The .vectors.get
algorithm
The .vectors.get
algorithm retrieves the embedding for a node.
.vectors.get
syntax
MATCH( n {`~id`: "
the ID of the node
"} ) CALL neptune.algo.vectors.get(n) YIELD embedding RETURN n, embedding
.vectors.get
input
-
a source node or nodes (required) – type:
Node[]
orNodeId[]
; default: none.The result of a
MATCH
statement that produces the node(s) for which you want to retrieve the embedding.
Warning
Be careful to limit MATCH(n)
so that it doesn't return a
large number of nodes. Keep in mind that every source node in the n
result invokes .vectors.get
once. Too many inputs can therefore result
in very long runtimes. Use LIMIT
or put conditions on the MATCH
clause to restrict its output appropriately.
.vectors.get
outputs
For each source node provided:
-
node – The source node.
-
embedding – The embedding of that source node.
.vectors.get
query example
MATCH ( n {`~id`: "0"} ) CALL neptune.algo.vectors.get(n) YIELD embedding RETURN n, embedding
Sample .vectors.get
output
Here is an example of the output returned by .vectors.get
when run against
the sample
Wikipedia dataset
aws neptune-graph execute-query \ --graph-identifier ${graphIdentifier} \ --query-string "MATCH ( n {`~id`: '0'} ) CALL neptune.algo.vectors.get(n) YIELD embedding RETURN n, embedding" \ --language open_cypher \ /tmp/out.txt { "results": [ { "n": { "~id": "0", "~entityType": "node", "~labels": [], "~properties": { "title": "24-hour clock", "views": 2450.62548828125, "wiki_id": 9985, "paragraph_id": 0, "url": "https://simple.wikipedia.org/wiki?curid=9985", "langs": 30, "text": "The 24-hour clock is a way of telling the time in which the day runs from midnight to midnight and is divided into 24 hours\\, numbered from 0 to 23. It does not use a.m. or p.m. This system is also referred to (only in the US and the English speaking parts of Canada) as military time or (only in the United Kingdom and now very rarely) as continental time. In some parts of the world\\, it is called railway time. Also\\, the international standard notation of time (ISO 8601) is based on this format." } }, "embedding": [ 0.07711287587881088, 0.3197174072265625, -0.2051590085029602, 0.6302579045295715, 0.032093219459056857, 0.200703963637352, 0.16665680706501008, -0.31295087933540347, 0.17575109004974366, 0.5308129191398621, -0.37528499960899355, 0.3338659405708313, -0.046272162348032, 0.07841536402702332, -0.3490406274795532, 0.27182886004447939, 0.3073517680168152, -0.08306130766868592, 0.5035958886146545, 0.254621684551239, -0.40407684445381167, 0.28878292441368105, -0.22588828206062318, -0.13185778260231019, -0.21559733152389527, 0.4900434613227844, 0.03866531699895859, 0.507415771484375, -0.3067346513271332, 0.10740984976291657, 0.08998646587133408, -0.2652775049209595, -0.28492602705955508, 0.33600345253944399, -0.27227747440338137, 0.3691731095314026, -0.2815995514392853, 0.0856710895895958, -0.13187488913536073, 0.4753035008907318, -0.2241700142621994, 0.20263174176216126, 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