Within this article, I share some of the basics to create a LLM-driven web-application, using various technologies, such as: Python, FastAPI, Pydantic, VertexAI and more. Disclaimer: I am using data…
Running large language models (LLMs) on consumer hardware can be challenging. If the LLM doesn’t fit on the GPU memory, quantization is usually applied to reduce its size. However, even after…
Choosing the font when we are working on a digital document is trivial. We can always choose the preferred font in the drop-down font list in the editor. How about changing the font of the text in an…
Deep learning and machine learning, what is the difference you may ask? they sound the same for you as a GIS developer. These two terms are being thrown around by data scientists which can be very…
Good morning, AI enthusiasts! This week, we dive into infinity and beyond; with Google’s most recent paper, Infini-attention, context windows are no longer a problem. And, of course, we also have…
When I look at my Twitter timeline these past few days, I see quite a few tweets about “ Command R+”, it’s a Large language model that supports 10 languages so you can use Command R+ in your global…
Python comprehensions — including list, dictionary and set comprehensions as well as generator expressions — constitute a powerful Python syntactic sugar. You can read about them in the following…
Learn how to build an AI app with Langchain for analyzing BigQuery data, enhancing data-driven decisions, and streamlining data insights.
I hope you have already gone through the previous Data Analysis Project articles that I shared. If not, kindly visit the links below to catch up on the flow of data analysis. Generally in any…
Context window. These two words might have been the most sought-after and anticipated in large language model research papers and announcements by OpenAI, Anthropic, or Google. Well, thanks to…
