How to build chat with your data using Pinecone, LangChain and OpenAI
I show step by step how to build a RAG chatbot to talk to your data in this easy to follow tutorial for beginners.
Videos
All of my latest Twitch streams, YouTube videos, how-tos, talks, webinars, demos, and code walkthroughs
How to use ChatGPT in your terminal
Did you know you can use ChatGPT in your terminal? No more copying and pasting...
Pinecone & Pulumi webinar: Scaling AI Apps
I co-hosted a webinar with Pulumi about productionizing AI applications
Pinecone & Pulumi webinar: Taking AI apps to production
I co-hosted a webinar with Pulumi about productionizing AI applications
Deploying the Pinecone AWS Reference Architecture - Part 1
I deploy the Pinecone AWS Reference Architecture end to end in this three part video series
Deploying the Pinecone AWS Reference Architecture - Part 2
I deploy the Pinecone AWS Reference Architecture end to end in this three part video series
Deploying the Pinecone AWS Reference Architecture - Part 3
I deploy the Pinecone AWS Reference Architecture end to end in this three part video series
Destroying the Pinecone AWS Reference Architecture
I demonstrate how to destroy the Pinecone AWS Reference Architecture using Pulumi
Deploying a jump host for the Pinecone AWS Reference Architecture
I demonstrate how to deploy and connect through a jump host in order to interact with Postgres
What is a vector database?
Vector databases explained, featuring clowns, embeddings, neural networks, feature extraction, semantic search and Retrieval Augmented Generation (RAG).
Project Panthalia: Adding speech to text for mobile blogging
I added speech-to-text capabilities to Panthalia, so that I can commence blog posts more quickly than ever before, from anywhere
Project Panthalia: AI-assisted mobile blogging platform
Panthalia enables me to author rich-media blog posts on the go - assisted by StableDiffusion XL for image generation
Semantic Search with TypeScript and Pinecone
Join Roie Schwaber-Cohen and I as we first discuss and then review the code for doing semantic search with Pinecone's vector database
How to use Jupyter Notebooks for Machine Learning and AI tasks
In this comprehensive video, I demonstrate how simple it is to get started using Jupyter Notebooks to run arbitrary Python
Part #2 Live code review: Pinecone Vercel starter template and Retrieval Augmented Generation (RAG).
Part #2 of our Twitch Livestream: walking through the Pinecone Vercel AI chatbot template commit-by-commit
Live code review: Pinecone Vercel starter template and Retrieval Augmented Generation (RAG) Part #1
Twitch Livestream: walking through the Pinecone Vercel AI chatbot template commit-by-commit
How to build an AI chatbot using Vercel's ai-chatbot template
How to extend and modify Vercel's base ai-chatbot template for your own purposes
How to use Jupyter notebooks, langchain and Kaggle.com to create an AI chatbot on any topic
How you can shorten your iteration cycles with Jupyter notebooks when building data-rich apps
Building an AI chatbot with langchain, Pinecone.io, Jupyter notebooks and Vercel
How I built an Office chatbot that can answer any question about the office
Mastering Fast, Secure AWS Access with open source tool aws-vault
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.
Exploring a Custom Terminal-Based Developer Workflow - Tmux, Neovim, Awesome Window Manager, and More
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.
Master GitHub Pull Request Reviews with gh-dash and Octo - A YouTube Video Tutorial
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 - A Handy Open-Source Tool for Managing AWS Resources
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.
Deploying the first Cloudflare workers in front of api.cloudflare.com and www.cloudflare.com
How we dogfooded Cloudflare workers on the API team
A full play through of my HTML5 game, CanyonRunner
I built a complete game using the Phaser.js game development framework