@@ -77,7 +77,7 @@ def vadd(
7777 ``numlinks`` sets the number of links to create for the vector.
7878 If not provided, the default number of links is used.
7979
80- For more information see https://redis.io/commands/vadd
80+ For more information, see https://redis.io/commands/vadd.
8181 """
8282 if not vector or not element :
8383 raise DataError ("Both vector and element must be provided" )
@@ -144,19 +144,19 @@ def vsim(
144144
145145 ``ef`` sets the exploration factor.
146146
147- ``filter`` sets filter that should be applied for the search.
147+ ``filter`` sets the filter that should be applied for the search.
148148
149149 ``filter_ef`` sets the max filtering effort.
150150
151- ``truth`` when enabled forces the command to perform linear scan.
151+ ``truth`` when enabled, forces the command to perform a linear scan.
152152
153153 ``no_thread`` when enabled forces the command to execute the search
154154 on the data structure in the main thread.
155155
156156 ``epsilon`` floating point between 0 and 1, if specified will return
157157 only elements with distance no further than the specified one.
158158
159- For more information see https://redis.io/commands/vsim
159+ For more information, see https://redis.io/commands/vsim.
160160 """
161161
162162 if not input :
@@ -210,7 +210,7 @@ def vdim(self, key: KeyT) -> Union[Awaitable[int], int]:
210210
211211 Raises `redis.exceptions.ResponseError` if the vector set doesn't exist.
212212
213- For more information see https://redis.io/commands/vdim
213+ For more information, see https://redis.io/commands/vdim.
214214 """
215215 return self .execute_command (VDIM_CMD , key )
216216
@@ -220,15 +220,15 @@ def vcard(self, key: KeyT) -> Union[Awaitable[int], int]:
220220
221221 Raises `redis.exceptions.ResponseError` if the vector set doesn't exist.
222222
223- For more information see https://redis.io/commands/vcard
223+ For more information, see https://redis.io/commands/vcard.
224224 """
225225 return self .execute_command (VCARD_CMD , key )
226226
227227 def vrem (self , key : KeyT , element : str ) -> Union [Awaitable [int ], int ]:
228228 """
229229 Remove an element from a vector set.
230230
231- For more information see https://redis.io/commands/vrem
231+ For more information, see https://redis.io/commands/vrem.
232232 """
233233 return self .execute_command (VREM_CMD , key , element )
234234
@@ -242,10 +242,10 @@ def vemb(
242242 Get the approximated vector of an element ``element`` from vector set ``key``.
243243
244244 ``raw`` is a boolean flag that indicates whether to return the
245- interal representation used by the vector.
245+ internal representation used by the vector.
246246
247247
248- For more information see https://redis.io/commands/vembed
248+ For more information, see https://redis.io/commands/vemb.
249249 """
250250 options = {}
251251 pieces = []
@@ -293,7 +293,7 @@ def vlinks(
293293 If the ``WITHSCORES`` option is provided, the result is a list of dicts,
294294 where each dict contains the neighbors for one level, with the scores as values.
295295
296- For more information see https://redis.io/commands/vlinks
296+ For more information, see https://redis.io/commands/vlinks
297297 """
298298 options = {}
299299 pieces = []
@@ -309,7 +309,7 @@ def vinfo(self, key: KeyT) -> Union[Awaitable[dict], dict]:
309309 """
310310 Get information about a vector set.
311311
312- For more information see https://redis.io/commands/vinfo
312+ For more information, see https://redis.io/commands/vinfo.
313313 """
314314 return self .execute_command (VINFO_CMD , key )
315315
@@ -320,7 +320,7 @@ def vsetattr(
320320 Associate or remove JSON attributes ``attributes`` of element ``element``
321321 for vector set ``key``.
322322
323- For more information see https://redis.io/commands/vsetattr
323+ For more information, see https://redis.io/commands/vsetattr
324324 """
325325 if attributes is None :
326326 attributes_json = "{}"
@@ -336,12 +336,12 @@ def vgetattr(
336336 self , key : KeyT , element : str
337337 ) -> Union [Optional [Awaitable [dict ]], Optional [dict ]]:
338338 """
339- Retrieve the JSON attributes of an element ``elemet `` for vector set ``key``.
339+ Retrieve the JSON attributes of an element ``element `` for vector set ``key``.
340340
341341 If the element does not exist, or if the vector set does not exist, None is
342342 returned.
343343
344- For more information see https://redis.io/commands/vgetattr
344+ For more information, see https://redis.io/commands/vgetattr.
345345 """
346346 return self .execute_command (VGETATTR_CMD , key , element )
347347
@@ -365,7 +365,7 @@ def vrandmember(
365365
366366 If the vector set does not exist, ``None`` is returned.
367367
368- For more information see https://redis.io/commands/vrandmember
368+ For more information, see https://redis.io/commands/vrandmember.
369369 """
370370 pieces = []
371371 pieces .append (key )
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