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Showing content from https://python.langchain.com/docs/integrations/vectorstores/bageldb below:

BagelDB | 🦜️🔗 LangChain

BagelDB (Open Vector Database for AI), is like GitHub for AI data. It is a collaborative platform where users can create, share, and manage vector datasets. It can support private projects for independent developers, internal collaborations for enterprises, and public contributions for data DAOs.

[Document(page_content='hello bagel', metadata={}),
Document(page_content='my car', metadata={}),
Document(page_content='I love salad', metadata={})]
[(Document(page_content='hello bagel', metadata={}), 0.27392977476119995),
(Document(page_content='my car', metadata={}), 1.4783176183700562),
(Document(page_content='I love salad', metadata={}), 1.5342965126037598)]
Madam Speaker, Madam Vice President, our First Lady and Second Gentleman. Members of Congress and the
dict_keys(['ids', 'embeddings', 'metadatas', 'documents'])
{'ids': ['578c6d24-3763-11ee-a8ab-b7b7b34f99ba',
'578c6d25-3763-11ee-a8ab-b7b7b34f99ba',
'fb2fc7d8-3762-11ee-a8ab-b7b7b34f99ba',
'fb2fc7d9-3762-11ee-a8ab-b7b7b34f99ba',
'6b40881a-3762-11ee-a8ab-b7b7b34f99ba',
'6b40881b-3762-11ee-a8ab-b7b7b34f99ba',
'581e691e-3762-11ee-a8ab-b7b7b34f99ba',
'581e691f-3762-11ee-a8ab-b7b7b34f99ba'],
'embeddings': None,
'metadatas': [{}, {}, {}, {}, {}, {}, {}, {}],
'documents': ['hello bagel',
'this is langchain',
'hello bagel',
'this is langchain',
'hello bagel',
'this is langchain',
'hello bagel',
'this is langchain']}
[(Document(page_content='hello bagel', metadata={'source': 'notion'}), 0.0)]

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