Heat olive oil in a large pot over medium heat. Add onion and cook until softened, about 5 minutes. Add garlic and cook for 1 minute more.
Add lentils, vegetable broth, thyme, and smoked paprika to the pot. Bring to a boil, then reduce heat and simmer for 20-25 minutes, or until lentils are tender.