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feat: Qdrant vector storage #356

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feat: Qdrant vector storage #356

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Anush008
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@Anush008 Anush008 commented Jul 4, 2024

Description

This PR adds support for Qdrant - https://qdrant.tech to be used as a vector storage.

Notes

To run Qdrant

docker run -p 6333:6333 qdrant/qdrant

To use the vector store,

store = QdrantVectorStore(collection_name="some-name")

store.connect(url="http://localhost:6333") # Accepts all the Qdrant client options

store.load_documents(...) # Auto-creates a collection

store.similarity_search_by_vector(...)

store.similarity_search_by_text(...)

@Anush008 Anush008 requested a review from a team as a code owner July 4, 2024 06:26
@jgbradley1
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Thank you for this contribution. Please give us just a little time to decide on an appropriate approach to take for community contributions, to make it easy without too much coupling.

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