### Cognitrix
Cognitrix is an open-source autonous AI agents orchestrator built in Python. It allows you to create and manage AI agents easily.
### Features
- **`Agent Creation and Management`:** Create, list, and load AI agents with customizable names, tasks, and configurations.
- **`LLM Integration`:** Seamlessly integrate with multiple LLM providers, including Anthropic (Claude), Cohere, Groq, Google, OpenAI, and Together.
- **`Modular Architecture`:** Easily extend the framework by adding new tools, agents, and LLM integrations.
- **`Conversational Interface`:** Interact with AI agents through a command-line interface, providing queries and receiving responses.
- **`Tool Integration`:** Agents can utilize a variety of tools, such as calculators, web searches, file system browsers, and more.
- **`Autonomous Agent Mode`:** Enable agents to operate autonomously, visually perceiving the screen, interacting with UI elements, and performing tasks.
- **`Multimodal Support`:** Agents can handle both text and image inputs/outputs, enabling multimodal interactions.
### Architecture
Cognitrix's architecture is designed to be modular and extensible, with core components including:
1. **`Agents`:** The base Agent class and specialized classes like AIAssistant for creating and managing AI agents.
2. **`LLMs`:** A collection of classes for integrating with various LLM providers, such as Cohere, OpenAI, Claude, and more.
3. **`Tools`:** A set of tools that agents can utilize, including calculators, web searches, file system browsers, and more.
4. **`Templates`:** Customizable prompt templates for guiding the behavior and output formats of LLMs.
The architecture is highly modular and extensible. New tools and capabilities can be easily added.
### Getting Started
### Installation
```bash
pip install cognitrix
```
or
```bash
pip install https://github.com/theonlyamos/cognitrix/archive/main.zip
```
### Usage
Run with default settings
```bash
cognitrix
```
List supported providers
```bash
cognitrix --providers
```
Run with specific provider
```bash
cognitrix --provider <provider_name>
```
Create a new agent
```bash
cognitrix agents --new
```
List created agents
```bash
cognitrix agents
```
Run with specific agent
```bash
cognitrix --agent <agent_name>
```
Print help message
```bash
cognitrix --help
```
### Contributing
Cognitrix is open source and contributions are welcome. See [CONTRIBUTING.md](CONTRIBUTING.md) for more details.
### License
This project is licensed under the MIT license. See [LICENSE.md](LICENSE.md) for more details.
### Acknowledgments
Cognitrix was created by [Amos Amissah](https://github.com/theonlyamos) and is heavily inspired by projects like AutoGPT and GPT Engineer. Special thanks to the open-source community for their contributions and the AI companies providing LLM APIs.
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