add vector operation:

delete
update
upsert

lib/interface/vectors/delete-result.ts

@@ -0,0 +1 @@
+export interface DeleteResult {}

lib/interface/vectors/delete.ts

@@ -0,0 +1,6 @@
+export interface Delete {
+  ids?: string[];
+  deleteAll?: boolean;
+  namespace?: string;
+  filter?: object;
+}

lib/interface/vectors/index.ts

@@ -1,5 +1,11 @@
+export * from './delete';
+export * from './delete-result';
 export * from './fetch';
 export * from './fetch-results';
 export * from './index-stats-results';
 export * from './query';
 export * from './query-results';
+export * from './update';
+export * from './update-result';
+export * from './upsert';
+export * from './upsert-result';

lib/interface/vectors/update-result.ts

@@ -0,0 +1 @@
+export interface UpdateResult {}

lib/interface/vectors/update.ts

@@ -0,0 +1,6 @@
+export interface Update {
+  id: string;
+  values?: number[];
+  setMetadata?: object;
+  namespace?: string;
+}

lib/interface/vectors/upsert-result.ts

@@ -0,0 +1,3 @@
+export interface UpsertResult {
+  upsertedCount: number;
+}

lib/interface/vectors/upsert.ts

@@ -0,0 +1,10 @@
+export interface Vector {
+  id: string;
+  values: number[];
+  metadata?: object;
+}
+
+export interface Upsert {
+  vectors: Vector[];
+  namespace?: string;
+}

lib/service/pinecone.vector.service.ts

@@ -2,13 +2,19 @@ import { Inject, Injectable } from '@nestjs/common';
 import { HttpService } from '@nestjs/axios';
 import { map, Observable } from 'rxjs';
 import {
+  Delete,
+  DeleteResult,
   Fetch,
   FetchResult,
   IndexStatsResult,
   PINECONE_CONFIG,
   PineconeConfig,
   Query,
   QueryResults,
+  Update,
+  UpdateResult,
+  Upsert,
+  UpsertResult,
 } from '../interface';
 
 @Injectable()
@@ -53,14 +59,20 @@ export class PineconeVectorService {
     );
   }
 
-  // TODO...
-  // delete(): Observable<IndexStat> {
-  //   return this.httpService.get<IndexStat>(`/vectors/delete`).pipe(
-  //     map((axiosResponse) => {
-  //       return axiosResponse.data;
-  //     }),
-  //   );
-  // }
+  /**
+   * The Delete operation deletes vectors, by id, from a single namespace. You can delete items by their id, from a single namespace.
+   * @param del
+   * @param index
+   */
+  delete(del: Delete, index?: string): Observable<DeleteResult> {
+    const url = this.indexUrl('/vectors/delete', index);
+
+    return this.httpService.post<DeleteResult>(url, del).pipe(
+      map((axiosResponse) => {
+        return axiosResponse.data;
+      }),
+    );
+  }
 
   /**
    * The Fetch operation looks up and returns vectors, by id, from a single namespace. The returned vectors include the vector data and/or metadata.
@@ -82,20 +94,31 @@ export class PineconeVectorService {
     );
   }
 
-  // TODO...
-  // update(): Observable<IndexStat> {
-  //   return this.httpService.get<IndexStat>(`/describe_index_stats`).pipe(
-  //     map((axiosResponse) => {
-  //       return axiosResponse.data;
-  //     }),
-  //   );
-  // }
-  //
-  // upsert(): Observable<IndexStat> {
-  //   return this.httpService.get<IndexStat>(`/describe_index_stats`).pipe(
-  //     map((axiosResponse) => {
-  //       return axiosResponse.data;
-  //     }),
-  //   );
-  // }
+  /**
+   * The Update operation updates vector in a namespace. If a value is included, it will overwrite the previous value. If a set_metadata is included, the values of the fields specified in it will be added or overwrite the previous value.
+   * @param update
+   * @param index
+   */
+  update(update: Update, index?: string): Observable<UpdateResult> {
+    const url = this.indexUrl('/vectors/update', index);
+    return this.httpService.post<UpdateResult>(url, update).pipe(
+      map((axiosResponse) => {
+        return axiosResponse.data;
+      }),
+    );
+  }
+
+  /**
+   * The Upsert operation writes vectors into a namespace. If a new value is upserted for an existing vector id, it will overwrite the previous value.
+   * @param upsert
+   * @param index
+   */
+  upsert(upsert: Upsert, index?: string): Observable<UpsertResult> {
+    const url = this.indexUrl('/vectors/upsert', index);
+    return this.httpService.post<UpsertResult>(url, upsert).pipe(
+      map((axiosResponse) => {
+        return axiosResponse.data;
+      }),
+    );
+  }
 }

package.json

@@ -1,6 +1,6 @@
 {
   "name": "@nhogs/nestjs-pinecone",
-  "version": "0.0.2",
+  "version": "0.0.3",
   "engines": {
     "node": ">=16.x"
   },