I use Redis as a vector database. I want to make multiple search queries, but I can't find how to do it in documentation. Now it looks like:
client = redis.Redis(host="localhost", port=6379, decode_responses=True)
# insert data
# search
query = (
Query("*=>[KNN 2 @vector $vec as score]")
.sort_by("score")
.return_fields("id", "score")
.paging(0, 2)
.dialect(2)
)
query_params = {
"vec": np.random.rand(VECTOR_DIMENSIONS).astype(np.float32).tobytes()
}
r.ft(INDEX_NAME).search(query, query_params).docs
This example I take from redis-py documentation: documentation.
But it is only for one query per search. I need something like that:
query_params = {
"vec": [np.random.rand(VECTOR_DIMENSIONS).astype(np.float32).tobytes(),
np.random.rand(VECTOR_DIMENSIONS).astype(np.float32).tobytes()]
}
r.ft(INDEX_NAME).search(query, query_params).docs
Is it possible?