Atmick/marki-retrieval

Fix: Add missing 'tqdm' dependency

Fix: Add the 'lite' preparation directory

Final clean commit with lite preparation dir

Fix: Move requirements.txt to root directory

Initial service deployment (LFS fixed)

initial commit