V1.12.0

examples/node-js-basic/package.json

@@ -15,6 +15,6 @@
     "author": "Qdrant Team",
     "license": "Apache-2.0",
     "dependencies": {
-        "@qdrant/qdrant-js": "^1.11.0"
+        "@qdrant/qdrant-js": "^1.12.0"
     }
 }

packages/js-client-grpc/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @qdrant/js-client-grpc
 
+## 1.12.0
+
+### Minor Changes
+
+-   Qdrant v1.12.0 API
+
 ## 1.11.0
 
 ### Minor Changes

packages/js-client-grpc/package.json

@@ -1,6 +1,6 @@
 {
     "name": "@qdrant/js-client-grpc",
-    "version": "1.11.0",
+    "version": "1.12.0",
     "engines": {
         "node": ">=18.0.0",
         "pnpm": ">=8"

packages/js-client-grpc/proto/collections.proto

@@ -310,6 +310,18 @@ enum ShardingMethod {
   Custom = 1; // Shard by user-defined key
 }
 
+message StrictModeConfig {
+  optional bool enabled = 1;
+  optional uint32 max_query_limit = 2;
+  optional uint32 max_timeout = 3;
+  optional bool unindexed_filtering_retrieve = 4;
+  optional bool unindexed_filtering_update = 5;
+
+  optional uint32 search_max_hnsw_ef = 6;
+  optional bool search_allow_exact  = 7;
+  optional float search_max_oversampling  = 8;
+}
+
 message CreateCollection {
   string collection_name = 1; // Name of the collection
   reserved 2; // Deprecated
@@ -327,6 +339,7 @@ message CreateCollection {
   optional QuantizationConfig quantization_config = 14; // Quantization configuration of vector
   optional ShardingMethod sharding_method = 15; // Sharding method
   optional SparseVectorConfig sparse_vectors_config = 16; // Configuration for sparse vectors
+  optional StrictModeConfig strict_mode_config = 17; // Configuration for strict mode
 }
 
 message UpdateCollection {
@@ -376,6 +389,7 @@ message CollectionConfig {
   OptimizersConfigDiff optimizer_config = 3; // Configuration of the optimizers
   WalConfigDiff wal_config = 4; // Configuration of the Write-Ahead-Log
   optional QuantizationConfig quantization_config = 5; // Configuration of the vector quantization
+  optional StrictModeConfig strict_mode_config = 6; // Configuration of strict mode.
 }
 
 enum TokenizerType {
@@ -392,8 +406,8 @@ message KeywordIndexParams {
 }
 
 message IntegerIndexParams {
-  bool lookup = 1; // If true - support direct lookups.
-  bool range = 2; // If true - support ranges filters.
+  optional bool lookup = 1; // If true - support direct lookups.
+  optional bool range = 2; // If true - support ranges filters.
   optional bool is_principal = 3; // If true - use this key to organize storage of the collection data. This option assumes that this key will be used in majority of filtered requests.
   optional bool on_disk = 4; // If true - store index on disk.
 }
@@ -411,6 +425,7 @@ message TextIndexParams {
   optional bool lowercase = 2; // If true - all tokens will be lowercase
   optional uint64 min_token_len = 3; // Minimal token length
   optional uint64 max_token_len = 4; // Maximal token length
+  optional bool on_disk = 5; // If true - store index on disk.
 }
 
 message BoolIndexParams {

packages/js-client-grpc/proto/points.proto

@@ -589,17 +589,58 @@ message QueryPointGroups {
   optional ShardKeySelector shard_key_selector = 17; // Specify in which shards to look for the points, if not specified - look in all shards
 }
 
+message FacetCounts {
+    string collection_name = 1; // Name of the collection
+    string key = 2; // Payload key of the facet
+    optional Filter filter = 3; // Filter conditions - return only those points that satisfy the specified conditions.
+    optional uint64 limit = 4; // Max number of facets. Default is 10.
+    optional bool exact = 5; // If true, return exact counts, slower but useful for debugging purposes. Default is false.
+    optional uint64 timeout = 6; // If set, overrides global timeout setting for this request. Unit is seconds.
+    optional ReadConsistency read_consistency = 7; // Options for specifying read consistency guarantees
+    optional ShardKeySelector shard_key_selector = 8; // Specify in which shards to look for the points, if not specified - look in all shards
+}
+
 message FacetValue {
     oneof variant {
         string string_value = 1; // String value from the facet
+        int64 integer_value = 2; // Integer value from the facet
     }
 }
 
-message FacetValueHit {
+message FacetHit {
     FacetValue value = 1; // Value from the facet
     uint64 count = 2; // Number of points with this value
 }
 
+message SearchMatrixPoints {
+  string collection_name = 1; // Name of the collection
+  optional Filter filter = 2; // Filter conditions - return only those points that satisfy the specified conditions.
+  optional uint64 sample = 3; // How many points to select and search within. Default is 10.
+  optional uint64 limit = 4; // How many neighbours per sample to find. Default is 3.
+  optional string using = 5; // Define which vector to use for querying. If missing, the default vector is is used.
+  optional uint64 timeout = 6; // If set, overrides global timeout setting for this request. Unit is seconds.
+  optional ReadConsistency read_consistency = 7; // Options for specifying read consistency guarantees
+  optional ShardKeySelector shard_key_selector = 8; // Specify in which shards to look for the points, if not specified - look in all shards
+}
+
+message SearchMatrixPairs {
+  repeated SearchMatrixPair pairs = 1; // List of pairs of points with scores
+}
+
+message SearchMatrixPair {
+  PointId a = 1; // first id of the pair
+  PointId b = 2; // second id of the pair
+  float score = 3; // score of the pair
+}
+
+message SearchMatrixOffsets {
+  repeated uint64 offsets_row = 1; // Row indices of the matrix
+  repeated uint64 offsets_col = 2; // Column indices of the matrix
+  repeated float scores = 3; // Scores associated with matrix coordinates
+  repeated PointId ids = 4; // Ids of the points in order
+}
+
+
 message PointsUpdateOperation {
   message PointStructList {
     repeated PointStruct points = 1;
@@ -814,6 +855,21 @@ message UpdateBatchResponse {
   double time = 2; // Time spent to process
 }
 
+message FacetResponse {
+    repeated FacetHit hits = 1;
+    double time = 2; // Time spent to process
+}
+
+message SearchMatrixPairsResponse {
+  SearchMatrixPairs result = 1;
+  double time = 2; // Time spent to process
+}
+
+message SearchMatrixOffsetsResponse {
+  SearchMatrixOffsets result = 1;
+  double time = 2; // Time spent to process
+}
+
 // ---------------------------------------------
 // ------------- Filter Conditions -------------
 // ---------------------------------------------

packages/js-client-grpc/proto/points_service.proto

@@ -121,4 +121,16 @@ service Points {
   Universally query points in a group fashion. This endpoint covers all capabilities of search, recommend, discover, filters. But also enables hybrid and multi-stage queries.
   */
   rpc QueryGroups (QueryPointGroups) returns (QueryGroupsResponse) {}
+  /*
+  Perform facet counts. For each value in the field, count the number of points that have this value and match the conditions.
+  */
+  rpc Facet (FacetCounts) returns (FacetResponse) {}
+  /*
+  Compute distance matrix for sampled points with a pair based output format
+  */
+  rpc SearchMatrixPairs (SearchMatrixPoints) returns (SearchMatrixPairsResponse) {}
+  /*
+  Compute distance matrix for sampled points with an offset based output format
+  */
+  rpc SearchMatrixOffsets (SearchMatrixPoints) returns (SearchMatrixOffsetsResponse) {}
 }

packages/js-client-grpc/src/proto/collections_pb.ts

@@ -1875,6 +1875,85 @@ export class QuantizationConfigDiff extends Message<QuantizationConfigDiff> {
   }
 }
 
+/**
+ * @generated from message qdrant.StrictModeConfig
+ */
+export class StrictModeConfig extends Message<StrictModeConfig> {
+  /**
+   * @generated from field: optional bool enabled = 1;
+   */
+  enabled?: boolean;
+
+  /**
+   * @generated from field: optional uint32 max_query_limit = 2;
+   */
+  maxQueryLimit?: number;
+
+  /**
+   * @generated from field: optional uint32 max_timeout = 3;
+   */
+  maxTimeout?: number;
+
+  /**
+   * @generated from field: optional bool unindexed_filtering_retrieve = 4;
+   */
+  unindexedFilteringRetrieve?: boolean;
+
+  /**
+   * @generated from field: optional bool unindexed_filtering_update = 5;
+   */
+  unindexedFilteringUpdate?: boolean;
+
+  /**
+   * @generated from field: optional uint32 search_max_hnsw_ef = 6;
+   */
+  searchMaxHnswEf?: number;
+
+  /**
+   * @generated from field: optional bool search_allow_exact = 7;
+   */
+  searchAllowExact?: boolean;
+
+  /**
+   * @generated from field: optional float search_max_oversampling = 8;
+   */
+  searchMaxOversampling?: number;
+
+  constructor(data?: PartialMessage<StrictModeConfig>) {
+    super();
+    proto3.util.initPartial(data, this);
+  }
+
+  static readonly runtime: typeof proto3 = proto3;
+  static readonly typeName = "qdrant.StrictModeConfig";
+  static readonly fields: FieldList = proto3.util.newFieldList(() => [
+    { no: 1, name: "enabled", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
+    { no: 2, name: "max_query_limit", kind: "scalar", T: 13 /* ScalarType.UINT32 */, opt: true },
+    { no: 3, name: "max_timeout", kind: "scalar", T: 13 /* ScalarType.UINT32 */, opt: true },
+    { no: 4, name: "unindexed_filtering_retrieve", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
+    { no: 5, name: "unindexed_filtering_update", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
+    { no: 6, name: "search_max_hnsw_ef", kind: "scalar", T: 13 /* ScalarType.UINT32 */, opt: true },
+    { no: 7, name: "search_allow_exact", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
+    { no: 8, name: "search_max_oversampling", kind: "scalar", T: 2 /* ScalarType.FLOAT */, opt: true },
+  ]);
+
+  static fromBinary(bytes: Uint8Array, options?: Partial<BinaryReadOptions>): StrictModeConfig {
+    return new StrictModeConfig().fromBinary(bytes, options);
+  }
+
+  static fromJson(jsonValue: JsonValue, options?: Partial<JsonReadOptions>): StrictModeConfig {
+    return new StrictModeConfig().fromJson(jsonValue, options);
+  }
+
+  static fromJsonString(jsonString: string, options?: Partial<JsonReadOptions>): StrictModeConfig {
+    return new StrictModeConfig().fromJsonString(jsonString, options);
+  }
+
+  static equals(a: StrictModeConfig | PlainMessage<StrictModeConfig> | undefined, b: StrictModeConfig | PlainMessage<StrictModeConfig> | undefined): boolean {
+    return proto3.util.equals(StrictModeConfig, a, b);
+  }
+}
+
 /**
  * @generated from message qdrant.CreateCollection
  */
@@ -1977,6 +2056,13 @@ export class CreateCollection extends Message<CreateCollection> {
    */
   sparseVectorsConfig?: SparseVectorConfig;
 
+  /**
+   * Configuration for strict mode
+   *
+   * @generated from field: optional qdrant.StrictModeConfig strict_mode_config = 17;
+   */
+  strictModeConfig?: StrictModeConfig;
+
   constructor(data?: PartialMessage<CreateCollection>) {
     super();
     proto3.util.initPartial(data, this);
@@ -1999,6 +2085,7 @@ export class CreateCollection extends Message<CreateCollection> {
     { no: 14, name: "quantization_config", kind: "message", T: QuantizationConfig, opt: true },
     { no: 15, name: "sharding_method", kind: "enum", T: proto3.getEnumType(ShardingMethod), opt: true },
     { no: 16, name: "sparse_vectors_config", kind: "message", T: SparseVectorConfig, opt: true },
+    { no: 17, name: "strict_mode_config", kind: "message", T: StrictModeConfig, opt: true },
   ]);
 
   static fromBinary(bytes: Uint8Array, options?: Partial<BinaryReadOptions>): CreateCollection {
@@ -2404,6 +2491,13 @@ export class CollectionConfig extends Message<CollectionConfig> {
    */
   quantizationConfig?: QuantizationConfig;
 
+  /**
+   * Configuration of strict mode.
+   *
+   * @generated from field: optional qdrant.StrictModeConfig strict_mode_config = 6;
+   */
+  strictModeConfig?: StrictModeConfig;
+
   constructor(data?: PartialMessage<CollectionConfig>) {
     super();
     proto3.util.initPartial(data, this);
@@ -2417,6 +2511,7 @@ export class CollectionConfig extends Message<CollectionConfig> {
     { no: 3, name: "optimizer_config", kind: "message", T: OptimizersConfigDiff },
     { no: 4, name: "wal_config", kind: "message", T: WalConfigDiff },
     { no: 5, name: "quantization_config", kind: "message", T: QuantizationConfig, opt: true },
+    { no: 6, name: "strict_mode_config", kind: "message", T: StrictModeConfig, opt: true },
   ]);
 
   static fromBinary(bytes: Uint8Array, options?: Partial<BinaryReadOptions>): CollectionConfig {
@@ -2490,16 +2585,16 @@ export class IntegerIndexParams extends Message<IntegerIndexParams> {
   /**
    * If true - support direct lookups.
    *
-   * @generated from field: bool lookup = 1;
+   * @generated from field: optional bool lookup = 1;
    */
-  lookup = false;
+  lookup?: boolean;
 
   /**
    * If true - support ranges filters.
    *
-   * @generated from field: bool range = 2;
+   * @generated from field: optional bool range = 2;
    */
-  range = false;
+  range?: boolean;
 
   /**
    * If true - use this key to organize storage of the collection data. This option assumes that this key will be used in majority of filtered requests.
@@ -2523,8 +2618,8 @@ export class IntegerIndexParams extends Message<IntegerIndexParams> {
   static readonly runtime: typeof proto3 = proto3;
   static readonly typeName = "qdrant.IntegerIndexParams";
   static readonly fields: FieldList = proto3.util.newFieldList(() => [
-    { no: 1, name: "lookup", kind: "scalar", T: 8 /* ScalarType.BOOL */ },
-    { no: 2, name: "range", kind: "scalar", T: 8 /* ScalarType.BOOL */ },
+    { no: 1, name: "lookup", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
+    { no: 2, name: "range", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
     { no: 3, name: "is_principal", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
     { no: 4, name: "on_disk", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
   ]);
@@ -2656,6 +2751,13 @@ export class TextIndexParams extends Message<TextIndexParams> {
    */
   maxTokenLen?: bigint;
 
+  /**
+   * If true - store index on disk.
+   *
+   * @generated from field: optional bool on_disk = 5;
+   */
+  onDisk?: boolean;
+
   constructor(data?: PartialMessage<TextIndexParams>) {
     super();
     proto3.util.initPartial(data, this);
@@ -2668,6 +2770,7 @@ export class TextIndexParams extends Message<TextIndexParams> {
     { no: 2, name: "lowercase", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
     { no: 3, name: "min_token_len", kind: "scalar", T: 4 /* ScalarType.UINT64 */, opt: true },
     { no: 4, name: "max_token_len", kind: "scalar", T: 4 /* ScalarType.UINT64 */, opt: true },
+    { no: 5, name: "on_disk", kind: "scalar", T: 8 /* ScalarType.BOOL */, opt: true },
   ]);
 
   static fromBinary(bytes: Uint8Array, options?: Partial<BinaryReadOptions>): TextIndexParams {