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Deploy Your LLM Chatbot With Retrieval Augmented Generation (RAG), llama2–70B (MosaicML inferences) and Vector Search

Caio Moreno
5 min readNov 7, 2023

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Dear LLMs Enthusiasts,

The field of LLMs/GenAI is continuously growing in excitement and potential.

Gen AI/LLMs: A Distributed Challenge!

It is truly remarkable to contemplate our current possession of the necessary data, cloud infrastructure, and ML models to create extraordinary GenAI solutions.

My Journey with OpenAI at Microsoft

I began using OpenAI with Microsoft customers in 2022, and it was remarkable to witness how swiftly we could disrupt businesses using LLMs.

Here’s a talk I delivered on Azure Open AI during my time at Microsoft.

I must admit that working with Gen AI gave me a sense of rebellion. Engaging in GenAI projects feels like deconstructing and reconstructing everything with a completely new approach.

Teaching at IE University

Now, as I teach at IE University, I strongly encourage my students to utilize LLMs like ChatGPT/OpenAI or any other they find useful. In my opinion, using LLMs can expand your capabilities. For those who love learning, it’s akin to having your own personal teacher.

I often feel like I’m in the movie Interstellar, with an AI buddy to assist me. If you’re interested in this topic, please watch my talk here.

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Caio Moreno
Caio Moreno

Written by Caio Moreno

Solutions Architect @databricks | Professor | PhD | Ex-Microsoft | Ex-Avanade/Accenture | Ex-Pentaho/Hitachi | Ex-AOL | Ex-IT4biz CEO. (Opinions are my own)

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