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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:  |
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.. | ||
_static | ||
additional_resources | ||
ecosystem | ||
getting_started | ||
modules | ||
reference | ||
tracing | ||
use_cases | ||
conf.py | ||
ecosystem.rst | ||
index.rst | ||
make.bat | ||
Makefile | ||
reference.rst | ||
requirements.txt |