Faiss - Introduction to Similarity Search
Full Similarity Search Playlist:
https://www.youtube.com/watch?v=AY62z7HrghY&list=PLIUOU7oqGTLhlWpTz4NnuT3FekouIVlqc&index=1

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-tutorial/

📊 Data:
https://github.com/jamescalam/data/tree/main/sentence_embeddings_15K

Notebook:
https://gist.github.com/jamescalam/7117aa92235a7f52141ad0654795aa48

🤖 70% Discount on the NLP With Transformers in Python course:
https://bit.ly/3DFvvY5

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👾 Discord
https://discord.gg/c5QtDB9RAP

Mining Massive Datasets Book (Similarity Search):
📚 https://amzn.to/3CC0zrc (3rd ed)
📚 https://amzn.to/3AtHSnV (1st ed, cheaper)

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