Avkalan.ai Interview Questions and Answers

Word2Vec is a technique used to create word embeddings by representing words as vectors in a high-dimensional space.

• Word2Vec is a popular algorithm for generating word embeddings in natural language processing.

• It uses a neural network model to learn the relationships between words based on their context in a large corpus of text.

• Word2Vec can be used to find similarities between words, perform word arithmetic, and impro

FAISS index is optimized for similarity search in large datasets using GPUs.

• FAISS index is specifically designed for efficient similarity search in large datasets.

• It is optimized to work with GPUs, making it faster than traditional databases for similarity search.

• FAISS uses techniques like quantization and inverted file indexes to speed up search operations.

• It is commonly used in applications like image and text search...read more