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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: ![Screenshot 2023-05-12 at 3 06 33 PM](https://github.com/hwchase17/langchain/assets/1552962/dd4063d2-2a07-4340-91bb-e305f7215ddd) New: ![Screenshot 2023-05-12 at 3 21 09 PM](https://github.com/hwchase17/langchain/assets/1552962/aebc3f63-1a8b-4ca3-93c0-a2ce30dcd282) |
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.. | ||
document_loaders/examples | ||
retrievers/examples | ||
text_splitters | ||
vectorstores | ||
document_loaders.rst | ||
getting_started.ipynb | ||
retrievers.rst | ||
text_splitters.rst | ||
vectorstores.rst |