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Add vector ``vector`` for element ``element`` to a vector set ``key``.
|
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``reduce_dim`` sets the dimensions to reduce the vector to.
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If not provided, the vector is not reduced.
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``cas`` is a boolean flag that indicates whether to use CAS (check-and-set style)
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when adding the vector. If not provided, CAS is not used.
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``quantization`` sets the quantization type to use.
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If not provided, int8 quantization is used.
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The options are:
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- NOQUANT: No quantization
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- BIN: Binary quantization
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- Q8: Signed 8-bit quantization
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``ef`` sets the exploration factor to use.
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If not provided, the default exploration factor is used.
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``attributes`` is a dictionary or json string that contains the attributes to set for the vector.
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If not provided, no attributes are set.
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``numlinks`` sets the number of links to create for the vector.
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If not provided, the default number of links is used.
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For more information, see https://redis.io/commands/vadd.
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isinstanceÚbytesÚlenÚappendÚvalueÚdictÚjsonÚdumpsÚexecute_commandÚVADD_CMD) Úselfr1 r2 r3 r4 r5 r6 r7 r8 r9 ÚpiecesÚ values_piecesÚattributes_jsons r' ÚvaddzVectorSetCommands.vadd5 s# ñN WÜÐ FÓGÐ GàÙ Ø MM8 ZÐ0Ô 1à Ü feÔ $Ø × Ñ &¨&Ð!1Õ 2à × Ñ (¬C°«KÐ!8Ô 9Ø × Ñ Ô (Ø mÔ$à gÔ á Ø MM%Ô á Ø MM,×,Ñ,Ô -á Ø MM4 *Ô %á Ü*¤dÔ+ä"&§*¡*¨ZÓ"8à",Ø MM9 oÐ6Ô 7á Ø MM3 /Ô *à#t×#Ñ#¤H¨cÐ;°FÒ;Ð;r& ÚinputÚ with_scoresÚ with_attribsÚcountÚfilterÚ filter_efÚtruthÚ no_threadÚepsilonc ó |s t d« g } i } t |t « r| j d|g« nQt |t « r.| j dt |« g« | j |« n| j d|g« |s|rt | j « dv r d| t j j < |r.| j d« d| t j j < |r.| j d« d| t j j < |r| j d |g« | r| j d
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Compare a vector or element ``input`` with the other vectors in a vector set ``key``.
|
|
``with_scores`` sets if similarity scores should be returned for each element in the result.
|
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``with_attribs`` ``with_attribs`` sets if the results should be returned with the
|
attributes of the elements in the result, or None when no attributes are present.
|
|
``count`` sets the number of results to return.
|
|
``ef`` sets the exploration factor.
|
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``filter`` sets the filter that should be applied for the search.
|
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``filter_ef`` sets the max filtering effort.
|
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``truth`` when enabled, forces the command to perform a linear scan.
|
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``no_thread`` when enabled forces the command to execute the search
|
on the data structure in the main thread.
|
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``epsilon`` floating point between 0 and 1, if specified will return
|
only elements with distance no further than the specified one.
|
|
For more information, see https://redis.io/commands/vsim.
|
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|
Get the dimension of a vector set.
|
|
In the case of vectors that were populated using the `REDUCE`
|
option, for random projection, the vector set will report the size of
|
the projected (reduced) dimension.
|
|
Raises `redis.exceptions.ResponseError` if the vector set doesn't exist.
|
|
For more information, see https://redis.io/commands/vdim.
|
)rL ÚVDIM_CMD©rN r1 s r' ÚvdimzVectorSetCommands.vdimÝ s ð ×#Ñ#¤H¨cÓ2Ð2r& c ó. | j t |« S )zõ
|
Get the cardinality(the number of elements) of a vector set with key ``key``.
|
|
Raises `redis.exceptions.ResponseError` if the vector set doesn't exist.
|
|
For more information, see https://redis.io/commands/vcard.
|
)rL Ú VCARD_CMDrm s r' ÚvcardzVectorSetCommands.vcardë s ð ×#Ñ#¤I¨sÓ3Ð3r& c ó0 | j t ||« S )zy
|
Remove an element from a vector set.
|
|
For more information, see https://redis.io/commands/vrem.
|
)rL ÚVREM_CMD©rN r1 r3 s r' ÚvremzVectorSetCommands.vremõ s ð ×#Ñ#¤H¨c°7Ó;Ð;r& Úrawc ó\ i }g }|j ||g« t | j « dv r d|t j j
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Get the approximated vector of an element ``element`` from vector set ``key``.
|
|
``raw`` is a boolean flag that indicates whether to return the
|
internal representation used by the vector.
|
|
|
For more information, see https://redis.io/commands/vemb.
|
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|
BFÔ(×7Ñ7×=Ñ=Ñ>à26GÔ$×(Ñ(×.Ñ.Ñ /à#t×#Ñ#¤HÐA¨vÒA¸ÑAÐAr& c óÄ i }g }|j ||g« |r.|j d« d|t j j < | j
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|
Returns the neighbors for each level the element ``element`` exists in the vector set ``key``.
|
|
The result is a list of lists, where each list contains the neighbors for one level.
|
If the element does not exist, or if the vector set does not exist, None is returned.
|
|
If the ``WITHSCORES`` option is provided, the result is a list of dicts,
|
where each dict contains the neighbors for one level, with the scores as values.
|
|
For more information, see https://redis.io/commands/vlinks
|
r+ T)rC rG r) r+ rH rL Ú
|
VLINKS_CMD)rN r1 r3 rT ri rO s r' ÚvlinkszVectorSetCommands.vlinks' sa ð* ØØ sGnÔ%á Ø MM,Ô 'Ø9=GÔ$×/Ñ/×5Ñ5Ñ 6à#t×#Ñ#¤JÐC°ÒC¸7ÑCÐCr& c ó. | j t |« S )zy
|
Get information about a vector set.
|
|
For more information, see https://redis.io/commands/vinfo.
|
)rL Ú VINFO_CMDrm s r' ÚvinfozVectorSetCommands.vinfoF s ð ×#Ñ#¤I¨sÓ3Ð3r& c ó |d}n(t |t « rt j |« }n|}| j t
|
|||« S )zÁ
|
Associate or remove JSON attributes ``attributes`` of element ``element``
|
for vector set ``key``.
|
|
For more information, see https://redis.io/commands/vsetattr
|
z{})rD rI rJ rK rL Ú VSETATTR_CMD)rN r1 r3 r8 rQ s r' ÚvsetattrzVectorSetCommands.vsetattrN sC ð Ð Ø "OÜ
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Retrieve the JSON attributes of an element ``element `` for vector set ``key``.
|
|
If the element does not exist, or if the vector set does not exist, None is
|
returned.
|
|
For more information, see https://redis.io/commands/vgetattr.
|
)rL Ú VGETATTR_CMDrt s r' ÚvgetattrzVectorSetCommands.vgetattra s ð ×#Ñ#¤L°#°wÓ?Ð?r& c ó| g }|j |« ||j |« | j t g|¢ S )a
|
Returns random elements from a vector set ``key``.
|
|
``count`` is the number of elements to return.
|
If ``count`` is not provided, a single element is returned as a single string.
|
If ``count`` is positive(smaller than the number of elements
|
in the vector set), the command returns a list with up to ``count``
|
distinct elements from the vector set
|
If ``count`` is negative, the command returns a list with ``count`` random elements,
|
potentially with duplicates.
|
If ``count`` is greater than the number of elements in the vector set,
|
only the entire set is returned as a list.
|
|
If the vector set does not exist, ``None`` is returned.
|
|
For more information, see https://redis.io/commands/vrandmember.
|
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