lanceyq 9dc9b7aee7 refactor(memory): remove legacy extraction pipeline and add dialog_at temporal grounding ...

- Delete ExtractionOrchestrator (~2500 lines) and write_tools legacy path;
  MemoryService/WritePipeline is now the sole write path
- Remove NEW_PIPELINE_ENABLED feature flag from memory_agent_service
- Simplify pilot_run_service to always use PilotWritePipeline
- Add dialog_at field to statement and triplet extraction prompts as the
  primary reference time for resolving relative temporal expressions
- Rewrite relative time phrases (e.g. 昨天, 下周) into concrete dates
  directly in statement_text when stably resolvable from dialog_at
- Rename extracat_Pruning.jinja2 to extracat_pruning.jinja2; expand
  few-shot examples and update memory type enum (drop NULL, add
  agreement/repetition/other)

2026-05-08 11:28:24 +08:00

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