LLM Powered Search How does Gemini Pro compare with GPT-4 when it comes to Retrieval Augmented Generation (RAG)? What is Retrieval Augmented Generation (RAG)? The search app I have built provides a simple example if you would like to understand how RAG works. This is the context – my website contains over 100 articles on…
LLM Powered Search Vertex AI Search is very different from Vertex AI Agent Builder. You can think of Vertex AI Search as a way to provide chat functionality inside a search widget, while Vertex AI Agent Builder is a way to provide search functionality inside a chat widget. Here is another way to think about…
LLM Powered Search Just like you can use GPT to create a custom chatbot trained on your website content, you can also use Google’s Gemini to create a similar chatbot. However, it is not quite as easy for non-programmers as of this writing. Here are the basic steps to create a custom Gemini chatbot trained…
LLM Powered Search In my opinion, the easiest way to create a custom GPT chatbot trained on your website content is to use SiteGPT. There are many reasons to use SiteGPT: SiteGPT allows you to import your website content by either a) submitting the URL of your website (SiteGPT will crawl all the links) b)…
LLM Powered Search You can see even in the documentation that Vertex AI Agent Builder and Dialogflow now shares some common introductory tutorials. Will Vertex AI Agent Builder replace Dialogflow? Obviously I don’t have any special insight into this, but it does look like Google is trying to move in that direction. Will Gemini be…