How to start using ChromaDB Multimodal (images) semantic searches on a vector database. We’ll load some images and query for objects in the images. We’ll also cover how to use the Where Metadata filter to limit the relevance of the search results. Everything works locally and is free. Don't need to sign up for a cloud vector database account or learn Langchain first.

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Get the code: https://github.com/johnnycode8/chroma...

ChromaDB Playlist:    • ChromaDB Vector Database Tutorials  

00:00 Create new Conda environment
01:23 Install ChromaDB
01:43 Create new ChromaDB database
03:00 Install Pillow and OpenCLIP
03:43 Location of OpenCLIP embedding model
04:35 Add images to ChromaDB database
06:26 Query ChromaDB
08:54 ImageLoader depends on physical images
09:28 ChromaDB real-world usage
11:20 Problem with vector databases
11:50 Using Where Filter on Metadata