
For chatting directly
Run the task in the web chat before deciding whether to connect it to your own program. Among the templates, the hotspot brief searches and pulls out key points, interaction design generates an operable page, and the product assistant shapes a plan. For the model lines, writing and everyday chat use the general line, math and code use the reasoning line, and images or audio-video use the multimodal line. The docs say the API matches two common chat protocols and can stream or return structured results. Creating a token requires registration and an Alipay link, and charges are deducted there. The open API's default rate is low; higher concurrency and monthly plans go through the enterprise platform. It fits teams that want to try a conversation first and then connect the model to office or development work.
Ling is the open language-model family from Ant Group. Ling Studio on the web is for chatting directly. The docs split the models into general, reasoning, and multimodal lines: the general line is for chat and writing, the reasoning line is for math, code, and harder inference, and the multimodal line handles text, images, audio, and video. The demo offers templates for hotspot briefs, operable web pages, and product plans. Developers can call an API compatible with two common chat protocols, including streaming, structured results, images, and speech. The API is billed by usage. A token requires registration and an Alipay link. The docs also describe a daily free allowance that expires if it is not used that day.
Difficulty: Intermediate
Three model lines
The general line handles chat and writing, the reasoning line handles math, code, and harder inference, and the multimodal line handles images, text, audio, and video.
Web task templates
The demo offers templates for hotspot briefs, operable web pages, and product plans, and a question is filled in after one is chosen.
Calls on common protocols
The API matches two common chat protocols and supports streaming, structured results, images, and speech.
Tokens and usage billing
Creating a token requires an Alipay link. Charges follow actual usage, and there is a daily free allowance that expires if unused.
Brief a hotspot from a template
An editor picks the hotspot template, lets the chat search and extract key points, then decides whether to put them in a draft.
Generate an operable page
A product person describes a page with the interaction-design template and gets an operable page for discussion.
Connect chat to your own program
After linking Alipay and creating a token, a developer connects the general or reasoning line to an existing tool through a compatible protocol.
The docs say to link Alipay first, open the API console, and create a token. Charges follow actual usage and are deducted through Alipay. If the service says it is not activated, turn on the relevant line in the console and check that the mini-program cloud debit agreement is signed and the account is not overdue.
The FAQ describes a daily free allowance. What is unused does not carry to the next day, and charges before the allowance arrives come from the balance. The open API's default rate is low. Higher concurrency, enterprise invoices, or a monthly plan are directed to the enterprise platform, not to more tries in the web chat.
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