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update intro
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souzatharsis committed Nov 25, 2024
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# Introduction

```{epigraph}
Too often we enjoy the comfort of opinion without the discomfort of thought.
I am always doing that which I cannot do, in order that I may learn how to do it.
-- John F. Kennedy
-- Pablo Picasso
```
```{contents}
```
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"cell_type": "markdown",
"metadata": {},
"source": [
"# The Challenge of Evaluating LLM-based Applications\n",
"# Challenges of Evaluating LLM-based Applications\n",
"```{epigraph}\n",
"Evals are surprisingly often all you need.\n",
"\n",
"-- Greg Brockman, OpenAI's President\n",
"```\n",
"```{contents}\n",
":depth: 2\n",
"```\n",
"## Non-Deterministic Machines\n",
"\n",
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<li class="toctree-l1 ">

<a href="notebooks/evals.html" class="reference internal ">The Challenge of Evaluating LLM-based Applications</a>
<a href="notebooks/evals.html" class="reference internal ">Challenges of Evaluating LLM-based Applications</a>



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<li class="toctree-l1 ">

<a href="../notebooks/evals.html" class="reference internal ">The Challenge of Evaluating LLM-based Applications</a>
<a href="../notebooks/evals.html" class="reference internal ">Challenges of Evaluating LLM-based Applications</a>



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<section class="tex2jax_ignore mathjax_ignore" id="introduction">
<span id="intro"></span><h1><a class="toc-backref" href="#id1" role="doc-backlink"><span class="section-number">1. </span>Introduction</a><a class="headerlink" href="#introduction" title="Permalink to this heading"></a></h1>
<blockquote class="epigraph">
<div><p>Too often we enjoy the comfort of opinion without the discomfort of thought.</p>
<p class="attribution">—John F. Kennedy</p>
<div><p>I am always doing that which I cannot do, in order that I may learn how to do it.</p>
<p class="attribution">—Pablo Picasso</p>
</div></blockquote>
<nav class="contents" id="contents">
<p class="topic-title">Contents</p>
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<li class="toctree-l1 ">

<a href="../notebooks/evals.html" class="reference internal ">The Challenge of Evaluating LLM-based Applications</a>
<a href="../notebooks/evals.html" class="reference internal ">Challenges of Evaluating LLM-based Applications</a>



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<li class="toctree-l1 ">

<a href="evals.html" class="reference internal ">The Challenge of Evaluating LLM-based Applications</a>
<a href="evals.html" class="reference internal ">Challenges of Evaluating LLM-based Applications</a>



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<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="4. The Challenge of Evaluating LLM-based Applications" href="evals.html" />
<link rel="next" title="4. Challenges of Evaluating LLM-based Applications" href="evals.html" />
<link rel="prev" title="2. Output Size Limitations" href="output_size_limit.html" />
</head>

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<li class="toctree-l1 ">

<a href="evals.html" class="reference internal ">The Challenge of Evaluating LLM-based Applications</a>
<a href="evals.html" class="reference internal ">Challenges of Evaluating LLM-based Applications</a>



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</li>
<li class="next">
<a href="evals.html"
title="next chapter"><span class="section-number">4. </span>The Challenge of Evaluating LLM-based Applications →</a>
title="next chapter"><span class="section-number">4. </span>Challenges of Evaluating LLM-based Applications →</a>
</li>
</ul>

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</li>
<li class="next">
<a href="evals.html"
title="next chapter"><span class="section-number">4. </span>The Challenge of Evaluating LLM-based Applications →</a>
title="next chapter"><span class="section-number">4. </span>Challenges of Evaluating LLM-based Applications →</a>
</li>
</ul><div class="footer" role="contentinfo">
<br>
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<li class="toctree-l1 ">

<a href="notebooks/evals.html" class="reference internal ">The Challenge of Evaluating LLM-based Applications</a>
<a href="notebooks/evals.html" class="reference internal ">Challenges of Evaluating LLM-based Applications</a>



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"cells": [
{
"cell_type": "markdown",
"id": "9a714288",
"id": "93311d57",
"metadata": {},
"source": [
"(intro)=\n",
"# Introduction\n",
"\n",
"```{epigraph}\n",
"Too often we enjoy the comfort of opinion without the discomfort of thought.\n",
"I am always doing that which I cannot do, in order that I may learn how to do it.\n",
"\n",
"-- John F. Kennedy\n",
"-- Pablo Picasso\n",
"```\n",
"```{contents}\n",
"```\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"# The Challenge of Evaluating LLM-based Applications\n",
"# Challenges of Evaluating LLM-based Applications\n",
"```{epigraph}\n",
"Evals are surprisingly often all you need.\n",
"\n",
"-- Greg Brockman, OpenAI's President\n",
"```\n",
"```{contents}\n",
":depth: 2\n",
"```\n",
"## Non-Deterministic Machines\n",
"\n",
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# Introduction

```{epigraph}
Too often we enjoy the comfort of opinion without the discomfort of thought.
I am always doing that which I cannot do, in order that I may learn how to do it.
-- John F. Kennedy
-- Pablo Picasso
```
```{contents}
```
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"cell_type": "markdown",
"metadata": {},
"source": [
"# The Challenge of Evaluating LLM-based Applications\n",
"# Challenges of Evaluating LLM-based Applications\n",
"```{epigraph}\n",
"Evals are surprisingly often all you need.\n",
"\n",
"-- Greg Brockman, OpenAI's President\n",
"```\n",
"```{contents}\n",
":depth: 2\n",
"```\n",
"## Non-Deterministic Machines\n",
"\n",
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