Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
(HNSW) Graphs: HNSW is an indexing strategy that constructs a layered graph where each layer represents a different granularity of the dataset. Searches start from the top layer, which has fewer, more distant points, and move down to more detailed layers. This approach allows for rapid traversal of