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Open
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sourced Office Oracle Test Notebook
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Open
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sourced Office Oracle Data Bench
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I talk through what I learned, why Jupyter notebooks were such a handy tool for getting my data quality to where I needed it to be, before worrying about application logic.
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I also demonstrate langchain DocumentLoaders, how to store secrets in Jupyter notebooks when open sourcing them, and much more.
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What's involved in building an AI chatbot that is trained on a custom corpus of knowledge? In this video I breakdown the data preparation, training and app development components and explain why Jupyter notebooks were such a handy tool while creating this app and tweaking my model.
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App is open source at https://github.com/zackproser/office-... and a demo is currently available at https://office-oracle.vercel.app.
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search
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Roie Schwaber-Cohen and I discuss semantic search and step through the code for performing semantic search with Pinecone's vector database.
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ref
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arch
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deployment
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part
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In this three part video series, I deploy the Pinecone AWS Reference Architecture with Pulumi from start to finish.
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ref
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arch
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I demonstrate how to configure, deploy and connect through a jump host so that you can interact with RDS Postgres and other resources running in the VPC's private subnets.
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chatbot
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vercel
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Curious how you might take Vercel's ai-chatbot template repository from GitHub and turn it into your own GPT-like chatbot of any identity? That's what I walkthrough in this video.
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I show the git diffs and commit history while talking through how I integrated langchain, OpenAI, ElevenLabs for voice cloning and text to speech and Pinecone.io for the vector database in order to create a fully featured chat-GPT-like custom AI bot that can answer, factually, for an arbitrary corpus of knowledge.
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workers
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On the Cloudflare API team, we were responsible for api.cloudflare.com as well as www.cloudflare.com. Here's how we wrote the first Cloudflare Workers to gracefully deprecate TLS 1.0 and set them in front of both properties, without any downtime.
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And no, if you're paying attention, my name is not Zack Prosner, it's Zack Proser :)
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I've been working on this side project for several months now, and it's ready enough to demonstrate. In this video I talk through: * What it is * How it works * A complete live demo * Using Replicate.com for a REST API interface to StableDiffusion XL for image generation
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## Stack * Next.js * Vercel * Vercel Postgres * Vercel serverless functions * Pure JavaScript integration with git and GitHub thanks to [isomorphic-git](https://github.com/isomorphic-git/isomorphic-git)
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## Features
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Secured via GitHub oAuth
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StableDiffusion XL for image generation
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Postgres database for posts and images data
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S3 integration for semi
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volatile image storage
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Start and complete high quality blog posts in MDX one
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handed while on the go
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Panthalia is open-source and available at [github.com/zackproser/panthalia](https://github.com/zackproser/panthalia)
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in
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your
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If you're still copying and pasting back and forth between ChatGPT in your browser and your code in your IDE, you're missing out.
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Check out how easily you can use ChatGPT in your terminal!
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ref
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arch
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deployment
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part
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In this three part video series, I deploy the Pinecone AWS Reference Architecture with Pulumi from start to finish.
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ref
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arch
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deploy
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part
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In this three part video series, I deploy the Pinecone AWS Reference Architecture with Pulumi from start to finish.
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