or
or
or
&
Dear IT Departments, Please Stop Trying To Build Your Own RAG
pub.towardsai.net

A convincing argument from paragraph one: "You would never ever in a million years build your own CRM system or custom CMS — or in most cases, your own LLM. ... yet, everywhere I look, I see IT departments convincing themselves that building their own RAG-based chat is somehow different. It’s not. It’s actually worse."The author then enu…

22/11/2024
Using Brave Search for higher quality training data and better AI | Brave
brave.com

The Brave browser project shows that it was ahead of the curve back in late 2023, pointing out:to train an LLM you need training data which is "diverse... span[ning] a wide variety of genres, topics, viewpoints, languages, and more... [to] reduce the errors, biases, and misrepresentations that might be more pronounced in smaller data sets... …

22/09/2024
What Nobody Tells You About RAGs
towardsdatascience.com

"A deep dive into why RAG doesn’t always work".It should be easy: "install a popular LLM orchestrator like LangChain or LlamaIndex, turn your data into vectors, index those in a vector database, and quickly set up a pipeline with a default prompt."However, while "quick-and-dirty demos are great for understanding the basics…

03/09/2024
I Will Fucking Piledrive You If You Mention AI Again
ludic.mataroa.blog
Card image

Ludicity (aka Nikhil Suresh), a developer with real AI chops ("formal training as a data scientist, going so far as to dominate a competitive machine learning event at one of Australia's top universities and writing a Master's thesis where I wrote all my own libraries from scratch in MATLAB") has had enough: "it is with gr…

11/08/2024
Building An OpenAI GPT with Your API: A Step-by-Step Guide
alexsniffin.medium.com
Card image

Good introduction to GPTs in general and a useful guide to getting a GPT to talk to your own knowledgebase via its API.Presents GPTs as a "very similar concept to ... open-source projects like Agents which LangChain, a popular framework for building LLM applications describes as ... to use a language model to choose a sequence of actions to t…

15/11/2023
Cookies disclaimer

MyHub.ai saves very few cookies onto your device: we need some to monitor site traffic using Google Analytics, while another protects you from a cross-site request forgeries. Nevertheless, you can disable the usage of cookies by changing the settings of your browser. By browsing our website without changing the browser settings, you grant us permission to store that information on your device. More details in our Privacy Policy.