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# update qdrant docs to reflect the proper way to initialize Qdrant() constructor The [Qdrant docs](https://python.langchain.com/en/latest/modules/indexes/vectorstores/examples/qdrant.html) still contain an old reference for passing an `embedding_function` into the constructor. This is no longer supported. This PR updates the docs to reflect the proper way to initialize `Qdrant()` Old:  New: 