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Workbench/qa/sess_2674788edbdc4b62b7a7973cfdb42dce

Final smoke session

This session view preserves turn history, grounded citations, and the retrieval trace selected for each assistant answer.

session_id
sess_2674788edbdc4b62b7a7973cfdb42dce
status
active
turns
2
citations
1

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Grounded onlyhybridtop_k=8
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Session transcript

Turn history is ordered, reloadable, and keeps the grounding artifacts next to each assistant answer.

user2026-03-24 09:55:24Z
Kafka 重试和死信队列怎么回答?
assistant2026-03-24 09:55:24Z
Lead with: 先讲重试目标,再讲幂等、退避、死信隔离和监控补偿。 Expect follow-ups on: Redis 分布式锁会遇到哪些问题? / Redis 锁怎么回答比较完整? / Redis 分布式锁为什么要续约?

Citations (1)

Citations are mandatory for grounded answers.

先讲重试目标,再讲幂等、退避、死信隔离和监控补偿。

Source: Manual Q&A - Kafka 重试和死信队列怎么回答?

Retrieval trace • hybrid3 hits
Slice 5 hybrid retrieval uses question FTS plus structured tag/source expansion over persisted local chunks.Embeddings are intentionally deferred in this slice; no external vector store is used.
source_documentmergedscore 157.0
Question: Kafka 重试和死信队列怎么回答? Answer: 先讲重试目标,再讲幂等、退避、死信隔离和监控补偿。
question_itemftsscore 103.0
Kafka 重试和死信队列怎么回答?
question_itemmergedscore 62.0
Kafka 重试和死信队列怎么回答?

Latest retrieval summary

The newest trace summary stays visible for quick debugging.

strategy: hybrid
question_ids: 1
chunk_ids: 2
created_at: 2026-03-24 09:55:24Z