"build a chatbot capable of extracting any kind of information from a set of documents ... your own Document Assistant from scratch, using GPT-3 and Langchain"Good explainer of using embeddings to get around token limits "using LangChain, which is an open-source library designed to simplify the utilization of LLMs with Chain of Thou…

This piece captures and then explores exactly what I've always thought about the future direction of myhub.ai: imagine what would happen if you had your own personal AI assistant operating across your content - your public posts, private library (including content shared from friends, stuff in your reading queue, etc.) and the wider web, emph…

"Ipop gloop glog bluba droma floom gloope splog slopa" - This sentence means "The happy slime sees the earth under the sky while eating the slime's food" in Glorp. Here's the breakdown of the sentence:ChatGPT and I invent a fictional language spoken by slime-people... It understands subordinate clauses ... so understa…

Is ChatGPT creator OpenAI "a potential Google slayer. Why look up something on a search engine when ChatGPT can write a whole paragraph explaining the answer?" It's very capable, but "struggles to distinguish between truth and falsehood... often a persuasive liar... a bit like autocomplete on your phone... trained on pretty muc…

"WordPress developer Johnathon Williams ... demonstrated that, with a little bit of expert guidance, ChatGPT can drastically reduce the amount of time it takes to extend WordPress... the plugin [written by GPT] ... worked on the first try... the best results from asking ChatGPI to generate entire functions versus specific filters or actions..…

Another piece pointing out that ChatGPT, while "easily the most impressive text-generating demo to date... trained through a mix of crunching billions of text documents and human coaching", should not be trusted."a generative AI is what it eats", and ChatGPT ate countless biases in the content it processed. "No one should …

The claims re: ChatGPT by "fascinated evangelists... [that they] contain “humanity’s scientific knowledge,” are approaching artificial general intelligence ... even consciousness", are simply "a distraction from the actual harm perpetuated by these systems. People get hurt from the very practical ways such models fall short in deplo…

"ChatGPT is not overly reliable... surprising how often ... right, but they can also be plausible and wrong a lot of the time, and downright obviously wrong some of the time... responding with errors of fact, ... responses that may only be true for certain (biased) contexts... wary of providing evidence or citations ... [but] happy to make up…

ChatGPT... is going to change our world much sooner than we expect, and much more drastically