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Articles tagged with #machine-learning
This will be more of an FAQ-style article, which is divergent from my regular content, but I wanted to write a guide for non-technical people or people unfamiliar with AI. You hear all these buzzwords
Recently, I did a walk-through on how you can use SIP and voice AI to answer the phone with Python (read more here). This got me experimenting a bit more. I have a 6-year-old, and as you can imagine, kids at that age love amusing, funny voices. What ...
Python is a powerful language that can do many things. Most people use it for machine learning or web development, but did you know that it can also interact with hardware and other services like SIP? 馃挕 Check out my newest article on how to build a...
As someone who works 90% of the time on web-related projects; data science, and machine learning were not my core competencies or areas of interest for most of my career. In the past 2 years, machine learning has become a vital component of my toolbo...
In a recent article, I wrote about using Langchain and FAISS to build a RAG system. FAISS, however, is in memory and not scalable when you want to update the training data constantly in real-time. Qdrant is a great alternative to FAISS. In this artic...
Langchain is one of my favorite tools at the moment because of how it simplifies complex machine-learning tasks. In some cases you may need more than just a well-written prompt, you may want to trigger different data sources or actions based on what ...
