---
title: "[Hands-on] RAG Over GitHub Repos"
url: https://daily.dev/posts/hands-on-rag-over-github-repos-7ll7ywqvw
source_url: https://blog.dailydoseofds.com/p/hands-on-rag-over-github-repos
type: article
source: "Daily Dose of Data Science | Avi Chawla | Substack"
published: 2025-01-17T21:07:57.889Z
updated: 2025-01-17T21:08:13.248Z
tags: ["github", "rag"]
reading_time: 2
upvotes: 83
comments: 1
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# [Hands-on] RAG Over GitHub Repos

**[Daily Dose of Data Science \| Avi Chawla \| Substack](https://daily.dev/sources/dailydoseofds)** · 2 min read · 83 upvotes · 1 comments

## Summary

Ragie Connect offers a comprehensive infrastructure for building RAG applications over user data by handling authentication, authorization, and syncing from sources like Google Drive and Salesforce. This guide demonstrates how to create a RAG app over GitHub repositories using GitIngest to parse the repo and Llama-3.2 as the LLM. The process involves parsing the GitHub repo, setting up the LLM, embedding the data, and creating an index for interaction, with a neat interface and a promise for more advanced techniques in future guides.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://blog.dailydoseofds.com/p/hands-on-rag-over-github-repos>

## Community discussion

Top comments from developers on daily.dev.

**@chrispilgrim** · 0 upvotes

> is RAG free?

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---

Tags: [#github](https://daily.dev/tags/github), [#rag](https://daily.dev/tags/rag)

[View this post on daily.dev](https://daily.dev/posts/hands-on-rag-over-github-repos-7ll7ywqvw)