Summary:
- Magnitude is a high-performance, open-source Python library designed for fast, efficient, and memory-mapped vector embeddings (such as Word2Vec, FastText, or GloVe).
- It provides a specialized file format that allows developers to perform semantic similarity queries and vector lookups without loading massive datasets entirely into RAM, making it a critical tool for Natural Language Processing (NLP) infrastructure.