Articles | Notes | Tips | Tutorials
Updated: 07/19/2025
Note that as of 2023, the local Ethereum development environment Ganache (part of TruffleSuite) has been sunset.
In this updated article, we will show how to setup a local Ethereum development environment using Anvil (part of the Foundry toolchain) and Solidity for building, deploying, and testing Decentralized Application (dApps) and follow through with a simple demonstration using Python. Here is the link to the article:
Using Anvil and Solidity with Python
Enjoy 🙂 !!!
Updated: 07/04/2025
In this article, we will explore the use of Hyperledger Besu (an open source Ethereum client built for the Enterprises). We will demonstrate how to setup and test a multi-node private Blockchain network using Hyperledger Besu in Docker containers. Here is the link to the article:
Hyperledger Besu Private Network using Docker
Enjoy 🙂 !!!
In this primer, we will provide an overview of the llama.cpp inference platform and get our hands dirty in using it. We will use the Langchain OpenAI module in Python to test the platform.
Here is the link to the article on llama.cpp:
Enjoy 🙂 !!!
Updated: 06/15/2025
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 🙂 !!!
Updated: 06/15/2025
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 🙂 !!!
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 🙂 !!!
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 🙂 !!!