💻How To Do MultiVector Chunk Search

A guide to combining multiple vectors for chunk search

Sometimes we may want to add multiple vectors to our chunk search.

For this, we can simply use the /collection/advanced_chunk_search endpoint. We simply switch out the vector argument and change it into a multivector_query.

An example of constructing a chunkvector multi-vector query can be found below:

multivector_query = {
    "chunkvector_1": {"vector": [0.2, 0.5, 0.1], "fields": ["test_chunkvector_"]},
    "chunkvector_2": {"vector": [0.5, 0.2, 0.001], "fields": ["test_chunkvector_"]},
}

The only difference between constructing a multivector query for advanced chunk search and advanced search is that the fields will contain chunkvector instead of vector.