...using GitIngest and Llama-3.2 (100% local).

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Daily Dose of Data Science | Avi Chawla | Substack

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.

[Hands-on] RAG Over GitHub Repos

Ragie Connect: Build RAG Apps Over Users' Data in No Time ​