perf: switch Qdrant to AsyncQdrantClient with explicit timeout
Every vector call ran on the sync QdrantClient inside async wrapper methods, blocking the FastAPI event loop per Qdrant round-trip. The wrapper now holds an AsyncQdrantClient (timeout via QDRANT_TIMEOUT, default 30s) and awaits all client calls; the wrapper API is unchanged. Call sites off the wrapper were fixed too: the HybridRAG document leg now uses the async search_vectors wrapper instead of the deprecated raw client.search (also fixing its call to the nonexistent ollama.embed_text which made the leg permanently report 'failed'), the health check awaits get_collections, and document_sync's raw delete/upsert calls are awaited (routed through wrappers in the next commit). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01QbFZyDvYksazX6nYQYZ67L
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@@ -198,7 +198,7 @@ class DocumentSyncService:
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# Delete existing chunks for this document
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try:
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self.qdrant.client.delete(
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await self.qdrant.client.delete(
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collection_name=collection,
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points_selector={
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"filter": {
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@@ -242,7 +242,7 @@ class DocumentSyncService:
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# Upsert to Qdrant
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if points:
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self.qdrant.client.upsert(
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await self.qdrant.client.upsert(
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collection_name=collection,
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points=points
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)
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