AI Academic Paper Summarizer

Critical for academic use: handles LaTeX formulas and table structures better than generic parsers; outputs LLM-ready markdown preserving document hierarchy

Routes long papers to Claude 3.5 Sonnet (200k context), uses GPT-4o-mini for simple abstracts, with automatic failover and cost tracking per paper

Drag-and-drop pipeline: watches email folder → triggers MinerU → calls LiteLLM → stores in Chroma → notifies Slack; includes human-in-the-loop approval for low-confidence summaries

Stores paper embeddings with metadata (authors, year, journal) enabling 'find similar papers' and cross-paper synthesis queries