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unified implementation plan
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@@ -19,7 +19,7 @@ Read [architecture_v2.md](architecture_v2.md) first for technical overview and s
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## Technical Stack
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* **Application Web Framework:** FastAPI + NiceGUI
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* **Persistence Engine:** PostgreSQL 13+
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* **Persistence Engine:** PostgreSQL 18+
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* **Data Validation & Schemas:** Pydantic V2
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* **Concurrency & Workers:** Python `asyncio` worker pool with `asyncio.Semaphore`
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* **Vision Providers:** OpenAI (GPT-4o) and Anthropic (Claude 3.5 Sonnet) via native SDKs
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