Agent Manager

The Agent Manager is the Cat's component that manages the execution of language models chains. A language model chain is a pipeline that takes one or more input variables, it formats them in a prompt, submits the prompt to a language model and, optionally, parses the output.

The Cat's Agent Manager orchestrates two chains:

1. the procedures chain, which, in turn, is a component of the Procedures Agent;
2. the memory chain

When suitable tools for the task at hand are retrieved from the procedural memory, the Agent Manager calls the Procedures Agent to execute the procedures chain; otherwise the memory chain is executed to answer the user's question with the context retrieved from the episodic and declarative memories.

Specifically, the default execution pipeline is the following:

1. the Cat receives the user's message;
2. the Cat looks for relevant context in each memory collection (i.e. procedural, declarative and episodic) using the user's message as a query;
3. if meaningful context is retrieved from the procedural memory, the Procedures Agent starts, otherwise the memory chain starts;
4. if executed, the Procedures Agent provides an output. If the output answer the user's input, such output is returned to the user, otherwise the memory chain starts;
5. if executed, the memory chain provides the output using the context retrieved from the declarative and episodic memories.