Huge database dictionary? On the Android? You already got some good advice.
Huge on the Android means SLOW. Better to do this on the Cloud...see above posts; however, if you must:

The example shows two ways to do this. There are many more ways, probably more efficient. The example is not really a dictionary. If you type a , it will tell you an apple; that can as easily be a word in your language instead of a and an equivalent in a foreign language. One way (Button1) uses List pairs; the other (Button5) uses Lists of Lists to do the same thing. As you add items to the list, this process will get slower and slower retrieving the correct 'definitions' if this is done using Lists and a TinyDb. Two different ways of setting up Lists using Text files is shown. experiment. Is this suitable for HUGE databases? Probably not but go ahead and try. Be aware, Android is very sensitive to case...if your word is Alphabet, if you search for alphabet, it will not be found.
TinyDB ... this is your homework:
TinyDB
Alternatively, you could use Mustafa's recommendation using csv files.
Regards,
Steve