AI chat and class groups
Support individual sessions, group chats, class member invitations, @AI triggers, and manual AI prompts.
- Group modes: mention AI, always reply, or manual AI question.
- Teachers can invite students from their classes.
- Sessions, messages, and member changes are trackable.
Multimodal learning workflows
Students can work with text, attachments, image generation, image editing, and video generation in one environment.
- Attachments support images, PDF, DOCX, TXT, and Markdown.
- Image tasks can use reference images, ratios, resolution, and custom sizes.
- Video tasks can use reference images, aspect ratio, duration, and style.
Model and provider operations
Manage providers and models such as OpenAI, Gemini, DeepSeek, Qwen, and Doubao from one console.
- Configure chat, image, image-edit, and video model types.
- Price rules support cost estimates and billing records.
- Schools can have their own enabled model scope.
Usage, wallets, and cost visibility
AI usage should not be a black box. Track requests, tokens, images, video seconds, cost, and wallet transactions.
- Monitor success rate, errors, and unmatched cost records.
- Support school wallet recharge, consumption, refund, and adjustment logs.
- Identify low-balance schools or fast-growing cost patterns.