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 🙂 !!!
Tag: python
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 LangChain
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 🙂 !!!
Common LangChain Recipes
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 🙂 !!!
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 🙂 !!!
Deep Learning – Convolutional Neural Network
In this next part of the Deep Learning series, we will explain how a Convolutional Neural Network (CNN) model works and use PyTorch for a practical demonstration to classify images of digits using the MNIST dataset.
Here is the link to the article on Deep Learning using CNN:
Deep Learning – Convolutional Neural Network
Enjoy 🙂 !!!
Quick Primer on LangGraph
In this primer, we will provide an overview of the popular Agentic framework built on top of LangChain called the LangGraph AND get our hands dirty with some code samples on the various use-cases.
Here is the link to the article on LangGraph:
Enjoy 🙂 !!!
Quick Tip :: JetBrains DataSpell Fix – Markdown Appears Blank
For the users of JetBrains DataSpell IDE for all AI/ML notebook work, if the Markdown appears blank, try the following steps to fix:
-
- Navigate to Main Menu -> File -> Invalidate Caches…
- Check the item ‘Delete embedded browser engine cache and cookies’
- Click on ‘Invalidate and Restart’
Hope this tip helps others looking for a solution !!!
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 🙂 !!!