Vector Centroid Calculation Workflow

• Data Scientists: Need to compute centroids for clustering algorithms.
• Developers: Integrating vector calculations into applications.
• Researchers: Analyzing multi-dimensional data sets.
• Students: Learning about vector mathematics and centroid calculations.

This workflow automates the process of calculating the centroid of a set of vectors received via a GET request. It ensures that the vectors are valid and consistent in dimension, providing accurate results or meaningful error messages when the input is incorrect.

• Step 1: Receive Vectors

  • The workflow starts by receiving a GET request at the webhook endpoint /centroid, which contains an array of vectors.

• Step 2: Extract & Parse Vectors

  • The vectors are extracted from the request and parsed into a usable format for further processing.

• Step 3: Validate & Compute Centroid

  • The workflow checks if the vectors are valid and consistent in dimension. If valid, it computes the centroid by averaging each dimension across all vectors. If invalid, an error message is generated.

• Step 4: Return Centroid Response

  • Finally, the workflow sends a response back to the client, either returning the computed centroid or an error message if validation fails.