The guide further explains various concepts related to ZenModel, such as 'Link', 'Neuron', 'Brainprint', 'Brain', 'Memory', and 'BrainRuntime'. It also provides examples of how to use ZenModel to build a 'Brain' with parallel and waiting neurons, use CastGroup to build a branch, use a 'Brain' as a 'Neuron' within another 'Brain', and reuse other processors within a processor. The document concludes with a list of agent examples and an introduction to the zenmodel-contrib repository, a community-driven collection of 'Brain' and 'Processor' contributions.
Key takeaways:
- ZenModel is a workflow programming framework designed for constructing agentic applications with LLMs. It allows developers to build a 'Brain' with any process flow, including sequential, parallel, branch, looping, with-end, and open-ended.
- The framework provides a Brainprint feature that defines the graph topology structure of the Brain, as well as all Neurons and Links, in addition to the Brain's operational parameters. A runnable Brain can be built from the Brainprint.
- ZenModel allows for complex operations such as branching, nesting, and reusing other Processors within a Processor. It also supports multi-agent systems, where multiple decision-making agents interact in a shared environment to achieve common or conflicting goals.
- The zenmodel-contrib repository is a community-driven collection of Brain and Processor contributions. It allows developers to share and discover creative ideas, expanding the boundaries of their thoughts.