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-embeddings/
What is a Vector Database - www.pinecone.io/learn/vector-database/
Hugging Face Colorful Vectors (3D model) - huggingface.co/spaces/jphwang/colorful_vectors
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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