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…deployment, and async fixes
## Summary This PR adds TTS on-demand generation with UI credential inputs and improves the UI layout for a chat-first experience. ### TTS On-Demand Feature - **Hybrid Modal Setup**: Tries pre-deployed function → falls back to inline creation - **Runtime Credential Override**: Accept Modal keys from UI (session-based) or .env - **On-Demand Generation**: Button-based instead of automatic (user control + cost savings) ### UI Layout Enhancements - **Chat Description**: Simplified from 17 lines to 3 lines (chat-first design) - **About Section**: Moved to collapsible accordion (collapsed by default) - **TTS Section**: Nested collapsible accordions for credentials and settings - **Result**: Clean, progressive disclosure UI - users get to chat immediately ### Bug Fixes - AudioRefiner: Added missing `_remove_references_sections()` call - AudioRefiner: Fixed regex to match plain text "References:" sections - Chat history: Handle multimodal content format (list or string) - Increased TTS timeout from 60s to 120s for cold starts ### Code Quality - Fixed mypy type annotations (NDArray types) - Applied ruff formatting - All CI/CD checks passing
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