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JSON
Make AI Toolkit

Connect JSON and Make AI Toolkit

Explore ready-made JSON and Make AI Toolkit templates and start automating in minutes.

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Create a custom workflow

Integrate JSON with Make AI Toolkit and automate the work that moves between them — no code required.

Triggers and actions

Explore what you can automate between JSON and Make AI Toolkit.

Analyze sentiment
Evaluates the tone of a text and determines if it’s `positive`, `neutral`, or `negative`. This is known as the sentiment.
Action
Categorize text
Analyzes text and assigns it to categories from a list you define.
Action
Chunk text
Splits text into smaller, more manageable pieces. These are known as chunks.
Action
Extract information from text
Retrieves information that you specify from a text.
Action
Identify language
Detects the language that text is written in.
Action
Simple Text Prompt
Sends a request for AI to answer. The response will always be in the text format.
Action
Standardize text
Adjusts the style and format of text to ensure it’s consistent.
Action
Summarize text
Condenses longer text into a shorter summary.
Action
Translate text
Translates text from one language into another.
Action

Popular JSON and Make AI Toolkit workflows

Connect JSON and Make AI Toolkit with Make. Automate manual tasks, sync real-time data, and build more efficient workflows.

AI

BrowserAct YouTube Thumbnail Fetcher

This template allows you to request YouTube thumbnails directly from Telegram. When a user sends a keyword to your bot, the workflow uses AI to refine the query and BrowserAct to run a YouTube search. The resulting data is parsed, and each video item is processed individually. The template then cleans the thumbnail URL to remove tracking parameters and prepares a pure image link. Finally, the bot sends the thumbnail back to the user along with the video title and a direct link. This template is ideal for bots that need to preview video content quickly, content creators selecting thumbnails, research assistants, or automated media workflows. It requires a Telegram bot, a BrowserAct connection, and Make’s AI Toolkit. All modules are preconfigured, and each step includes clear mapping and help text so you can easily adjust the logic to your needs. To use the template, simply connect your Telegram bot and BrowserAct account, then run the scenario and send a message to your bot.

BrowserAct YouTube Thumbnail Fetcher
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FAQs

Everything you need to know about Make. Can't find the answer you're looking for? Please chat to our team.

Start by registering for Make. As a new Make user, you’ll automatically be assigned a free account. Once your account is set up, you can start creating your first scenarios. We recommend starting with our step-by-step video tutorial.

A scenario represents a workflow or a project of your own creation, and it is made up of a series of modules that automate apps and services. Creating a scenario allows you to transfer and transform data between apps and services via these modules to automate anything and improve the way you work.

Modules are the main building blocks of automation in Make. Modules represent actions that Make performs with an app, like creating, updating, or deleting data.

Mapping links the modules in your scenario. When you map an item, you connect the data retrieved by one module to another module to perform the desired action. For example, you can map email addresses and subject lines to create a spreadsheet using this data.