updated

Update the Readme

Remove extra markdown docs before HF upload

Codexx polish constellation interactions

Prepare Scholar Lens for release

Fix Modal inference startup for Scholar Lens

Fix Modal vLLM CUDA startup

Add 3D paper constellation and AI paper comparison

Remove Python cache files

Merge Hugging Face Space baseline

Add Hugging Face Space attributes

feat: add local inference and submission notes

docs: map app to Backyard rubric

feat: align app with small-model strategy

Add paper results context and AI paper chat

Finish professional review improvements

Improve search reliability and medium-priority UX

Add input limits and complete clear reset

Secure Modal inference endpoints

Use Mistral Small 3.1 for judge demo inference

Wire search result row selection

feat: add grounded Q&A and faster multi-source search

Fix inference startup and deduplication with Codex-assisted cleanup

[codex] Session 2: Improve paper selection and AI summarization flow

[codex] Added Modal AI summarization integration

[codex] Session 1: Core Gradio app with search across Semantic Scholar, arXiv, and PubMed

Initial commit

initial commit