As part of the AWS Build Accelerator, I encountered this free and nice tool from HubSpot to organize my thoughts about a customer persona for a business. I thought of combining it with ChatGPT (GPT-4) to reach a more detailed first version of the customer persona. A customer persona, also…

Semantic search and retrieval-augmented generation (RAG) applications require systems to be able to save lots of embedding vectors (n-dimensional vectors, representing pieces of data) and also be able to retrieve the most relevant vectors with low latency. This requirement has resulted in emergence of many new vector databases. Choosing and…

I was working on API calls for the Kiorios app (iOS app), a parenting app focused on empowering parents and making their lives easier. The response times were getting worse due to the many questions available. Luckily, the fix was easy. …

Developing cross-platform is a way to save time and money in creating new mobile apps. Traditional cross-platform development uses React-Native, Xamarin, or Flutter tools. However, the given convenience has a trade-off, which usually appears down the line. …

You can follow these steps to make a Linux system ready for AI from scratch. You need CUDA to use NVIDIA GPUs for general purpose processing. As NVIDIA puts it: “CUDA is a parallel computing platform and programming model that makes using a GPU for general purpose computing simple and…

UPDATE: Recently Google Colab comes preinstalled with PyTorch, which removes the need to install it manually, unless a specific version is required. However, it is still useful to know how to install PyTorch in Google Colab environment. For example, PyTorch Hub functionality failed in the version installed…

If you would like to have the freedom of working remotely, this article is for you. You can easily go through the following instructions to set up a remote connection to your server and run your machine learning experiments in a Jupyter notebook or even JupyterLab. UPDATE (Nov. 30, 2020)…