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Fix broken links
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@@ -38,7 +38,7 @@ as the documents may contain sensitive information.
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### Creating vector store
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[QdrantVectorStore](https://docs.llamaindex.ai/en/stable/examples/vector_stores/QdrantIndexDemo.html) is a
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[QdrantVectorStore](https://developers.llamaindex.ai/python/examples/vector_stores/qdrantindexdemo/) is a
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wrapper around Qdrant that provides all the necessary methods to work with your vector database in LlamaIndex.
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Let's create a vector store for our collection. It requires setting a collection name and passing an instance
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of `QdrantClient`.
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