The Journey of RAG Development: From Notebook to Microservices

Converting a Colab notebook to two microservices with support for Milvus and NeMo Guardrails

Wenqi Glantz
Towards Data Science
11 min readFeb 21, 2024

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Image generated by DALL-E 3 by the author

On a quest for enterprise RAG, we explore how to craft RAG microservices from an RAG pipeline POC developed in a Colab notebook in this article. We take the following approach:

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