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Faiss - Introduction to Similarity Search

Full Similarity Search Playlist:    • 3 Traditional Methods for Similarity ...   Facebook AI Similarity Search (FAISS) is one of the most popular implementations of efficient similarity search, but what is it - and how can we use it? What is it that makes FAISS special? How do we make the best use of this incredible tool? Fortunately, it's a brilliantly simple process to get started with. And in this video, we'll explore some of the options FAISS provides, how they work, and - most importantly - how FAISS can make our semantic search faster. 🌲 Pinecone Article: https://www.pinecone.io/learn/faiss-t... 📊 Data: https://github.com/jamescalam/data/tr... Notebook: https://gist.github.com/jamescalam/71... 🤖 70% Discount on the NLP With Transformers in Python course: https://bit.ly/3DFvvY5 🎉 Sign-up For New Articles Every Week on Medium!   / membership   👾 Discord   / discord   Mining Massive Datasets Book (Similarity Search): 📚 https://amzn.to/3CC0zrc (3rd ed) 📚 https://amzn.to/3AtHSnV (1st ed, cheaper) 🕹️ Free AI-Powered Code Refactoring with Sourcery: https://sourcery.ai/?utm_source=YouTu...