import glob

# ignore_index = True to avoid duplicate index values
df = pd.concat([pd.read_csv(f) for f in glob.glob("*.csv")], ignore_index = True)

# More options
df = pd.concat([pd.read_csv(f, encoding = "latin1") for f in glob.glob("*.csv")])