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-... Get your Free Token for AssemblyAI👇 https://www.assemblyai.com/?utm_sourc... 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 ▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬ 🖥️ Website: https://www.assemblyai.com 🐦 Twitter:   / assemblyai   🦾 Discord:   / discord   ▶️ Subscribe: https://www.youtube.com/c/AssemblyAI?... 🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ #MachineLearning #DeepLearning