R S9Ul URS[RBR[RDR S9Ul#URS[RHR[RJR S9Ul&URS[RNR[RPR S9Ul)URS[RTR[RVR S9Ul,URS[RZR[R\R S9Ul/URS[R`R[RbR S9Ul2URS[RfR[RhR S9Ul5URS[RlR[RnR S9Ul8URS[RrR[RtR S9Ul;URS[RxR[RzR S9Ul>URS[R~R[RR S9UlAURS[RR[RR S9UlDURS[RR[RR S9UlGURS[RR[RR S9UlJURS[RR[RR S9UlLg)z1Constructor. Args: channel: A grpc.Channel. /qdrant.Points/Upsert)request_serializerresponse_deserializer/qdrant.Points/Delete/qdrant.Points/Get/qdrant.Points/UpdateVectors/qdrant.Points/DeleteVectors/qdrant.Points/SetPayload/qdrant.Points/OverwritePayload/qdrant.Points/DeletePayload/qdrant.Points/ClearPayload/qdrant.Points/CreateFieldIndex/qdrant.Points/DeleteFieldIndex/qdrant.Points/Search/qdrant.Points/SearchBatch/qdrant.Points/SearchGroups/qdrant.Points/Scroll/qdrant.Points/Recommend/qdrant.Points/RecommendBatch/qdrant.Points/RecommendGroups/qdrant.Points/Discover/qdrant.Points/DiscoverBatch/qdrant.Points/Count/qdrant.Points/UpdateBatch/qdrant.Points/Query/qdrant.Points/QueryBatch/qdrant.Points/QueryGroups/qdrant.Points/Facet /qdrant.Points/SearchMatrixPairs"/qdrant.Points/SearchMatrixOffsetsN)M unary_unary points__pb2 UpsertPointsSerializeToStringPointsOperationResponse FromStringUpsert DeletePointsDelete GetPoints GetResponseGetUpdatePointVectors UpdateVectorsDeletePointVectors DeleteVectorsSetPayloadPoints SetPayloadOverwritePayloadDeletePayloadPoints DeletePayloadClearPayloadPoints ClearPayloadCreateFieldIndexCollectionCreateFieldIndexDeleteFieldIndexCollectionDeleteFieldIndex SearchPointsSearchResponseSearchSearchBatchPointsSearchBatchResponse SearchBatchSearchPointGroupsSearchGroupsResponse SearchGroups ScrollPointsScrollResponseScrollRecommendPointsRecommendResponse RecommendRecommendBatchPointsRecommendBatchResponseRecommendBatchRecommendPointGroupsRecommendGroupsResponseRecommendGroupsDiscoverPointsDiscoverResponseDiscoverDiscoverBatchPointsDiscoverBatchResponse DiscoverBatch CountPoints CountResponseCountUpdateBatchPointsUpdateBatchResponse UpdateBatch QueryPoints QueryResponseQueryQueryBatchPointsQueryBatchResponse QueryBatchQueryPointGroupsQueryGroupsResponse QueryGroups FacetCounts FacetResponseFacetSearchMatrixPointsSearchMatrixPairsResponseSearchMatrixPairsSearchMatrixOffsetsResponseSearchMatrixOffsets)selfchannels d/home/james-whalen/.local/lib/python3.13/site-packages/qdrant_client/grpc/points_service_pb2_grpc.py__init__PointsStub.__init__ sj ))'#.#;#;#M#M&1&I&I&T&T* ))'#.#;#;#M#M&1&I&I&T&T* &&$#.#8#8#J#J&1&=&=&H&H' %00.#.#A#A#S#S&1&I&I&T&T1 %00.#.#A#A#S#S&1&I&I&T&T1 "--+#.#?#?#Q#Q&1&I&I&T&T. !( 3 31#.#?#?#Q#Q&1&I&I&T&T!4! %00.#.#B#B#T#T&1&I&I&T&T1 $//-#.#A#A#S#S&1&I&I&T&T0 !( 3 31#.#I#I#[#[&1&I&I&T&T!4! !( 3 31#.#I#I#[#[&1&I&I&T&T!4! ))'#.#;#;#M#M&1&@&@&K&K* #..,#.#@#@#R#R&1&E&E&P&P/ $//-#.#@#@#R#R&1&F&F&Q&Q0 ))'#.#;#;#M#M&1&@&@&K&K* !,,*#.#>#>#P#P&1&C&C&N&N- &11/#.#C#C#U#U&1&H&H&S&S2 '220#.#C#C#U#U&1&I&I&T&T 3   ++)#.#=#=#O#O&1&B&B&M&M, %00.#.#B#B#T#T&1&G&G&R&R1 ((&#.#:#:#L#L&1&?&?&J&J) #..,#.#@#@#R#R&1&E&E&P&P/ ((&#.#:#:#L#L&1&?&?&J&J) "--+#.#?#?#Q#Q&1&D&D&O&O. #..,#.#?#?#Q#Q&1&E&E&P&P/ ((&#.#:#:#L#L&1&?&?&J&J) ")!4!42#.#A#A#S#S&1&K&K&V&V"5" $+#6#64#.#A#A#S#S&1&M&M&X&X$7$ )r>r`r@r0rBr<r7rZr]ror3r:rfrirlrQrTrWrNrErHrKrtrrr9rcr5r.N)__name__ __module__ __qualname____firstlineno____doc__rx__static_attributes__rzrwrrs BQrzrc\rSrSrSrSrSrSrSrSr Sr S r S r S r S rS rSrSrSrSrSrSrSrSrSrSrSrSrSrSrSrSrSr Sr!g )!PointsServicerrcUR[RR5 UR S5 [ S5e)zi Perform insert + updates on points. If a point with a given ID already exists - it will be overwritten. Method not implemented!set_codegrpc StatusCode UNIMPLEMENTED set_detailsNotImplementedErrorrurequestcontexts rwr.PointsServicer.Upsert7 66756!";<PointsServicer.ClearPayloadrrzcUR[RR5 UR S5 [ S5e)z& Create index for field in collection rrrs rwr@PointsServicer.CreateFieldIndexrrzcUR[RR5 UR S5 [ S5e)z# Delete field index for collection rrrs rwrBPointsServicer.DeleteFieldIndexrrzcUR[RR5 UR S5 [ S5ezS Retrieve closest points based on vector similarity and given filtering conditions rrrs rwrEPointsServicer.SearchrrzcUR[RR5 UR S5 [ S5errrs rwrHPointsServicer.SearchBatchrrzcUR[RR5 UR S5 [ S5e)zm Retrieve closest points based on vector similarity and given filtering conditions, grouped by a given field rrrs rwrKPointsServicer.SearchGroups rrzcUR[RR5 UR S5 [ S5e)z% Iterate over all or filtered points rrrs rwrNPointsServicer.ScrollrrzcUR[RR5 UR S5 [ S5ezu Look for the points which are closer to stored positive examples and at the same time further to negative examples. rrrs rwrQPointsServicer.RecommendrrzcUR[RR5 UR S5 [ S5errrs rwrTPointsServicer.RecommendBatch"rrzcUR[RR5 UR S5 [ S5e)z Look for the points which are closer to stored positive examples and at the same time further to negative examples, grouped by a given field rrrs rwrWPointsServicer.RecommendGroups*rrzcUR[RR5 UR S5 [ S5e)a Use context and a target to find the most similar points to the target, constrained by the context. When using only the context (without a target), a special search - called context search - is performed where pairs of points are used to generate a loss that guides the search towards the zone where most positive examples overlap. This means that the score minimizes the scenario of finding a point closer to a negative than to a positive part of a pair. Since the score of a context relates to loss, the maximum score a point can get is 0.0, and it becomes normal that many points can have a score of 0.0. When using target (with or without context), the score behaves a little different: The integer part of the score represents the rank with respect to the context, while the decimal part of the score relates to the distance to the target. The context part of the score for each pair is calculated +1 if the point is closer to a positive than to a negative part of a pair, and -1 otherwise. rrrs rwrZPointsServicer.Discover2s7$ 66756!";<r@rBrErHrKrNrQrTrWrZr]r`rcrfrirlrorrrtrrrzrwrrsB===================,=========rzrc0S[R"UR[RR [R RS9_S[R"UR[RR [R RS9_S[R"UR[RR [RRS9_S[R"UR[RR [R RS9_S[R"UR[R R [R RS9_S[R"UR"[R$R [R RS9_S[R"UR&[R$R [R RS9_S [R"UR([R*R [R RS9_S [R"UR,[R.R [R RS9_S [R"UR0[R2R [R RS9_S [R"UR4[R6R [R RS9_S [R"UR8[R:R [R<RS9_S[R"UR>[R@R [RBRS9_S[R"URD[RFR [RHRS9_S[R"URJ[RLR [RNRS9_S[R"URP[RRR [RTRS9_S[R"URV[RXR [RZRS9_[R"UR\[R^R [R`RS9[R"URb[RdR [RfRS9[R"URh[RjR [RlRS9[R"URn[RpR [RrRS9[R"URt[RvR [RxRS9[R"URz[R|R [R~RS9[R"UR[RR [RRS9[R"UR[RR [RRS9[R"UR[RR [RRS9[R"UR[RR [RRS9[R"UR[RR [RRS9S. En[R"SU5nURU45 g)Nr.)request_deserializerresponse_serializerr0r3r5r7r9r:r<r>r@rBrErHrKrNrQrT) rWrZr]r`rcrfrirlrorrrtz qdrant.Points)Prunary_unary_rpc_method_handlerr.r)r*r-r,r+r0r/r3r1r2r5r4r7r6r9r8r:r<r;r>r=r@r?rBrArErCrDrHrFrGrKrIrJrNrLrMrQrOrPrTrRrSrWrUrVrZrXrYr]r[r\r`r^r_rcrarbrfrdrerirgrhrlrjrkrormrnrrrprqrtrsmethod_handlers_generic_handleradd_generic_rpc_handlers)servicerserverrpc_method_handlersgeneric_handlers rwadd_PointsServicer_to_serverrsM d99OO)4)A)A)L)L(3(K(K(](]M d99OO)4)A)A)L)L(3(K(K(](] M 466LL)4)>)>)I)I(3(?(?(Q(QM T@@**)4)G)G)R)R(3(K(K(](]!M* T@@**)4)G)G)R)R(3(K(K(](]+M4 $=='')4)E)E)P)P(3(K(K(](]5M>  C C--)4)E)E)P)P(3(K(K(](]!?MH T@@**)4)H)H)S)S(3(K(K(](]IMR D??)))4)G)G)R)R(3(K(K(](]SM\  C C--)4)O)O)Z)Z(3(K(K(](]!]Mf  C C--)4)O)O)Z)Z(3(K(K(](]!gMp d99OO)4)A)A)L)L(3(B(B(T(TqMz 4>>(()4)F)F)Q)Q(3(G(G(Y(Y{MD D??)))4)F)F)Q)Q(3(H(H(Z(ZEMN d99OO)4)A)A)L)L(3(B(B(T(TOMX <<&&)4)D)D)O)O(3(E(E(W(WYMb dAA++)4)I)I)T)T(3(J(J(\(\cMl $BB,,)4)I)I)T)T(3(K(K(](]  ;;%%)4)C)C)N)N(3(D(D(V(V "@@**)4)H)H)S)S(3(I(I([([ 88NN)4)@)@)K)K(3(A(A(S(S  >>(()4)F)F)Q)Q(3(G(G(Y(Y 88NN)4)@)@)K)K(3(A(A(S(S =='')4)E)E)P)P(3(F(F(X(X  >>(()4)E)E)P)P(3(G(G(Y(Y 88NN)4)@)@)K)K(3(A(A(S(S "&!D!D..)4)G)G)R)R(3(M(M(_(_" $(#F#F00)4)G)G)R)R(3(O(O(a(a$QM\:: 02O ##_$67rzc\rSrSrSr\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r \S!S j5r \S!S j5r \S!S j5r \S!S j5r \S!S j5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r\S!Sj5r \S!S j5r!Sr"g)"Pointsi&rrNc [RRXS[RR [R RX#XTXgX5 $)Nr )r experimentalr(r)r*r+r,r- rtargetoptionschannel_credentialscall_credentialsinsecure compressionwait_for_readytimeoutmetadatas rwr. Points.Upsert)L  ,,W>U  $ $ 6 6  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr )rrr(r)r/r+r,r-rs rwr0 Points.Delete:rrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r1r+r2r-rs rwr3 Points.GetKsL  ,,W>R  ! ! 3 3  # # . .   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r4r+r,r-rs rwr5Points.UpdateVectors\L  ,,W>\  * * < <  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r6r+r,r-rs rwr7Points.DeleteVectorsmrrzc [RRXS[RR [R RX#XTXgX5 $)Nrrrr(r)r8r+r,r-rs rwr9Points.SetPayload~sL  ,,W>Y  ( ( : :  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nrrrs rwr:Points.OverwritePayloadsL  ,,W>_  ( ( : :  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r;r+r,r-rs rwr<Points.DeletePayloadsL  ,,W>\  + + = =  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r=r+r,r-rs rwr>Points.ClearPayloadsL  ,,W>[  * * < <  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r?r+r,r-rs rwr@Points.CreateFieldIndexL  ,,W>_  2 2 D D  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rAr+r,r-rs rwrBPoints.DeleteFieldIndexrrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rCr+rDr-rs rwrE Points.SearchL  ,,W>U  $ $ 6 6  & & 1 1   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rFr+rGr-rs rwrHPoints.SearchBatchL  ,,W>Z  ) ) ; ;  + + 6 6   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rIr+rJr-rs rwrKPoints.SearchGroupssL  ,,W>[  ) ) ; ;  , , 7 7   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rLr+rMr-rs rwrN Points.Scrollrrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rOr+rPr-rs rwrQPoints.Recommend(sL  ,,W>X  ' ' 9 9  ) ) 4 4   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rRr+rSr-rs rwrTPoints.RecommendBatch9sL  ,,W>]  , , > >  . . 9 9   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rUr+rVr-rs rwrWPoints.RecommendGroupsJsL  ,,W>^  , , > >  / / : :   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)rXr+rYr-rs rwrZPoints.Discover[sL  ,,W>W  & & 8 8  ( ( 3 3   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr)rrr(r)r[r+r\r-rs rwr]Points.DiscoverBatchlsL  ,,W>\  + + = =  - - 8 8   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr )rrr(r)r^r+r_r-rs rwr` Points.Count}L  ,,W>T  # # 5 5  % % 0 0   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr!)rrr(r)rar+rbr-rs rwrcPoints.UpdateBatchrrzc [RRXS[RR [R RX#XTXgX5 $)Nr")rrr(r)rdr+rer-rs rwrf Points.Queryrrzc [RRXS[RR [R RX#XTXgX5 $)Nr#)rrr(r)rgr+rhr-rs rwriPoints.QueryBatchsL  ,,W>Y  ( ( : :  * * 5 5   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr$)rrr(r)rjr+rkr-rs rwrlPoints.QueryGroupssL  ,,W>Z  ( ( : :  + + 6 6   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr%)rrr(r)rmr+rnr-rs rwro Points.Facetrrzc [RRXS[RR [R RX#XTXgX5 $)Nr&)rrr(r)rpr+rqr-rs rwrrPoints.SearchMatrixPairssL  ,,W>`  * * < <  1 1 < <   W X Xrzc [RRXS[RR [R RX#XTXgX5 $)Nr')rrr(r)rpr+rsr-rs rwrtPoints.SearchMatrixOffsetssL  ,,W>b  * * < <  3 3 > >   W X Xrz)rNNFNNNN)#r{r|r}r~r staticmethodr.r0r3r5r7r9r:r<r>r@rBrErHrKrNrQrTrWrZr]r`rcrfrirlrorrrtrrrzrwrr&sCB $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XX  $!XXrzr) rrrr)objectrrrrrrzrwr%sCK 'TTno=Vo=dQ8j]XV]Xrz