This conversational AI platform runs on the K2.5 Instant model and delivers 10 distinct capabilities in a single interface. Users get web search, document processing, slides creation, sheets functionality, and deep research tools. The system includes Kimi Code for programming assistance and Kimi Claw for additional functionality.
Agent Swarm operates in beta. This feature combines visual coding with multi-agent workflows to break down complex tasks. Instead of handling 1 request with 1 response, the system deploys multiple agents that work together on layered problems. The visual coding component lets users map out agent interactions before execution.
The mobile app extends access beyond desktop. Chat history syncs across devices, but only after login. Without authentication, conversation records don't carry over between sessions.
Document handling covers 3 formats. Docs processes text files, Slides manages presentations, and Sheets works with spreadsheet data. Deep Research digs beyond surface-level queries, though the service doesn't specify how many sources it consults or what depth threshold it reaches.
Website integration pulls live data during conversations. The system can reference current web content rather than relying solely on training data. This matters for time-sensitive queries where information changes daily or hourly.
The service targets users managing multi-step workflows. Developers writing code, researchers synthesizing information from multiple sources, and professionals juggling documents across formats fit the core audience. The Agent Swarm beta specifically addresses scenarios where 1 linear conversation can't solve the problem.
No browser extension exists yet. Team collaboration features aren't mentioned in available details. API access remains unconfirmed. The mobile app stands as the only confirmed alternative access point beyond the main website.