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Embedding & Qrand vector store #2

@grepJimmyGu

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@grepJimmyGu

Hi, Fareed:

This is an awesome sharing, I learned a lot about data processing and overall logic on the multi-agent reasoning system; however, I ran into issue during embedding.

Despite I am able to go through the process to replicate the embedding, I am having hard time setting up a server to save the temp embedding results (in the sharing, it's hosted in "memory"); in production, how do you ensure "embedding" saved during pipeline for agent access?

I am kind of rookie in this topic so please feel free to share any 101 materials.

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