top 3 finale Scores loggen # Top 3 finale Scores loggen
# WP-24c v4.5.4: QueryHit hat kein chunk_id Feld - verwende node_id (enthält die Chunk-ID)
for i, hit in enumerate(results[:3]): for i, hit in enumerate(results[:3]):
logger.debug(f" [{i+1}] Final: Chunk={hit.chunk_id} | Total-Score={hit.total_score:.4f} | Semantic={hit.semantic_score:.4f} | Edge={hit.edge_bonus:.4f}") chunk_id = hit.node_id # node_id ist die Chunk-ID (pid)
logger.debug(f" [{i+1}] Final: Chunk={chunk_id} | Total-Score={hit.total_score:.4f} | Semantic={hit.semantic_score:.4f} | Edge={hit.edge_bonus:.4f}")
return QueryResponse(results=results, used_mode=used_mode, latency_ms=latency_ms) return QueryResponse(results=results, used_mode=used_mode, latency_ms=latency_ms)