Float Vector Cosine Similarity
Purpose of the Node
Section titled “Purpose of the Node”This node calculates the cosine similarity between two float vectors. It is useful for measuring the cosine of the angle between two non-zero vectors in a multi-dimensional space. The cosine similarity ranges from -1 to 1, where 1 indicates vectors that are identical, 0 indicates orthogonal vectors, and -1 indicates vectors that are diametrically opposed.
- Vector 1: The first float vector.
- Vector 2: The second float vector.
- Similarity: The cosine similarity of the two vectors.
| Pin Name | Pin Description | Pin Type | Value Type |
|---|---|---|---|
| Vector 1 | The first float vector. | Struct | Array |
| Vector 2 | The second float vector. | Struct | Array |
| Similarity | The cosine similarity of the two vectors. | Struct | Float |