AI & machine learning
Applying Python to model training and inference. It is the bridge between the Python entry here and the libraries and runtimes under Artificial Intelligence.
I have used Python for complex AI and machine-learning tasks, where its mature ecosystem made experimentation and integration practical.
- Articles written
- 22
Experience highlights
- Use the language for data-oriented and model-assisted workflows.
- Pair Python services and scripts with locally hosted AI tools when appropriate.
From the blog
Related writing
Articles from JWS News and DEV that relate to AI & machine learning.
How to build a social media bot that can describe an image for you
Previously, we have looked at how to use Llama 3.2 Vision and Postman to describe an image and how to use Llama 3.2 Vision and Node to describe an image. In today’s post, I want to build a social media bot as a front-end for the same Llama 3.2 Vision model. In August, we looked…
How can you use Llama 3.2 Vision and Node to describe an image?
In today’s article, we look at how to use Node.js, Ollama, and Llama 3.2 Vision to describe an image. Using this, AI can generate alt-text for you.
How can you use Llama 3.2 Vision and Postman to describe an image?
I spent much of 2024 discussing how to use local artificial intelligence with your projects. My overarching goal is to show that you don’t need ChatGPT or Copilot to use AI with your projects. Mr. Scoops got the best response, but my favorite example was using LLaVA to describe…
Retrieval-Augmented Generation Questions
Back in July, we examined how to use Culver’s custard API to train llama3:8b on the flavor of the day at Milwaukee-area Culver’s locations. Earlier this week, we discussed enabling the public to query the model through a social media account. Before we move on to the next topic,…
Lets play with even more Milwaukee custard data
Last month, we looked at how to get the custard “flavor of the day” data for Culver’s and Kopp’s. We focused on those two shops because there were APIs available for them. Most custard shops won’t have that. A lot of the smaller shops barely even have a website. Back…
Lets play more with Milwaukee custard data
Earlier this week, we used two non-public APIs to pull in the flavor of the day data for Culver’s and Kopp’s. Back in May, we looked at How to get AI to tell you the flavor of the day at Kopp’s and I figured that the next natural step would be to do the same…
Finding related thoughts…