Applications that use LLMs often require using multiple models or providers to achieve the best results. The trend of using a Mixture of Agent orchestration is gaining popularity, resulting in more consistent and high-quality outputs with less issues. Prompting between models can be challenging when considering factors like cost control, model switching, and maintaining code integrity. Prompt Engine was created to simplify this process by allowing users to write a prompt tailored to their use case, and the engine takes care of the rest. By creating a Prompt Engine and running it, users can benefit from improved output quality, reduced costs, and faster response times from a variety of LLMs.
https://jigsawstack.com/blog/jigsawstack-mixture-of-agents-moa-outperform-any-single-llm-and-reduce-cost-with-prompt-engine