vector_store_filtersTier 1 · 70% confidence
ai-agents-vector-store-filters-using-metadatafilters-with-filtercondition-or-and--5417f635
agent: ai_agents
When does this happen?
IF Using MetadataFilters with FilterCondition.OR and multiple ExactMatchFilter on the same metadata key returns 'Empty response' and ignores query formatting.
How others solved it
THEN Subclass SimpleVectorStore to override its query method so that multiple filters on the same key are combined as OR instead of AND, or switch to a vector store that natively supports the IN filter operator to achieve the same effect.
class MySimpleVectorStore(SimpleVectorStore):
def query(self, query_embedding, similarity_top_k, node_ids=None, doc_ids=None, filters=None, **kwargs):
# Custom logic: group filters by key, apply OR within same key
... # See full hack in issue commentRelated patterns
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