Brushing up LLM for Interview

Embeddings Vector Embeddings https://www.pinecone.io/learn/what-is-similarity-search/ Searching over structured data that is easy we can use Data structures for it like Binary tress / arrays (sorted order) and also things like hashset. This was done in internet 2.0 , sql , mysql , mongodb these leveraged it so well Now for unstructured data we need something that represents more deeper concept / representation of the data Using sentence-transformers (and models like Word2Vec , BERT model) ...

October 13, 2025 · 19 min · Mohit