Data Secrets Bot for the ML Community

You follow a channel about machine learning and want to sign in to the community website without inventing another password. Or you want to work with a model in a project format. Data Secrets Bot handles both: it is the main bot of the Data Secrets ML community 🤖

To begin, just press Start. The interface is in Russian.

A bot that signs you in

One job of the bot is to help you authorize on the community website and get a two-factor code. The /2fa command delivers it right in the chat.

Two-factor protection is good because a password alone is not enough: without a one-time code an outsider cannot get into the account. The code lives briefly, so use it at once 🔐

Projects and chats

The command list shows that the bot works around projects. Inside a project you hold a chat, and later you can start a new one without losing the project itself.

• /new: a new chat, the project is kept.
• /reset: reset the project and chat completely.
• /project: switch to another project.
• /stop: stop a project.

This helps keep topics apart: for example, one project for study and another for work tasks.

Model choice, balance and limits

The /model command lets you change the model you talk to. Models differ in speed, answer quality and cost of use, so simple questions do not always need the most powerful one 🧠

The /balance command shows your balance and limits. Look there before a big task so you do not run dry in the middle of work. The exact figures are shown by the bot itself.

Settings and help

• /settings: how the bot works for you.
• /help: a guide to all commands.
• /support: message support if something goes wrong.

For other questions, the community takes requests at the contact listed in the profile of the bot.

Why ML communities help

Machine learning changes fast, and following the news alone is hard. Communities gather paper breakdowns, model news and practical tips in one place 📚

If you are just entering the field, start with the basics: Python, working with data, simple algorithms. Then move to projects where theory meets practice.

Security

A one-time code is for you alone. Do not forward it to anyone, even if they ask on behalf of support. Honest support never asks for codes 🛡

Do not upload passwords, access keys or confidential company data into a chat with a model.