<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Chat-with-Github-Repo]]></title><description><![CDATA[<ul>
<li><a href="https://github.com/peterw/Chat-with-Github-Repo" target="_blank" rel="noopener noreferrer nofollow ugc">https://github.com/peterw/Chat-with-Github-Repo</a></li>
<li><a href="https://twitter.com/pwang_szn/status/1650801868568772608" target="_blank" rel="noopener noreferrer nofollow ugc">https://twitter.com/pwang_szn/status/1650801868568772608</a></li>
<li><a href="https://twitter.com/i/status/1650801915918434304" target="_blank" rel="noopener noreferrer nofollow ugc">https://twitter.com/i/status/1650801915918434304</a></li>
</ul>
<blockquote>
<ol>
<li>Clones a git repository</li>
<li>Loading documents from the repository</li>
<li>Splitting the documents into smaller text chunks</li>
<li>We add those text chunks to a DeepLake instance with their computed embeddings using OpenAI Embeddings.<br />
Then have a main function that calls everything.</li>
<li>Now that we've embedded all the data, we can access the data from<br />
@activeloopai<br />
One thing with Deeplake is that you can also store metadata w/ your embeddings if you need to.</li>
</ol>
</blockquote>
<blockquote>
<p dir="auto">At a high-level, here's what's going on:</p>
<p dir="auto">The DeepLake instance is loaded with embeddings from the dataset that we have in DeepLake.</p>
<p dir="auto">The chatbot searches the dataset for relevant information and generates responses using GPT-3.5-turbo based on the user's input.</p>
</blockquote>
<p dir="auto"><img src="/assets/uploads/files/1682429580932-5d303eef-3db9-48e5-88a6-261f34054bb7-image.png" alt="5d303eef-3db9-48e5-88a6-261f34054bb7-image.png" class=" img-fluid img-markdown" /></p>
]]></description><link>https://forum.cloudron.io/topic/9098/chat-with-github-repo</link><generator>RSS for Node</generator><lastBuildDate>Fri, 15 May 2026 14:43:58 GMT</lastBuildDate><atom:link href="https://forum.cloudron.io/topic/9098.rss" rel="self" type="application/rss+xml"/><pubDate>Tue, 25 Apr 2023 13:33:21 GMT</pubDate><ttl>60</ttl></channel></rss>