@suryaprayaga , I see the instructed-retriever-1 generates pair of query & filter, there can be filters that vector-index does not contain, what all metadata fields are persisted on vector-index , in case of llama-index we define the metadata columns to be persisted in vector-index right so how it works in case of KA. Wanted to understand the crux behind it.