Kimi Operational

Kimi is an AI chat assistant centered on text understanding and information organization, with a focus on handling lengthy materials such as books, research reports, contracts, and papers.

Users can submit a document or webpage, then make requests in natural language to summarize, find, explain, or compare information, progressively extracting insights through conversation.

Kimi supports full-text summaries, detailed chapter extraction, and document-based Q&A for PDFs, Word files, and web content. It can also help organize viewpoints, compare information, extract structures, and generate report outlines from multiple materials.

Some experimental features support active web search and organize relevant information from multiple webpages, making them suitable for tasks that require additional research.

Researchers and students can use it to organize papers, literature, and course materials, quickly locating concepts, arguments, and chapter content. Professionals in finance, marketing, and consulting can use it to read industry reports, competitor materials, and public information.

Lawyers, project managers, operations professionals, and content creators can use it for preliminary contract review, meeting material organization, first drafts of reports, and structuring copywriting ideas.

When processing long documents, clearly specify the scope of the question and the desired output format, such as particular chapters, topics, comparison criteria, or table fields. This makes it easier to check whether the result is complete.

Information obtained through web search or document analysis still needs to be checked against the original text, sources, and context. For legal, financial, academic citation, or other important judgments, review should be performed by someone with the relevant professional expertise.