Hey everyone,

I wanted to take some time to show how simple it is to get Chroma (trychroma.com), an opensource vector database, to run locally on your machine so you can use it with AnythingLLM (https://github.com/MintplexLabs/anyt...) or other popular services as well as even secure the data between updates and use API key authentication!

Watch the AWS or Render videos for how to take these same ideas and put them on the cloud so you can scale your vector database and bring your AI tools to life with the power of vector databases and RAG.

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CHAPTERS:
0:00 Introduction to Chroma localhost
0:30 Current Chroma Version on Github
1:28 Pulling in the latest chroma docker image
2:17 Run ChromaDB on docker no custom configuration
3:22 Uploading our first embedding
4:20 Problems and caveats to running with no persistence
5:25 Run ChromaDB WITH PERSISTENCE!
6:24 Define where storage should be saved
8:00 What ChromaDB Storage looks like
8:52 Reboot ChromaDB docker but use existing data!
10:12 Run ChromaDB on Docker with persistence AND private API keys
15:21 Conclusion on how to best run docker locally thanks!

#aws #opensource #rag #retrieval #chromadb #ai #aitools #vectordatabase #vectordata #tutorial #tech #technology #techtips #techtutorial #startups