feat(backend): integrate Redis workers, persistent model caching, Cohere V2 fallback, and 5x TTFT fast-path RAG

feat(deploy): release Support Docs Copilot for Hugging Face Spaces

feat: add multi-turn conversation memory

feat: add cited answers and configurable retrieval

feat: implement hybrid document ingestion with Qdrant and FastEmbed