Understanding Vector Databases: Embeddings, Indexes, and Use Cases

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-introduction-to-vector-databases
- What is a vector database: https://www.pinecone.io/learn/vector-database/

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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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