Articles | Notes | Tips | Tutorials
Updated: 05/31/2025
In this primer, we will provide an overview of the Open WebUI platform as well as get our hands dirty interacting with it, in combination with the Ollama platform.
Here is the link to the article on Open WebUI:
Quick Primer on Open WebUI with Ollama
Enjoy 🙂 !!!
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 🙂 !!!
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 🙂 !!!
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 🙂 !!!
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 🙂 !!!
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 🙂 !!!
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 🙂 !!!
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 😉 !!!
In this primer, we will provide an overview of the popular LLM framework LangChain AND get our hands dirty with some code samples on the various core components.
Here is the link to the article on LangChain:
Enjoy 🙂 !!!
In this article, we will provide code snippets for commonly performed tasks using the popular LLM framework LangChain.
Here is the link to the article on common LangChain recipes:
Enjoy 🙂 !!!