Updated: 05/30/2025
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 Ollama Python package.
Here is the link to the article on Ollama:
Enjoy 🙂 !!!
How-to Enable Nvidia GPU for Docker
Updated: 05/30/2025
In this article, we will show the steps to integrate the Nvidia container toolkit with the Docker environment in order to enable any docker container to have access to the underlying system GPU for AI/ML jobs.
Here is the link to the article:
How-to Enable Nvidia GPU for Docker
Enjoy 🙂 !!!
Deep Learning – Generative Adversarial Network
In this next part of the Deep Learning series, we will explain how a Generative Adversarial Network (GAN) model works and use PyTorch for a practical demonstration to generate synthetic (fake) images of digits that mimic the real images from the MNIST dataset.
Here is the link to the article on Deep Learning using GAN:
Deep Learning – Generative Adversarial Network
Enjoy 🙂 !!!
Quick Bytes – PgVector Vector Store
In this short article, we will demonstrate how one can leverage PgVector (PostgreSQL with Vector support) along with Ollama for storing and querying vector embeddings.
Here is the link to the article on PgVector:
Quick Bytes – PgVector Vector Store
Enjoy 🙂 !!!
Quick Bytes – Sqlite-Vec Vector Store
In this short article, we will demonstrate how one can leverage Sqlite-Vec along with Ollama for storing and querying vector embeddings.
Here is the link to the article on Sqlite-Vec:
Quick Bytes – Sqlite-Vec Vector Store
Enjoy 🙂 !!!
Quick Primer on PydanticAI
In this primer, we will provide an overview of the Python open-source Agentic framework called PydanticAI and get our hands dirty with some code samples.
Here is the link to the article on PydanticAI:
Enjoy 🙂 !!!
Understanding OAuth2 and OpenID Connect
Updated: 04/26/2025
OAUTH2 and OpenID Connect are popular Authorization and Authentication mechanisms and a lot of confusion around these standards.
In this article, we will unravel the OAUTH2Â and OpenID Connect standards through hands-on demonstration of the various flows using the Keycloak OAuth Server.
Here is the link to the article:
Understanding OAuth2 and OpenID Connect
Enjoy 😉 !!!
Quick Primer on Model Context Protocol (MCP)
In this primer, we will provide an overview of the the emerging standard Model Context Protocol (or MCP) specification for building Agentic LLM apps AND get our hands dirty with some code samples using Ollama and LangChain.
Here is the link to the article on MCP:
Quick Primer on Model Context Protocol (MCP)
Enjoy 🙂 !!!
Quick Primer on Starlette
In this primer, we will provide an overview of the popular Python open source asynchronous web framework called Starlette and get our hands dirty by building some simple web backends.
Here is the link to the article on Starlette:
Enjoy 🙂 !!!
Quick Primer on Gradio
In this primer, we will provide an overview of the popular Python open source framework called Gradio and get our hands dirty in building slick web application(s) with just a few lines of Python code.
Here is the link to the article on Gradio:
Enjoy 🙂 !!!