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Showing posts from June 23, 2024

[Day 174] Starting LLM zoomcamp + Learning about Data Warehouses + BigQuery

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 Hello :) Today is Day 175! A quick summary of today: did Module 1 and its homework from the DataTalksClub's LLM camp covered Module 2  using free models and creating a simple FAQ bot covered Module 3 from the data engineering camp on data warehouses LLM camp module 1: basic RAG app Maybe a big thing today is that I finally gave in and loaded $10 into my OpenAI account. I am officially in the belly of the beast haha. I finally decided to use the almighty GPT API. That being said, I will use the cheapest one gpt-3.5-turbo and be conservative with my prompts whenever I can.  As for the LLM zoomcamp material from Module 1 which serves as an intro to RAG ~ This is a nice simple graphic done by the instructor and it explains the basics pretty well. I have already had plenty of experience with RAG apps but still I wanted to give this camp a go as I know I will learn something new. And even today I did - mainly GPT api and the Elasticsearch library for a search database.  Here is a bit