Simplify AI memory pipeline
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@@ -56,18 +56,17 @@ Regenerate: `uv run python api/scripts/ai_touchpoints_scan.py --markdown api/doc
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| `api/app/features/memoir/story_pipeline_sync.py` | `agents_layer`, `embedding` |
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| `api/app/features/memory/curation.py` | `memory_ai` |
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| `api/app/features/memory/deps.py` | `embedding`, `memory_ai` |
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| `api/app/features/memory/embedding_scheduler.py` | `memory_ai` |
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| `api/app/features/memory/embedding_service.py` | `embedding`, `memory_ai` |
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| `api/app/features/memory/enrichment.py` | `json_llm_helpers`, `langchain`, `llm_provider`, `memory_ai` |
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| `api/app/features/memory/evidence.py` | `embedding`, `memory_ai`, `ports_ai` |
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| `api/app/features/memory/evidence_format.py` | `memory_ai` |
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| `api/app/features/memory/extractor.py` | `json_llm_helpers`, `langchain`, `llm_provider` |
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| `api/app/features/memory/llm_schemas.py` | `json_llm_helpers` |
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| `api/app/features/memory/repo.py` | `embedding`, `memory_ai`, `ports_ai` |
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| `api/app/features/memory/retriever.py` | `embedding`, `memory_ai`, `ports_ai` |
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| `api/app/features/memory/router.py` | `memory_ai` |
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| `api/app/features/memory/schemas.py` | `memory_ai` |
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| `api/app/features/memory/service.py` | `embedding`, `memory_ai`, `ports_ai` |
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| `api/app/features/memory/summarizer.py` | `json_llm_helpers`, `langchain` |
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| `api/app/features/memory/timeline.py` | `json_llm_helpers`, `langchain`, `llm_provider` |
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| `api/app/ports/embedding.py` | `embedding` |
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| `api/app/ports/llm.py` | `ports_ai` |
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| `api/app/tasks/chapter_cover_tasks.py` | `agents_layer` |
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