import linktransformer as lt
import pandas as pd
import os

# Read in the two datasets
df1 = pd.read_csv("test1.csv")
df2 = pd.read_csv("test2.csv")

df_lm_matched = lt.merge(df1, df2, merge_type='1:m', model="all-MiniLM-L6-v2", left_on="HS", right_on="name")
print(df_lm_matched.head(10))