A Beginner's Guide to Vector Embeddings

Рет қаралды 16,366

Күн бұрын

A high level primer on vectors, vector embeddings and vector databases.
References covered in this video:
What are Vector Embeddings? - www.pinecone.io/learn/vector-...
What is a Vector Database - www.pinecone.io/learn/vector-...
Hugging Face Colorful Vectors (3D model) - huggingface.co/spaces/jphwang...
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-Colin
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#ai #machinelearning #vectors #semanticsearch #generativeai #pinecone #weaviate #vectorembeddings
▬▬▬▬▬▬▬▬▬▬Chapters▬▬▬▬▬▬▬▬▬▬
0:00 - Introduction to Vector Embeddings
1:54 - How Vector Embeddings are Created
3:00 - Vector Embeddings Visualized
4:27 - Vector Databases
6:55 - Example Use Cases

Пікірлер: 8

@nourarmoush5458 3 күн бұрын

This is extremely useful. Thank you so much Colin!

@MichaelSeltenreich 27 күн бұрын

Very useful and concise. Helped me a lot!

@TropicalCoder 9 ай бұрын

Very interesting - thanks

@eflyapping5154 21 күн бұрын

I understand how this works for text, but I don’t get how it works for speech recognition. Are we comparing the similarity between pixels in the spectrogram?

@tiowu 15 күн бұрын

What software did you use to create the 3d colorful vector space? Is it MATLAB?

@MannyBernabe 3 ай бұрын

what highlighter tool are you using?

@colintalkstech 2 ай бұрын

Sorry for the late response, its this one for Chrome - chromewebstore.google.com/detail/super-simple-highlighter/hhlhjgianpocpoppaiihmlpgcoehlhio?pli=1

@MannyBernabe 2 ай бұрын

@@colintalkstech thx!