Theoretical Eddies

Deep-dive explorations into the theory behind each module. These Jupyter notebooks let you experiment with concepts at your own pace.

1 Document Ingestion Eddies

The Mathematics of Embeddings

Deep dive into vector spaces, similarity metrics, and embedding geometry

Vector spaces Cosine similarity Dimensionality reduction