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Visualizing embeddings from a vector database [video]
- albertgt 1y agoWord/token meanings are embedded in high dimensional space from different embedding models, but projected down to 3D, we can get a sense of how they are stored. Fly through a 3D visualization of open source texts stored in a vector database. I used this to demonstrate a portion of the RAG process. (After chunking and embedding, and before relevant text are searched for.) https://youtu.be/S9InoEjxly8 https://youtu.be/S9InoEjxly8