WPS Office is a productivity tool developed by Kingsoft with over 300M monthly active users worldwide. The company’s artificial intelligence (AI) department built a smart writing assistant from scratch using semantic matching algorithms such as intent recognition and text clustering. The tool helps users quickly create outlines, individual paragraphs, and entire documents by simply inputting a title and selecting up to five keywords.
Kingsoft’s writing assistant uses Milvus, an open-source vector database built by Zilliz, to power its core vector processing module.
Build an intelligent writing assistant capable of generating outlines, paragraphs, and full documents.
"We conducted extensive market research, and Milvus stood out as a powerful and user-friendly vector similarity search engine. The platform’s flexibility makes it easy to optimize machine learning projects to better fit different scenarios."