Andrew Ng’s agentic approach

There are a wealth of videos and tutorials out there. Andrew NGs are recommended because of his long history in the space and the trust he has garnered. You may already know Andrew NG or follow his AI discussions. In the following video, he discusses a few critical design patterns.

Video: Andrew NG Agentic Presentation (https://www.youtube.com/watch?v=sal78ACtGTc)

I delayed discussing these in the previous section to include them here. This will reinforce the concept that there are many approaches to solving problems and that no single approach will work for all solutions:

• Reflection
• Tool use
• Planning
• Multi-agent collaboration

Many of these are essential to our prompt engineering and nuanced tuning discussion. Let’s explore each of these approaches.

Reflection

This is a great approach. Take the output from the LLM and ask it to think more deeply about refining it. If it is sent back to the same LLM, this...