So, what is a system?
A system is a structured approach to solving problems or accomplishing tasks. It's a set of organized principles, methods, or procedures that guide how we think about and tackle challenges. In the context of AI and RAG applications, my system includes:
* A framework for evaluating different technologies and tools
* A decision-making process for prioritizing development efforts
* A methodology for diagnosing and improving application performance
* A set of standardized metrics and benchmarks for measuring success
The beauty of a system is that it provides consistency and repeatability. Instead of reinventing the wheel each time you face a similar problem, you have a trusted process to fall back on. This is especially valuable in the fast-paced, often uncertain world of AI development.
A good system doesn't constrain creativity or flexibility. Rather, it provides a foundation that allows you to be more efficient with routine tasks, freeing up mental energy for innovation and tackling unique challenges.
A system is a structured approach to solving problems or accomplishing tasks. It's a set of organized principles, methods, or procedures that guide how we think about and tackle challenges. In the context of AI and RAG applications, my system includes:
* A framework for evaluating different technologies and tools
* A decision-making process for prioritizing development efforts
* A methodology for diagnosing and improving application performance
* A set of standardized metrics and benchmarks for measuring success
The beauty of a system is that it provides consistency and repeatability. Instead of reinventing the wheel each time you face a similar problem, you have a trusted process to fall back on. This is especially valuable in the fast-paced, often uncertain world of AI development.
A good system doesn't constrain creativity or flexibility. Rather, it provides a foundation that allows you to be more efficient with routine tasks, freeing up mental energy for innovation and tackling unique challenges.
This is what I plan on teaching you in our course
Rather than implementing whatever is the hot blog post of the day, I'm going to share what i've learned from building search systems at large companies like Meta and Stitchfix.
Share anecdotes from my consulting and draw parallels to classic search problems.maven.com/applied-llms/r…
Rather than implementing whatever is the hot blog post of the day, I'm going to share what i've learned from building search systems at large companies like Meta and Stitchfix.
Share anecdotes from my consulting and draw parallels to classic search problems.maven.com/applied-llms/r…
The benefit of having a system is that the system itself can be productized. We can examine it over time and make improvements. By making the steps explicit, we can allocate the right amount of time and people to each step. We can decide to focus on specific steps and make targeted improvements to the application and the process we implement to improve the application. This can determine how we plan our roadmap, pitch a client, or even run standups and product reviews.
A system also helps people stay on the same page, standardize communications, and spend more time doing what must be done.
If you think your team should benefit from a system to improve your ai applications, apply now!
We already have participants from Microsoft, Anthropic, Accenture, PwC, Adobe, Amazon, and more!
maven.com/applied-llms/r…
We already have participants from Microsoft, Anthropic, Accenture, PwC, Adobe, Amazon, and more!
maven.com/applied-llms/r…
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