DeepSeek News Agent uses NewsAPI to fetch the latest articles matching user-specified keywords or topics and then processes them with OpenAI GPT models. It generates concise summaries, extracts sentiment scores, highlights trending themes, and clusters related stories. Users interact via a chat interface or command line to ask follow-up questions, request deeper analysis, or adjust filters. The agent maintains conversational context, allowing multi-turn queries for more refined insights, and can be extended or embedded into custom applications.

Scholarcy Browser Extension is designed for researchers, students, and academics who need a quick way to summarize lengthy research articles. By simply installing the extension, users can easily extract key points, create interactive flashcards, and link to open-access versions of citations, streamlining their research process without leaving the webpage they are on.