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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>AI Workflows for FOLIO - Home Page</title>
<link href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-QWTKZyjpPEjISv5WaRU9OFeRpok6YctnYmDr5pNlyT2bRjXh0JMhjY6hW+ALEwIH" crossorigin="anonymous">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/font/bootstrap-icons.min.css">
<style>
</style>
</head>
<body>
<div class="header">
<div class="container">
<h1 style="color: #0a3a85; font-size: 3em;">WOLFcon 2024 - Understanding and Using AI Workflows with FOLIO</h1>
<h3>23 September 2024</h3>
<hr>
</div>
</div>
<div class="container">
<div class="row">
<div style="height: 200px">
<div id="carousel-ai-quotes" class="carousel slide" data-bs-ride="carousel">
<div class="carousel-inner">
<div class="carousel-item active">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p> I love the creativity of ChatGPT, some call it hallucinations, but maybe all the rest of this stuff is hallucinating, maybe only ChatGPT sees what's real? Could be.</p>
</blockquote>
<figcaption class="blockquote-footer">
Dave Winer on 2024-06-17 from Blog post <cite title="The creativity of ChatGPT">
<a href="http://scripting.com/2024/06/17/025755.html">The creativity of ChatGPT</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>The hottest new programming language is English</p>
</blockquote>
<figcaption class="blockquote-footer">
Andrej Karpathy on 2023-01-24 from X post <cite title="Source">
<a href="https://x.com/karpathy/status/1617979122625712128?lang=en">Source</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>So it is with great regret that I announce that the next person to talk about rolling out AI is going to receive a complimentary chiropractic adjustment in the style of Dr. Bourne, i.e, I am going to fucking break your neck. I am truly, deeply, sorry.</p>
</blockquote>
<figcaption class="blockquote-footer">
Nikhil Suresh on 2024-06-19 from Blog post <cite title="I Will Fucking Piledrive You If You Mention AI Again">
<a href="https://ludic.mataroa.blog/blog/i-will-fucking-piledrive-you-if-you-mention-ai-again/">I Will Fucking Piledrive You If You Mention AI Again</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>I've said it before, and I'll say it again. The marginal product of LLMs is when they are interacting with well-prepared, intricately cooperating humans at their peak, not when you pose them random queries for fun.</p>
</blockquote>
<figcaption class="blockquote-footer">
Tyler Cowen on 2024-08-15 from Blog post <cite title="Okie-dokie, solve for the equilibrium">
<a href="https://marginalrevolution.com/marginalrevolution/2024/08/okie-dokie-solve-for-the-equilibrium.html">Okie-dokie, solve for the equilibrium</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>TLDR I know I'm being super pedantic but the LLM has no 'hallucination problem'. Hallucination is not a bug, it is LLM's greatest feature.The LLM Assistant has a hallucination problem, and we should fix it.</p>
</blockquote>
<figcaption class="blockquote-footer">
Andrej Karpathy on 2023-12-8 from X post <cite title="Source">
<a href="https://x.com/karpathy/status/1733299213503787018?lang=en">Source</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>ChatGPT is foretelling a future where traditional input devices like keyboards and mice will be replaced by more interactive methods such as voice commands and gestures. In a mixed-reality world, navigating through information layers will rely on these intuitive interactions, diminishing the relevance of traditional web formats like 10 blue links and prompting the need for new monetization models.</p>
</blockquote>
<figcaption class="blockquote-footer">
Om Malik on 2024-08-7 from Blog post <cite title="Google’s Real Googly. No Not The Anti-Trust!">
<a href="https://om.co/2024/08/07/googles-real-googly-no-not-the-anti-trust/">Google’s Real Googly. No Not The Anti-Trust!</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>Machine Learning is a paradigm of computer programming where, rather than applying deductive logic to produce output that is known to be correct like a pocket calculator, programs are designed to produce predictions, which are expected to be occasionally wrong. </p>
</blockquote>
<figcaption class="blockquote-footer">
Colin Fraser on 2024-04-17 from Blog post <cite title="Hallucinations, Errors, and Dreams">
<a href="https://medium.com/@colin.fraser/hallucinations-errors-and-dreams-c281a66f3c35">Hallucinations, Errors, and Dreams</a></cite>
</figcaption>
</figure>
</div>
<div class="carousel-item ">
<figure class="d-block w-100">
<blockquote class="blockquote">
<p>Making AI work today requires ripping up workflows and rebuilding *for* AI. This is hard and painful to do…</p>
</blockquote>
<figcaption class="blockquote-footer">
Matt Clifford on 2024-09-12 from X post <cite title="Source">
<a href="https://x.com/matthewclifford/status/1834271090295644477">Source</a></cite>
</figcaption>
</figure>
</div>
</div>
</div>
<button class="carousel-control-prev" type="button" data-bs-target="#carousel-ai-quotes" data-bs-slide="prev">
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<span class="carousel-control-next-icon" aria-hidden="true"></span>
<span class="visually-hidden">Next</span>
</button>
</div>
</div>
<div class="row">
<div class="col-6">
<h2>Workshop</h2>
<ol><li><a href="/wolfcon-2024-ai-workshop/intro-pre-conference/index.html">Introduction to WOLFcon AI Pre-conference Workshop</a></li><li><a href="/wolfcon-2024-ai-workshop/types-of-ai-ml-relevant-to-libraries/index.html">General Overview of AI and Machine Learning for Libraries</a></li><li><a href="/wolfcon-2024-ai-workshop/exploring-llms/index.html">Exploring Large Language Models</a></li><li><a href="/wolfcon-2024-ai-workshop/ethical-considerations-ai-ml-for-libraries/index.html">Ethical Considerations on using AI and Machine Learning for Libraries</a></li><li><a href="/wolfcon-2024-ai-workshop/folio-ai-use-cases/index.html">FOLIO AI Use Cases</a></li><li><a href="/wolfcon-2024-ai-workshop/next-steps-for-adopting-ai-and-ml-in-folio/index.html">Next Steps for Adopting AI and Machine Learning in FOLIO</a></li><li><a href="/wolfcon-2024-ai-workshop/recommended-resources-for-further-learning/index.html">Recommended Resources for Further Learning</a></li></ol>
</div>
<div class="col-6">
<h2>Prerequisites</h2>
<div class="card">
<h5 class="card-header bg-success text-white">Required</h5>
<div class="card-body">
<p class="card-text">
Please completed the following items before the workshop:
</p>
<ol>
<li>
Email (or <a href="https://github.com/signup">signup</a> first) your Github user name to
<a href="mailto:[email protected]">[email protected]</a>
</li>
<li>
After receiving your Github user name, you'll be added as a collaborator on the following
repositories related to the course:
<ul>
<li><a href="https://github.com/folio-labs/edge-ai/">edge-ai</a></li>
<li><a href="https://github.com/folio-labs/ai-workflows/">ai-workflows</a></li>
</ul>
</li>
<li>Ensure you can access at least two of the following LLM services (may require creating an account):
<ul>
<li><a href="https://chatgpt.com/">ChatGPT</a></li>
<li><a href="https://www.anthropic.com/claude">Anthropic Claude</a></li>
<li><a href="https://gemini.google.com/">Google Gemini</a></li>
<li><a href="https://llama.meta.com/">Meta's Llama</a></li>
</ul>
</li>
<li>
Go to the following <a href="https://github.com/folio-labs/ai-workflows/wiki">wiki</a> page and select
at least two of the use-cases you are interested in exploring. Rank your choices.
(If you would like to add an AI use case that isn't listed, add a <a href="https://github.com/folio-labs/ai-workflows/wiki/_new">new wiki page</a> but
be prepared for follow-up questions!)
</li>
</ol>
</div>
</div>
<br>
<div class="card">
<h5 class="card-header bg-warning text-primary">Optional</h5>
<div class="card-body">
<p class="card-text">
For those participants who are more technically inclined, the following items are optional but
would allow for greater engagement and increase the utility of the workshop:
</p>
<ol>
<li>Clone the <a href="https://github.com/folio-labs/edge-ai/">edge-ai</a> repository:
<code>git clone https://github.com/folio-labs/edge-ai.git</code>
</li>
<li>
Clone the <a href="https://github.com/folio-labs/ai-workflows/">ai-workflows</a> repository:
<code>git clone https://github.com/folio-labs/ai-workflows.git</code>
</li>
<li>Install <a href="https://www.docker.com/products/docker-desktop/">Docker Desktop</a> with at least
10 GB of memory to run <a href="https://airflow.apache.org/">Airflow</a>.
</li>
<li>
Download and install <a href="https://www.nomic.ai/gpt4all">gpt4all</a>; download a Llama-based
model.
</li>
</ol>
</div>
</div>
<br>
</div>
</div>
</div>
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<div class="container">Original Content by Jeremy Nelson © 2024, <a href="https://github.com/sul-dlss-labs/wolfcon-2024-ai-workshop/">Github</a></div>
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