A Beginner's Guide to Vector Embeddings

A high level primer on vectors, vector embeddings and vector databases.

References covered in this video:

What are Vector Embeddings? - https://www.pinecone.io/learn/vector-...
What is a Vector Database - https://www.pinecone.io/learn/vector-...
Hugging Face Colorful Vectors (3D model) - https://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