It is difficult to distinguish between the two. Spices can come from the following plant parts: roots, rhizomes, stems, leaves, bark, flowers, fruits, and seeds. Herbs are typically thought of as non-woody plants. It is not known when humans began to use the first herbs and spices as flavoring agents.