Flatten a Nested Dictionary

Given a nested dictionary, flatten it into a single-level dictionary where nested keys are combined into one key (e.g., joined by a separator such as '.') pointing to the innermost value. For example, {"a": {"b": {"c": 1}}} becomes {"a.b.c": 1}.