Vector Databases simply explained! (Embeddings & Indexes)

Vector Databases simply explained. Learn what vector databases and vector embeddings are and how they work. Then I'll go over some use cases for it and I briefly show you different options you can use.

Resources:
Gentle introduction: https://frankzliu.com/blog/a-gentle-i...
What is a vector database: https://www.pinecone.io/learn/vector-...

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00:00 - Intro
00:44 - Why do we need vector databases
01:29 - Vector embeddings and indexes
02:58 - Use cases
03:45 - Different vector databases

Vector Database Options:
Pinecone
Weaviate
Chroma
Redis
Qdrant
Milvus
Vespa

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#MachineLearning #DeepLearning