ZJU-REAL/Polaris

README excerpt

Autonomous, end-to-end AI research: from literature to a reviewed paper. Powered by a long-running agent core that plans, executes, and self-verifies its own work, turning every task into a resumable, auditable, human-gated run. English · 简体中文 Polaris runs the entire research lifecycle as a single web application: literature survey, idea generation, idea review, experiment building on real GPU servers, LaTeX paper writing, and paper review. It is built for a research lab, with multi-user access, RBAC, and invite-code registration, and it treats every long task as a Voyage : a persisted, resumable, human-gated agent run that can span hours or days without losing state. [!NOTE] Polaris is not a chatbot wrapper. The heavy lifting (crawling, parsing, deduplication, metric parsing, citation matching) is deterministic code. LLMs are reserved for the judgement calls: scoring, synthesis, drafting, and review. This split keeps runs cheap, reproducible, and auditable. Demo A 2-minute tour of the platform: the six-stage pipeline, the Voyage agent core, a real experiment run, and PolarisBuddy. https://github.com/user-attachments/assets/388972c1-7ffa-45f2-94c4-07f388379ba2 Try it live A guest a…

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