How to use Chroma DB vector database in RAG application using llama index & Deepseek R1 local model

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How to use Chroma DB vector database in RAG application using llama index & Deepseek R1 local model in python language

full source code will be available on my blog below.

previous video link.
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last time u did with nomic embedding one what's the difference now does this one work better?

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