from agent.core.es import bm25_vector_search
from agent.core.vector import get_embeddings    

phrase = "职业:海鲜批发;投向:海鲜批发;用途:海鲜批发"
phrase = "海鲜批发"
embeddings = get_embeddings([phrase])[0]

print(bm25_vector_search(phrase, embeddings,rrf_score_threshold=0.015))