In this primer, we will provide an overview of the Ollama platform as well as get our hands dirty using the command-line as well as the Open WebUI.
Here is the link to the article on Ollama:
Enjoy 🙂 !!!
Dynamic Code Generation using Java Compiler API
In this article, we will demonstrate how one can extend the business logic of a Java application, at runtime, by dynamically compiling and loading the class bytecode using the Java Compiler API.
Here is the link to the article on how one can use the Java Compiler API for dynamic code generation:
Dynamic Code Generation using Java Compiler API
Enjoy 🙂 !!!
Introduction to Scripting In Java
This article demonstrates how one can externalize business logic in JavaScript and use the Nashorn engine to execute that business logic at runtime.
Here is the link to the article introducing Scripting in Java:
Introduction to Scripting In Java
Enjoy 🙂 !!!
Quick Primer on Running GGUF models on Ollama
In this primer, we will demonstrate how one can download, deploy, and use LLM models in the GGUF format on the Ollama platform.
Here is the link to the article on running GGUF models on Ollama:
Quick Primer on Running GGUF models on Ollama
Enjoy 🙂 !!!
Quick Tip :: Running Text-to-Image Diffusion Model on a Local Machine
In this short quick tip article, we will demonstrate how one can run the ‘Flux.1-Schnell‘ text-to-image Diffusion model on a local machine (either a desktop with 16gb NVidia GPU or an Apple Silicon Mac) to generate an image given an input prompt.
Here is the link to the short quick tip article:
Quick Tip :: Running Text-to-Image Diffusion Model on a Local Machine
P.S: This is the 400th article post on PolarSPARC !!!
Happy New Year – Enjoy 🙂 !!!
Cautionary Reminder on Major Updates to Prod !!!
Posted my next article on LinkedIn and here is the link:
Cautionary Reminder on Major Updates to Prod !!!
Hope is useful for others !!!
Happy Holidays !!!
Univariate Gaussian Distribution Derivation
In this article, we will derive the Gaussian (aka Normal) probability distribution that appears quite often in AI/ML tasks, such as, data preparation and model training.
Here is the link to the article:
Univariate Gaussian Distribution Derivation
Enjoy 🙂 !!!
Hands-on Primer on Rasa – Part 3
In Part-3 of this primer series, we will enhance the custom Rasa helper chatbot such that, it is configured, trained, and deployed once, to leverage data from an external source for future knowledge expansion.
Here is the link to the article on enhanced Rasa custom helper chatbot:
Hands-on Primer on Rasa – Part 3
Enjoy 🙂 !!!
Hands-on Primer on Rasa – Part 2
In Part-2 of this primer series, we will configure, train, and deploy a custom Rasa commands’ helper chatbot, which will help the users’ of the chatbot on what Linux command to use for a given situation.
Here is the link to the article on Rasa custom helper chatbot:
Hands-on Primer on Rasa – Part 2
Enjoy 🙂 !!!