I have up and running a POC for a RAG Chatbot, data has been indexed/vectored.  

If I need to remove data because the information is now outdated, or say for example products/prices/description changes etc.. What is the best way to achieve this ?

Would I manually need to search through the Vector DB and remove the entries ?

Then add my new data ? 

Then would I have to reindex all of my data ?  

any help/pointers would be much appreciated 

Also unsure how the overlapping will be affected in terms of context if remove a chunk of data 

​I have up and running a POC for a RAG Chatbot, data has been indexed/vectored.   If I need to remove data because the information is now outdated, or say for example products/prices/description changes etc.. What is the best way to achieve this ?Would I manually need to search through the Vector DB and remove the entries ?Then add my new data ? Then would I have to reindex all of my data ?   any help/pointers would be much appreciated Also unsure how the overlapping will be affected in terms of context if remove a chunk of data   Read More

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