I write to learn, and publish to share.

I deploy the Pinecone AWS Reference Architecture end to end in this three part video series

I deploy the Pinecone AWS Reference Architecture end to end in this three part video series

I deploy the Pinecone AWS Reference Architecture end to end in this three part video series

I demonstrate how to destroy the Pinecone AWS Reference Architecture using Pulumi

I demonstrate how to deploy and connect through a jump host in order to interact with Postgres

Vector databases explained, featuring clowns, embeddings, neural networks, feature extraction, semantic search and Retrieval Augmented Generation (RAG).

I added speech-to-text capabilities to Panthalia, so that I can commence blog posts more quickly than ever before, from anywhere

Panthalia enables me to author rich-media blog posts on the go - assisted by StableDiffusion XL for image generation

Join Roie Schwaber-Cohen and I as we first discuss and then review the code for doing semantic search with Pinecone's vector database

In this comprehensive video, I demonstrate how simple it is to get started using Jupyter Notebooks to run arbitrary Python

Part #2 of our Twitch Livestream: walking through the Pinecone Vercel AI chatbot template commit-by-commit

Twitch Livestream: walking through the Pinecone Vercel AI chatbot template commit-by-commit

How to extend and modify Vercel's base ai-chatbot template for your own purposes

How you can shorten your iteration cycles with Jupyter notebooks when building data-rich apps

How I built an Office chatbot that can answer any question about the office

aws-vault is a powerful open source tool that allows you to define your AWS accounts as configuration, with your credentials stored safely in your operating system's secret store. It also handles multi-factor authentication (sending your TOTP token) and is a much more efficient way to access multiple AWS accounts.

check out my custom developer setup in action, complete with my favorite Gruvbox theme. I'll cover the tools I'm using and how they work together to form an IDE-like experience in the terminal, for free - without having to pay any ongoing subscription to a company.

Discover the power of terminal-based GitHub pull request reviews using open-source tools gh-dash and the neovim plugin Octo. Learn how these tools can streamline your review process, enhance collaboration, and save time. In this video tutorial, we'll demonstrate how to harness the benefits of a terminal workflow, including powerful command-line functionality, customization options, offline access, and cross-platform compatibility

cloud-nuke is a free, powerful open-source tool that efficiently scans for specific resources in your AWS account and can also optionally delete them efficiently for you as well.

How we dogfooded Cloudflare workers on the API team

I built a complete game using the Phaser.js game development framework