The Kimi browser extension is the renamed Kimi WebBridge. It can put Kimi in a browser sidebar or connect a local AI agent to your browser for page navigation, clicks, form interaction, and information extraction. Those are different setup paths,…
Your PDF uploads successfully. The API returns a file ID. You ask a question about that ID—and the answer contains nothing useful from the document. The step to check is extraction: the document text may never have reached the model.…
Kimi K2.8 Preview is the model introduced behind Kimi Code’s standard kimi-for-coding ID on September 11, 2026. The update brings up to one million tokens of context and adjustable thinking effort without requiring existing users to replace that model ID.…
Kimi Agent Swarm is Moonshot AI’s multi-agent mode for dividing a complex request among coordinated AI sub-agents. A main agent decides how to delegate the work, sub-agents tackle separate assignments, and their results feed into a combined deliverable. The distinguishing…
Last verified: August 29, 2026 Kimi Memory Space is Kimi’s cross-conversation personalization feature. It can selectively save information such as your identity, stable preferences, work habits, preferred response style, and things you want Kimi to avoid, then apply relevant memories…
Kimi Skills are reusable knowledge and workflow packages that teach Kimi Agent how to perform a recurring type of task. A Skill can contain a standard operating procedure, quality rules, output templates, reference material and optional scripts or tools. Instead…
Kimi Projects are persistent workspaces that keep project-specific instructions, reference files, and related chats together. Every new chat started inside a project receives the project instructions and can access its files without requiring you to upload the same material again.…
Last verified: August 29, 2026 Kimi Design is Kimi’s prompt-led workspace for creating and refining visual content. It combines content generation with visual layout, allowing you to start from a written idea, reference image, existing visual, or video and turn…
Kimi Sheets is Kimi’s AI spreadsheet Agent for creating, editing, analyzing, and exporting Excel workbooks. You can describe a spreadsheet in natural language or upload an existing Excel or CSV file. Kimi can generate formulas, link multiple sheets, build pivot…
Kimi Slides is Moonshot AI’s K3-powered presentation generator for turning a topic, text, document, spreadsheet, image or PowerPoint template into a structured, editable slide deck. Kimi’s marketing pages call the product Kimi Slides, while parts of its Help Center still…