fix: overhaul follow-up detection for conversation memory + add diagnostic logs

feat: Add full multi-turn conversation memory and context rewriting

feat: implement ChatGPT style UI, streaming generation, math/code blocks, citations & multi-model fallback

feat: RAG pipeline complete - ResearchPilot end-to-end working