@qdrant/js-client-rest
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This repository contains the REST client for the [Qdrant](https://github.com/qdrant/qdrant) vector search engine.
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JavaScript
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g="1.15.0",C={parseVersion(t){if(!t)throw new Error("Version is null");let e,o;if([e,o]=t.split(".",2),e=parseInt(e,10),o=parseInt(o,10),isNaN(e)||isNaN(o))throw new Error(`Unable to parse version, expected format: x.y[.z], found: ${t}`);return{major:e,minor:o}},isCompatible(t,e){if(!t||!e)return console.debug(`Unable to compare versions with null values. Client: ${t}, Server: ${e}`),!1;if(t===e)return!0;try{const o=C.parseVersion(t),r=C.parseVersion(e);return o.major===r.major&&Math.abs(o.minor-r.minor)<=1}catch(t){return console.debug(`Unable to compare versions: ${t}`),!1}}};exports.QdrantClient=class{constructor({url:t,host:e,apiKey:o,https:r,prefix:n,port:a=6333,timeout:s=3e5,checkCompatibility:i=!0,...c}={}){if(this._https=r??"string"==typeof o,this._scheme=this._https?"https":"http",this._prefix=n??"",this._prefix.length>0&&!this._prefix.startsWith("/")&&(this._prefix=`/${this._prefix}`),t&&e)throw new _(`Only one of \`url\`, \`host\` params can be set. Url is ${t}, host is ${e}`);if(e&&(e.startsWith("http://")||e.startsWith("https://")||/:\d+$/.test(e)))throw new _("The `host` param is not expected to contain neither protocol (http:// or https://) nor port (:6333).\nTry to use the `url` parameter instead.");if(t){if(!t.startsWith("http://")&&!t.startsWith("https://"))throw new _("The `url` param expected to contain a valid URL starting with a protocol (http:// or https://).");const e=new URL(t);if(this._host=e.hostname,this._port=e.port?Number(e.port):a,this._scheme=e.protocol.replace(":",""),this._prefix.length>0&&"/"!==e.pathname)throw new _(`Prefix can be set either in \`url\` or in \`prefix\`.\nurl is ${t}, prefix is ${e.pathname}`)}else this._port=a,this._host=e??"127.0.0.1";const l=new Headers([["user-agent","qdrant-js/"+String(g)]]),h=c.headers??{};Object.keys(h).forEach((t=>{h[t]&&l.set(t,String(h[t]))})),"string"==typeof o&&("http"===this._scheme&&console.warn("Api key is used with unsecure connection."),l.set("api-key",o));const p=this._port?`${this._host}:${this._port}`:this._host;this._restUri=`${this._scheme}://${p}${this._prefix}`;const d=c.maxConnections,u={headers:l,timeout:s,connections:d};this._openApiClient=f(this._restUri,u),i&&this._openApiClient.root({}).then((t=>{const e=t.data.version;C.isCompatible(g,e)||console.warn(`Client version ${g} is incompatible with server version ${e}. Major versions should match and minor version difference must not exceed 1. Set checkCompatibility=false to skip version check.`)})).catch((()=>{console.warn("Failed to obtain server version. Unable to check client-server compatibility. Set checkCompatibility=false to skip version check.")}))}api(){return this._openApiClient}async searchBatch(t,{searches:e,consistency:r,timeout:n}){return o((await this._openApiClient.searchBatchPoints({collection_name:t,consistency:r,timeout:n,searches:e})).data.result).orThrow("Search batch returned empty")}async search(t,{shard_key:e,vector:r,limit:n=10,offset:a=0,filter:s,params:i,with_payload:c=!0,with_vector:l=!1,score_threshold:h,consistency:p,timeout:d}){return o((await this._openApiClient.searchPoints({collection_name:t,consistency:p,timeout:d,shard_key:e,vector:r,limit:n,offset:a,filter:s,params:i,with_payload:c,with_vector:l,score_threshold:h})).data.result).orThrow("Search returned empty")}async recommendBatch(t,{searches:e,consistency:r,timeout:n}){return o((await this._openApiClient.recommendBatchPoints({collection_name:t,searches:e,consistency:r,timeout:n})).data.result).orElse([])}async recommend_batch(t,{searches:e,consistency:r,timeout:n}){return o((await this._openApiClient.recommendBatchPoints({collection_name:t,searches:e,consistency:r,timeout:n})).data.result).orElse([])}async recommend(t,{shard_key:e,positive:r,negative:n,strategy:a,filter:s,params:i,limit:c=10,offset:l=0,with_payload:h=!0,with_vector:p=!1,score_threshold:d,using:u,lookup_from:m,consistency:_,timeout:y}){return o((await this._openApiClient.recommendPoints({collection_name:t,limit:c,shard_key:e,positive:r,negative:n,strategy:a,filter:s,params:i,offset:l,with_payload:h,with_vector:p,score_threshold:d,using:u,lookup_from:m,consistency:_,timeout:y})).data.result).orThrow("Recommend points API returned empty")}async scroll(t,{shard_key:e,filter:r,consistency:n,timeout:a,limit:s=10,offset:i,with_payload:c=!0,with_vector:l=!1,order_by:h}={}){return o((await this._openApiClient.scrollPoints({collection_name:t,shard_key:e,limit:s,offset:i,filter:r,with_payload:c,with_vector:l,order_by:h,consistency:n,timeout:a})).data.result).orThrow("Scroll points API returned empty")}async count(t,{shard_key:e,filter:r,exact:n=!0,timeout:a}={}){return o((await this._openApiClient.countPoints({collection_name:t,shard_key:e,filter:r,exact:n,timeout:a})).data.result).orThrow("Count points returned empty")}async collectionClusterInfo(t){return o((await this._openApiClient.collectionClusterInfo({collection_name:t})).data.result).orThrow("Collection cluster info returned empty")}async updateVectors(t,{wait:e=!0,ordering:r,points:n,shard_key:a}){return o((await this._openApiClient.updateVectors({collection_name:t,wait:e,ordering:r,points:n,shard_key:a})).data.result).orThrow("Update vectors returned empty")}async deleteVectors(t,{wait:e=!0,ordering:r,points:n,filter:a,vector:s,shard_key:i}){return o((await this._openApiClient.deleteVectors({collection_name:t,wait:e,ordering:r,points:n,filter:a,vector:s,shard_key:i})).data.result).orThrow("Delete vectors returned empty")}async searchPointGroups(t,{consistency:e,timeout:r,shard_key:n,vector:a,filter:s,params:i,with_payload:c=null,with_vector:l=null,score_threshold:h,group_by:p,group_size:d,limit:u}){return o((await this._openApiClient.searchPointGroups({collection_name:t,consistency:e,timeout:r,shard_key:n,vector:a,filter:s,params:i,with_payload:c,with_vector:l,score_threshold:h,group_by:p,group_size:d,limit:u})).data.result).orThrow("Search point groups returned empty")}async recommendPointGroups(t,{consistency:e,timeout:r,shard_key:n,positive:a,strategy:s,negative:i=[],filter:c,params:l,with_payload:h=null,with_vector:p=null,score_threshold:d,using:u=null,lookup_from:m=null,group_by:_,group_size:y,limit:w}){return o((await this._openApiClient.recommendPointGroups({collection_name:t,consistency:e,timeout:r,shard_key:n,positive:a,negative:i,strategy:s,filter:c,params:l,with_payload:h,with_vector:p,score_threshold:d,using:u,lookup_from:m,group_by:_,group_size:y,limit:w})).data.result).orThrow("Recommend point groups API returned empty")}async upsert(t,{wait:e=!0,ordering:r,...n}){return o((await this._openApiClient.upsertPoints({collection_name:t,wait:e,ordering:r,...n})).data.result).orThrow("Upsert returned empty")}async retrieve(t,{shard_key:e,ids:r,with_payload:n=!0,with_vector:a,consistency:s,timeout:i}){return o((await this._openApiClient.getPoints({collection_name:t,shard_key:e,ids:r,with_payload:n,with_vector:a,consistency:s,timeout:i})).data.result).orThrow("Retrieve API returned empty")}async delete(t,{wait:e,ordering:r,...n}){return o((await this._openApiClient.deletePoints({collection_name:t,wait:e,ordering:r,...n})).data.result).orThrow("Delete points returned empty")}async setPayload(t,{payload:e,points:r,filter:n,shard_key:a,key:s,ordering:i,wait:c=!0}){return o((await this._openApiClient.setPayload({collection_name:t,payload:e,points:r,filter:n,shard_key:a,key:s,wait:c,ordering:i})).data.result).orThrow("Set payload returned empty")}async overwritePayload(t,{ordering:e,payload:r,points:n,filter:a,shard_key:s,key:i,wait:c=!0}){return o((await this._openApiClient.overwritePayload({collection_name:t,payload:r,points:n,filter:a,shard_key:s,key:i,wait:c,ordering:e})).data.result).orThrow("Overwrite payload returned empty")}async deletePayload(t,{ordering:e,keys:r,points:n,filter:a,shard_key:s,wait:i=!0}){return o((await this._openApiClient.deletePayload({collection_name:t,keys:r,points:n,filter:a,shard_key:s,wait:i,ordering:e})).data.result).orThrow("Delete payload returned empty")}async clearPayload(t,{ordering:e,wait:r=!0,...n}){return o((await this._openApiClient.clearPayload({collection_name:t,wait:r,ordering:e,...n})).data.result).orThrow("Clear payload returned empty")}async updateCollectionAliases({actions:t,timeout:e}){return o((await this._openApiClient.updateAliases({actions:t,timeout:e})).data.result).orThrow("Update aliases returned empty")}async getCollectionAliases(t){return o((await this._openApiClient.getCollectionAliases({collection_name:t})).data.result).orThrow("Get collection aliases returned empty")}async getAliases(){return o((await this._openApiClient.getCollectionsAliases({})).data.result).orThrow("Get aliases returned empty")}async getCollections(){return o((await this._openApiClient.getCollections({})).data.result).orThrow("Get collections returned empty")}async getCollection(t){return o((await this._openApiClient.getCollection({collection_name:t})).data.result).orThrow("Get collection returned empty")}async updateCollection(t,e){return o((await this._openApiClient.updateCollection({collection_name:t,...e})).data.result).orThrow("Update collection returned empty")}async deleteCollection(t,e){return o((await this._openApiClient.deleteCollection({collection_name:t,...e})).data.result).orThrow("Delete collection returned empty")}async createCollection(t,{timeout:e,vectors:r,hnsw_config:n,init_from:a,on_disk_payload:s,optimizers_config:i,quantization_config:c,replication_factor:l,shard_number:h,sharding_method:p,wal_config:d,write_consistency_factor:u,sparse_vectors:m,strict_mode_config:_}){return o((await this._openApiClient.createCollection({collection_name:t,timeout:e,vectors:r,hnsw_config:n,init_from:a,on_disk_payload:s,optimizers_config:i,quantization_config:c,replication_factor:l,shard_number:h,sharding_method:p,wal_config:d,write_consistency_factor:u,sparse_vectors:m,strict_mode_config:_})).data.result).orThrow("Create collection returned empty")}async recreateCollection(t,{timeout:e,vectors:r,hnsw_config:n,init_from:a,on_disk_payload:s,optimizers_config:i,quantization_config:c,replication_factor:l,shard_number:h,sharding_method:p,wal_config:d,write_consistency_factor:u,sparse_vectors:m,strict_mode_config:_}){o(await this._openApiClient.deleteCollection({collection_name:t,timeout:e})).get("ok").orThrow("Delete collection returned failed");return o(await this._openApiClient.createCollection({collection_name:t,timeout:e,vectors:r,hnsw_config:n,init_from:a,on_disk_payload:s,optimizers_config:i,quantization_config:c,replication_factor:l,shard_number:h,sharding_method:p,wal_config:d,write_consistency_factor:u,sparse_vectors:m,strict_mode_config:_})).orThrow("Create collection returned empty")}async createPayloadIndex(t,{wait:e,ordering:r,field_name:n,field_schema:a}){return o((await this._openApiClient.createFieldIndex({collection_name:t,field_name:n,field_schema:a,wait:e,ordering:r})).data.result).orThrow("Create field index returned empty")}async deletePayloadIndex(t,e,{wait:r=!0,ordering:n}={}){return o((await this._openApiClient.deleteFieldIndex({collection_name:t,field_name:e,wait:r,ordering:n})).data.result).orThrow("Delete field index returned empty")}async listSnapshots(t){return o((await this._openApiClient.listSnapshots({collection_name:t})).data.result).orThrow("List snapshots API returned empty")}async createSnapshot(t,e){return o((await this._openApiClient.createSnapshot({collection_name:t,...e})).data.result).orNull()}async deleteSnapshot(t,e,r){return o((await this._openApiClient.deleteSnapshot({collection_name:t,snapshot_name:e,...r})).data.result).orThrow("Delete snapshot API returned empty")}async listFullSnapshots(){return o((await this._openApiClient.listFullSnapshots({})).data.result).orThrow("List full snapshots API returned empty")}async createFullSnapshot(t){return o((await this._openApiClient.createFullSnapshot(t??{})).data.result).orThrow("Create full snapshot API returned empty")}async deleteFullSnapshot(t,e){return o((await this._openApiClient.deleteFullSnapshot({snapshot_name:t,...e})).data.result).orThrow("Delete full snapshot API returned empty")}async recoverSnapshot(t,{location:e,priority:r,checksum:n,api_key:a}){return o((await this._openApiClient.recoverFromSnapshot({collection_name:t,location:e,priority:r,checksum:n,api_key:a})).data.result).orThrow("Recover from snapshot API returned empty")}async lockStorage(t){return o((await this._openApiClient.postLocks({write:!0,error_message:t})).data.result).orThrow("Lock storage returned empty")}async unlockStorage(){return o((await this._openApiClient.postLocks({write:!1})).data.result).orThrow("Post locks returned empty")}async getLocks(){return o((await this._openApiClient.getLocks({})).data.result).orThrow("Get locks returned empty")}async batchUpdate(t,{wait:e=!0,ordering:r,...n}){return o((await this._openApiClient.batchUpdate({collection_name:t,wait:e,ordering:r,...n})).data.result).orThrow("Batch update returned empty")}async recoverShardFromSnapshot(t,e,{wait:r=!0,...n}){return o((await this._openApiClient.recoverShardFromSnapshot({collection_name:t,shard_id:e,wait:r,...n})).data.result).orThrow("Recover shard from snapshot returned empty")}async listShardSnapshots(t,e){return o((await this._openApiClient.listShardSnapshots({collection_name:t,shard_id:e})).data.result).orThrow("List shard snapshots returned empty")}async createShardSnapshot(t,e,{wait:r=!0}){return o((await this._openApiClient.createShardSnapshot({collection_name:t,shard_id:e,wait:r})).data.result).orThrow("Create shard snapshot returned empty")}async deleteShardSnapshot(t,e,r,{wait:n=!0}){return o((await this._openApiClient.deleteShardSnapshot({collection_name:t,shard_id:e,snapshot_name:r,wait:n})).data.result).orThrow("Create shard snapshot returned empty")}async createShardKey(t,{shard_key:e,shards_number:r,replication_factor:n,placement:a,timeout:s}){return o((await this._openApiClient.createShardKey({collection_name:t,shard_key:e,shards_number:r,replication_factor:n,placement:a,timeout:s})).data.result).orThrow("Create shard key returned empty")}async deleteShardKey(t,{shard_key:e,timeout:r}){return o((await this._openApiClient.deleteShardKey({collection_name:t,shard_key:e,timeout:r})).data.result).orThrow("Create shard key returned empty")}async discoverPoints(t,{consistency:e,timeout:r,shard_key:n,target:a,context:s,params:i,limit:c,offset:l,with_payload:h,with_vector:p,using:d,lookup_from:u}){return o((await this._openApiClient.discoverPoints({collection_name:t,consistency:e,timeout:r,shard_key:n,target:a,context:s,params:i,limit:c,offset:l,with_payload:h,with_vector:p,using:d,lookup_from:u})).data.result).orThrow("Discover points returned empty")}async discoverBatchPoints(t,{consistency:e,timeout:r,searches:n}){return o((await this._openApiClient.discoverBatchPoints({collection_name:t,consistency:e,timeout:r,searches:n})).data.result).orThrow("Discover batch points returned empty")}async versionInfo(){return o((await this._openApiClient.root({})).data).orThrow("Version Info returned empty")}async collectionExists(t){return o((await this._openApiClient.collectionExists({collection_name:t})).data.result).orThrow("Collection exists returned empty")}async query(t,{consistency:e,timeout:r,shard_key:n,prefetch:a,query:s,using:i,filter:c,params:l,score_threshold:h,limit:p,offset:d,with_vector:u,with_payload:m,lookup_from:_}){return o((await this._openApiClient.queryPoints({collection_name:t,consistency:e,timeout:r,shard_key:n,prefetch:a,query:s,using:i,filter:c,params:l,score_threshold:h,limit:p,offset:d,with_vector:u,with_payload:m,lookup_from:_})).data.result).orThrow("Query points returned empty")}async queryBatch(t,{consistency:e,timeout:r,searches:n}){return o((await this._openApiClient.queryBatchPoints({collection_name:t,consistency:e,timeout:r,searches:n})).data.result).orThrow("Query points returned empty")}async queryGroups(t,{consistency:e,timeout:r,shard_key:n,prefetch:a,query:s,using:i,filter:c,params:l,score_threshold:h,with_vector:p,with_payload:d,group_by:u,group_size:m,limit:_,with_lookup:y}){return o((await this._openApiClient.queryPointsGroups({collection_name:t,consistency:e,timeout:r,shard_key:n,prefetch:a,query:s,using:i,filter:c,params:l,score_threshold:h,with_vector:p,with_payload:d,group_by:u,group_size:m,limit:_,with_lookup:y})).data.result).orThrow("Query groups returned empty")}async facet(t,{consistency:e,timeout:r,shard_key:n,key:a,limit:s,filter:i,exact:c}){return o((await this._openApiClient.facet({collection_name:t,consistency:e,timeout:r,shard_key:n,key:a,limit:s,filter:i,exact:c})).data.result).orThrow("Facet returned empty")}async searchMatrixPairs(t,{consistency:e,timeout:r,shard_key:n,filter:a,sample:s,limit:i,using:c}){return o((await this._openApiClient.searchMatrixPairs({collection_name:t,consistency:e,timeout:r,shard_key:n,filter:a,sample:s,limit:i,using:c})).data.result).orThrow("Search points matrix pairs returned empty")}async searchMatrixOffsets(t,{consistency:e,timeout:r,shard_key:n,filter:a,sample:s,limit:i,using:c}){return o((await this._openApiClient.searchMatrixOffsets({collection_name:t,consistency:e,timeout:r,shard_key:n,filter:a,sample:s,limit:i,using:c})).data.result).orThrow("Search points matrix offsets returned empty")}},exports.QdrantClientConfigError=_,exports.QdrantClientResourceExhaustedError=w,exports.QdrantClientTimeoutError=y,exports.QdrantClientUnexpectedResponseError=m;