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okay so in the previous video what we did was sell our elasticsearch document store to contain all of our paragraphs from meditations so we did that in this script here and all together we only have its not that much data 508 paragraphs or documents within our document store so what we now want to do is set up the next part of our retriever reader sack which is the retriever and what the retriever will do is given a query it will communicate with our elasticsearch document store and return a certain number of contacts which are the paragraphs in our case that i think are most relevant to our query so thats what we are going to be doing here and the first thing that we need to do is initialize our document store again so im just going to copy these and paste them here and this would just initialize it from what weve already built so its using the same index that already exists so just initialize that and once you have a document store okay cool we have that now now what we want to