Qdrant adapter: full Milvus parity + standalone re-embed sweep#1

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feature/qdrant-adapter

Commits on May 13, 2026

feat: setup Qdrant adapter skeleton for vector-store migration
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feat(qdrant): add QdrantLifespanProvider gated by VECTOR_STORE_BACKEND env
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feat(qdrant): add BaseQdrantConverter (analogous to BaseMilvusConverter)
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feat(qdrant): full QdrantCollectionBase impl + replace search() with query_points()
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feat(qdrant): tenant-aware collection layer with collection-per-tenant naming
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feat(qdrant): add BaseQdrantRepository — async CRUD on top of QdrantCollectionBase
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feat(qdrant): Phase 2 batch 1 — EpisodicMemory + AgentCase collection+converter
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feat(qdrant): Phase 2 batch 2 — AgentSkill + Foresight collection+converter
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feat(qdrant): Phase 2 batch 3 — AtomicFact + UserProfile collection+converter (Phase 2 complete)
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feat(qdrant): Phase 2.5 batch 1 — AgentSkill + EpisodicMemory repositories
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fix(qdrant): address all 30 CodeRabbit review findings
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feat(qdrant): Phase 2.5 batch 2 — AgentCase + AtomicFact repositories
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feat(qdrant): Phase 2.5 batch 3 — Foresight + UserProfile repositories (Phase 2.5 complete)
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fix(qdrant): address CodeRabbit pass-2 findings (1 major + 6 minor)
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feat(qdrant): Phase 3 — standalone re-embed CLI (Mongo → OpenRouter → Qdrant)
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fix(qdrant): map Mongo ObjectId -> uuid5 for Qdrant point ids
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fix(qdrant): re-embed script sys.path injection for standalone CLI
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fix(qdrant): map Mongo ids via uuid5 in all 5 production converters
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feat(qdrant): sweep wrapper for batch re-embed across tenants
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fix(qdrant): address all 17 CodeRabbit PR-1 findings
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