<p><img alt="Men fishing" src="https://duarteocarmo.com/images/74/main.jpg" style="border-radius: 2px;" /></p>
<div class="toc">
<ul>
<li><a href="https://duarteocarmo.com/feed.xml#some-context">Some context</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#our-data-a-controversial-dataset">Our data: A controversial dataset</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#a-stupid-simple-vector-store">A stupid simple vector store</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#plain-rag">Plain RAG</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#complicating-things-hybrid-search">Complicating things: Hybrid Search</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#what-if-we-ask-for-a-summary">What if we ask for a summary?</a><ul>
<li><a href="https://duarteocarmo.com/feed.xml#detecting-representative-questions">Detecting representative questions</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#answering-questions-that-require-the-entire-dataset-in-context">Answering questions that require the entire dataset in context</a></li>
</ul>
</li>
<li><a href="https://duarteocarmo.com/feed.xml#expanding-user-queries">Expanding user queries</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#the-most-important-lesson">The most important Lesson</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#resources-to-go-beyond-the-basics">Resources to go beyond the basics …</a></li></ul></div>

Some context Our data: A controversial dataset A stupid simple vector store Plain RAG Complicating things: Hybrid Search What if we ask for a summary? Detecting representative questions Answering questions that require the entire dataset in context Expanding user queries The most important Lesson Resources to go beyond the basics …

<p></p>

<ul>
<li><a href="https://duarteocarmo.com/feed.xml#some-context" rel="noopener noreferrer">Some context</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#our-data-a-controversial-dataset" rel="noopener noreferrer">Our data: A controversial dataset</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#a-stupid-simple-vector-store" rel="noopener noreferrer">A stupid simple vector store</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#plain-rag" rel="noopener noreferrer">Plain RAG</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#complicating-things-hybrid-search" rel="noopener noreferrer">Complicating things: Hybrid Search</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#what-if-we-ask-for-a-summary" rel="noopener noreferrer">What if we ask for a summary?</a><ul>
<li><a href="https://duarteocarmo.com/feed.xml#detecting-representative-questions" rel="noopener noreferrer">Detecting representative questions</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#answering-questions-that-require-the-entire-dataset-in-context" rel="noopener noreferrer">Answering questions that require the entire dataset in context</a></li>
</ul>
</li>
<li><a href="https://duarteocarmo.com/feed.xml#expanding-user-queries" rel="noopener noreferrer">Expanding user queries</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#the-most-important-lesson" rel="noopener noreferrer">The most important Lesson</a></li>
<li><a href="https://duarteocarmo.com/feed.xml#resources-to-go-beyond-the-basics" rel="noopener noreferrer">Resources to go beyond the basics …</a></li></ul>

#45 RAG tricks from the trenches

A podcast version of my personal website. All the episodes are generated from a text to speech model.

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#45 RAG tricks from the trenches

#45 RAG tricks from the trenches