node-ollama-telegram-agent-swarm

# 🐝 node-ollama-telegram-agent-swarm

> Multi-user Agent Swarm for Ollama

![schema](./schema.png)

## Where the Market is Heading

Long ago, the graphical user interface replaced command-line input. It might seem that a pseudo-graphical interface could solve the interaction problem for unprepared users, but there's a factor that not everyone notices.

### Pseudo-graphical Interface

![capture1](./assets/capture1.png)

**Important!** Developing a graphical user interface is cheaper than a pseudo-graphical one. Historically, right after the Next CUBE release, ObjC was introduced with a graphical form editor where pages could be arranged with a mouse. In the modern world, Frontend provides graphical form debugging through Dev Tools, which is essentially the same thing: nominal code without technical details, and when problems arise, there's a GUI that makes bug finding cheaper.

### Graphical Interface

![capture2](./assets/capture2.png)

But it's even cheaper not to make a user interface at all. You don't need a static IP, PCI DSS, a domain promoted in Yandex and Google, or highload if you decide not to reinvent the wheel and create yet another web product that will cost three times more to attract visitors than to develop.

### Voice Interface

![capture3](./assets/capture3.png)

Telephone comes from the word "phone," phonetics - sound. Instead of learning a huge number of button combinations for Figma, Blender, Photoshop, Unreal Engine, it's simpler to just voice the command. How do you rotate a drawing in ArchiCAD?

### LLM as a New Type of User Interface

Agent Swarm is like fragments in Android or a router in React: they allow you to specify the scope of tasks (buttons on screen) based on previous user input. For example, when a call comes in on a SIP phone, you first need to understand if the person wants to buy or return an item in principle, and then offer them a list of available products.

## Technical Requirements

The tax office will always ask for debit