Autogen Multi-Agent Ecosystem: Profile Analysis with Free LLMs
This article focuses on a practical and explanatory exercise on how to use Autogen for your projects by applying free LLMs. We will cover a simple overview of what agents and multi-agent ecosystems are, and then move to the practical use case prepared to utilize Autogen agents, tools, and other functionalities alongside Groq. This approach will allow you to use LLMs freely without the need to download them locally to your computer.
For all the content and a complete tutorial notebook, check out the project on GitHub →
GitHub repository
In the practical example, we will explore how to create a group of agents specialized in specific tasks, with the capability to use tools and be managed by an agent manager. We will also dive into how to partially control which agent is called at each step using a hybrid approach, allowing you to maintain a degree of control rather than letting the agent manager make all the decisions.
Finally, we will see how to use Groq to speed up the response time of the agents, making the experience much more fluid and enjoyable. This is particularly important when working with free LLMs, as they can be slower than paid alternatives.
You can take a look at the article I published in Medium, where everything necessary for the implementation is written step by step.
Medium article
Front page
