Unable to connect using cx_Oracle in a Jupyter notebook on VSCode

I keep getting the following error when I try to execute the cell in a Jupyter notebook on VSCode

con = cx_Oracle.connect("/@DB")

DatabaseError: DPI-1047: Cannot locate a 64-bit Oracle Client library: "libclntsh.so: cannot open shared object file: No such file or directory". See https://oracle.github.io/odpi/doc/installation.html#linux for help

But the same works fine when I run it in Jupyter Lab.