PHP and LLMs Book

🚀 I am writing a book!

I am starting to release chapters of a book to help developers get started integrating LLM solutions into their day to day code. You can learn more about it at https://bit.ly/php_llms the free sample is at https://bit.ly/php_llms_sample

Upcoming Videos

Creating Events from a WebScrape and Prompt

You will start to learn how to chain tools in your prompts so you can do one or more tasks at a time

Turning Emails into your Own Private News/Recipe Feed

This will show how you can quickly create an email box to send links to and it will get the content from that site and turn that into an article or recipe. Then with a few clicks have it email your weekly with an update of what is new or even recipes ideas for the week.

In the News

Claude Released Prompt Caching which can help consumers save money

https://www.anthropic.com/news/prompt-caching

Prompt caching helps optimize the performance and efficiency of Claude by avoiding redundant computations. When a user provides an input that is similar to a previous one, Claude can quickly retrieve and reuse the previous response, rather than having to generate a new one from scratch. This can lead to significant time and cost savings, especially for users who tend to ask similar questions or make similar requests. Prompt caching is an important advancement in making large language models like Claude more practical and cost-effective for real-world applications.

Great Course Improving Accuracy of LLM Applications

https://www.deeplearning.ai/short-courses/improving-accuracy-of-llm-applications/ has released yet another great course. These are practical guidelines for you to test the accuracy of of LLM responses.

Long Context RAG Performance of LLMs

https://www.databricks.com/blog/long-context-rag-performance-llms

The Databricks blog discusses the performance of large language models (LLMs) in Retrieval Augmented Generation (RAG) systems, which combine language models with information retrieval to improve the quality of generated text

Summary of Changes in DailyAi.Studio This Week

This week was a lot of work on agnostic tooling. This is driving forward a lot of changes so it will be a slow process. The newest tool is “Create Events” this allows the system to, for example, take a number of events from say a web page and turn that into a Calendar of events.

This will make it possible to use prompts like “Make me a plan for marketing my new book. Make events for me to follow up on and then remind me daily what I need to do. Also assign events to you that will be tool driven.”

That is the biggest goal to really empower you the user with Prompting ability.