AI chat and class groups
Support individual sessions, group chats, class member invitations, session folders, pinned chats, reply quotes, @AI triggers, and manual AI prompts.
- Group modes: mention AI, always reply, or manual AI question.
- Teachers can invite students from their classes and review group members.
- Students can organize learning conversations with folders, pins, and reply context.
Multimodal learning workflows
Students can work with text, drag-and-drop attachments, reference images, image generation, image editing, and video generation with progress and result previews.
- Attachments support images, PDF, DOCX, TXT, and Markdown.
- Image tasks can use provider, style, reference images, ratios, resolution, and custom sizes.
- Video tasks can use reference images, aspect ratio, duration, style, and visible waiting state.
Model and provider operations
Manage providers and models such as OpenAI, Gemini, DeepSeek, Qwen, and Doubao from one console, including school-enabled and default models.
- 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 and model health visibility.
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.