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Challenge: Transitioning Between Vector Stores

Explore how to modify an existing RAG pipeline by replacing the Chroma vector store with Qdrant. Learn to set up and configure Qdrant, integrate it with LangChain, and adapt your system to handle vector data efficiently. This lesson enhances your practical skills in managing vector similarity search engines in real-world AI applications.

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You’ve been making fantastic strides in mastering the RAG systems, and now it’s time to broaden your horizons even further. Up to this point, we’ve been using Chroma as our trusty vector store, helping us efficiently manage and retrieve our ...