optics-tracker-feishu-workflow

You can push optics research updates to Feishu by running the optics_tracker_v2.py script with the --feishu flag, which aggregates ArXiv and PubMed data, de-duplicates papers, and sends formatted card reports to your configured group.

De-duplication works by matching papers using their unique arxiv_id, ensuring that research updates aggregated from ArXiv, PubMed, and Tavily do not appear as duplicate entries in your Feishu card reports.

Yes, you can run optics_tracker_v2.py with the --test flag to push a safe test run to a designated testing group, allowing you to validate card formatting and content before sending to the main group.

Yes, MiniMax is used for unified domain classification of the aggregated optics papers, featuring a dual-source hot standby mechanism to ensure reliable categorization for your Feishu reports.

You can limit the number of papers by using the --top flag followed by a number, such as --top 3, to configure the top_n value for the deterministic push of research updates to your Feishu group.

The test mode, activated with the --test flag, restricts pushes to a testing group rather than the main group, ensuring any formatting or content validation does not disturb your primary research communication channel.