Refactor document ingestion and processing; update configurations for chunking and retrieval, enhance error logging, and implement markdown-aware chunking

Refactor RAG Email Assistant for in-memory processing; update configurations, implement memory indexing and retrieval, enhance Gradio UI, and streamline document ingestion.

Implement modular RAG email assistant architecture