From dc8be8740d67d5263c528aeecbd14ada76a94458 Mon Sep 17 00:00:00 2001
From: Louis de Courcel <einsenhorn@gmail.com>
Date: Wed, 27 Sep 2023 01:18:11 +0200
Subject: [PATCH] impr: add a simple example to show pinecone query with
prefilters
---
apps/simple/package.json | 1 +
apps/simple/vectorIndexFromVectorStore.ts | 197 ++++++++++++++++++++++
pnpm-lock.yaml | 110 ++++++++----
3 files changed, 276 insertions(+), 32 deletions(-)
create mode 100644 apps/simple/vectorIndexFromVectorStore.ts
diff --git a/apps/simple/package.json b/apps/simple/package.json
index adac6e02c..a40ced2bd 100644
--- a/apps/simple/package.json
+++ b/apps/simple/package.json
@@ -4,6 +4,7 @@
"name": "simple",
"dependencies": {
"@notionhq/client": "^2.2.12",
+ "@pinecone-database/pinecone": "^1.0.1",
"commander": "^11.0.0",
"llamaindex": "workspace:*"
},
diff --git a/apps/simple/vectorIndexFromVectorStore.ts b/apps/simple/vectorIndexFromVectorStore.ts
new file mode 100644
index 000000000..f61269ed2
--- /dev/null
+++ b/apps/simple/vectorIndexFromVectorStore.ts
@@ -0,0 +1,197 @@
+import {
+ OpenAI,
+ ResponseSynthesizer,
+ RetrieverQueryEngine,
+ serviceContextFromDefaults,
+ TextNode,
+ TreeSummarize,
+ VectorIndexRetriever,
+ VectorStore,
+ VectorStoreIndex,
+ VectorStoreQuery,
+ VectorStoreQueryResult,
+} from "llamaindex";
+
+import { Index, Pinecone, RecordMetadata } from "@pinecone-database/pinecone";
+
+/**
+ * Please do not use this class in production; it's only for demonstration purposes.
+ */
+class PineconeVectorStore<T extends RecordMetadata = RecordMetadata> implements VectorStore {
+ storesText = true;
+ isEmbeddingQuery = false;
+
+ indexName!: string;
+ pineconeClient!: Pinecone;
+ index!: Index<T>;
+
+ constructor({
+ indexName,
+ client,
+ }: {
+ indexName: string;
+ client: Pinecone;
+ }) {
+ this.indexName = indexName;
+ this.pineconeClient = client;
+ this.index = client.index<T>(indexName);
+ }
+
+ client() {
+ return this.pineconeClient;
+ }
+
+ async query(
+ query: VectorStoreQuery,
+ kwargs?: any,
+ ): Promise<VectorStoreQueryResult> {
+ let queryEmbedding: number[] = [];
+ if (
+ query.queryEmbedding
+ ) {
+ if (typeof query.alpha === "number") {
+ const alpha = query.alpha;
+ queryEmbedding = query.queryEmbedding.map((v) => v * alpha);
+ } else {
+ queryEmbedding = query.queryEmbedding;
+ }
+ }
+
+ // Current LlamaIndexTS implementation only support exact match filter, so we use kwargs instead.
+ const filter = kwargs?.filter || {};
+
+ const response = await this.index.query({
+ filter,
+ vector: queryEmbedding,
+ topK: query.similarityTopK,
+ includeValues: true,
+ includeMetadata: true,
+ });
+
+
+ console.log(`Numbers of vectors returned by Pinecone after preFilters are applied: ${response?.matches?.length || 0}.`);
+
+ const topKIds: string[] = [];
+ const topKNodes: TextNode[] = [];
+ const topKScores: number[] = [];
+
+ const metadataToNode = (metadata?: T): Partial<TextNode> => {
+ if (!metadata) {
+ throw new Error("metadata is undefined.");
+ }
+
+ const nodeContent = metadata["_node_content"];
+ if (!nodeContent) {
+ throw new Error("nodeContent is undefined.");
+ }
+
+ if (typeof nodeContent !== "string") {
+ throw new Error("nodeContent is not a string.");
+ }
+
+ return JSON.parse(nodeContent);
+ };
+
+ if (response.matches) {
+ for (const match of response.matches) {
+ const node = new TextNode({
+ ...metadataToNode(match.metadata),
+ embedding: match.values,
+ });
+
+ topKIds.push(match.id);
+ topKNodes.push(node);
+ topKScores.push(match.score ?? 0);
+ }
+ }
+
+ const result = {
+ ids: topKIds,
+ nodes: topKNodes,
+ similarities: topKScores,
+ };
+
+ return result;
+ }
+
+ add(): Promise<string[]> {
+ return Promise.resolve([]);
+ }
+
+ delete(): Promise<void> {
+ throw new Error("Method `delete` not implemented.");
+ }
+
+ persist(): Promise<void> {
+ throw new Error("Method `persist` not implemented.");
+ }
+}
+
+/**
+ * The goal of this example is to show how to use Pinecone as a vector store
+ * for LlamaIndexTS with(out) preFilters.
+ *
+ * It should not be used in production like that,
+ * as you might want to find a proper PineconeVectorStore implementation.
+ */
+async function main() {
+ process.env.PINECONE_API_KEY = 'Your Pinecone API Key.';
+ process.env.PINECONE_ENVIRONMENT = 'Your Pinecone Environment.';
+ process.env.PINECONE_PROJECT_ID = 'Your Pinecone Project ID.';
+ process.env.PINECONE_INDEX_NAME = 'Your Pinecone Index Name.';
+ process.env.OPENAI_API_KEY = 'Your OpenAI API Key.';
+ process.env.OPENAI_API_ORGANISATION = 'Your OpenAI API Organisation.'
+
+ const getPineconeVectorStore = async () => {
+ return new PineconeVectorStore({
+ indexName: process.env.PINECONE_INDEX_NAME || 'index-name',
+ client: new Pinecone(),
+ });
+ }
+
+ const getServiceContext = () => {
+ const openAI = new OpenAI({
+ model: "gpt-4",
+ apiKey: process.env.OPENAI_API_KEY
+ });
+
+ return serviceContextFromDefaults({
+ llm: openAI,
+ });
+ };
+
+ const getQueryEngine = async (filter: unknown) => {
+ const vectorStore = await getPineconeVectorStore();
+ const serviceContext = getServiceContext();
+
+ const vectorStoreIndex = await VectorStoreIndex.fromVectorStore(
+ vectorStore,
+ serviceContext,
+ );
+
+ const retriever = new VectorIndexRetriever({ index: vectorStoreIndex, similarityTopK: 500 });
+
+ const responseSynthesizer = new ResponseSynthesizer({
+ serviceContext,
+ responseBuilder: new TreeSummarize(serviceContext),
+ });
+
+ return new RetrieverQueryEngine(retriever, responseSynthesizer, {
+ filter
+ });
+ }
+
+ // whatever is a key from your metadata
+ const queryEngine = await getQueryEngine({
+ whatever: {
+ $gte: 1,
+ $lte: 100
+ },
+ });
+
+ const response = await queryEngine.query('How many results do you have?');
+
+ console.log(response.toString());
+}
+
+main().catch(console.error);
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 2729e5190..2156eacee 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -106,6 +106,9 @@ importers:
'@notionhq/client':
specifier: ^2.2.12
version: 2.2.12
+ '@pinecone-database/pinecone':
+ specifier: ^1.0.1
+ version: 1.1.0
commander:
specifier: ^11.0.0
version: 11.0.0
@@ -404,7 +407,7 @@ packages:
digest-fetch: 1.3.0
form-data-encoder: 1.7.2
formdata-node: 4.4.1
- node-fetch: 2.7.0
+ node-fetch: 2.7.0(encoding@0.1.13)
transitivePeerDependencies:
- encoding
dev: false
@@ -3147,6 +3150,18 @@ packages:
- webpack-cli
dev: false
+ /@edge-runtime/primitives@4.0.2:
+ resolution: {integrity: sha512-zIzzqvq62O0gxKv/PrfFBn2TEJtJYw6YlNyfLsWr16Lxz6bT8CB1IrfWa9vc5zsQPElP/orwZCu+x80+ihWQyQ==}
+ engines: {node: '>=16'}
+ dev: false
+
+ /@edge-runtime/types@2.2.4:
+ resolution: {integrity: sha512-w2DrfkLW4C/r5lpjsICc76qGX++sNvnN8sYeqXsTSpWInc8+3unofGsDUw4w34T7zQ7Mmcyld04qiLIrNoz+fQ==}
+ engines: {node: '>=16'}
+ dependencies:
+ '@edge-runtime/primitives': 4.0.2
+ dev: false
+
/@esbuild/android-arm64@0.18.20:
resolution: {integrity: sha512-Nz4rJcchGDtENV0eMKUNa6L12zz2zBDXuhj/Vjh18zGqB44Bi7MBMSXjgunJgjRhCmKOjnPuZp4Mb6OKqtMHLQ==}
engines: {node: '>=12'}
@@ -3459,7 +3474,7 @@ packages:
dependencies:
'@jest/fake-timers': 29.7.0
'@jest/types': 29.6.3
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
jest-mock: 29.7.0
dev: true
@@ -3486,7 +3501,7 @@ packages:
dependencies:
'@jest/types': 29.6.3
'@sinonjs/fake-timers': 10.3.0
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
jest-message-util: 29.7.0
jest-mock: 29.7.0
jest-util: 29.7.0
@@ -3830,7 +3845,7 @@ packages:
engines: {node: '>=12'}
dependencies:
'@types/node-fetch': 2.6.4
- node-fetch: 2.7.0
+ node-fetch: 2.7.0(encoding@0.1.13)
transitivePeerDependencies:
- encoding
dev: false
@@ -3840,11 +3855,24 @@ packages:
engines: {node: '>=12'}
dependencies:
'@types/node-fetch': 2.6.6
- node-fetch: 2.7.0
+ node-fetch: 2.7.0(encoding@0.1.13)
transitivePeerDependencies:
- encoding
dev: false
+ /@pinecone-database/pinecone@1.1.0:
+ resolution: {integrity: sha512-THg+D3cSYVCMmphroOEBQOU9UsOhABYcrExZyurcz8cZ3znipDyJuiX9F3CavysnQa5DTzQEZxcH1YmEMGW8mg==}
+ engines: {node: '>=14.0.0'}
+ dependencies:
+ '@edge-runtime/types': 2.2.4
+ '@sinclair/typebox': 0.29.6
+ '@types/node': 18.18.0
+ ajv: 8.12.0
+ cross-fetch: 3.1.8(encoding@0.1.13)
+ encoding: 0.1.13
+ typescript: 4.9.5
+ dev: false
+
/@pkgr/utils@2.4.0:
resolution: {integrity: sha512-2OCURAmRtdlL8iUDTypMrrxfwe8frXTeXaxGsVOaYtc/wrUyk8Z/0OBetM7cdlsy7ZFWlMX72VogKeh+A4Xcjw==}
engines: {node: ^12.20.0 || ^14.18.0 || >=16.0.0}
@@ -3879,6 +3907,10 @@ packages:
/@sinclair/typebox@0.27.8:
resolution: {integrity: sha512-+Fj43pSMwJs4KRrH/938Uf+uAELIgVBmQzg/q1YG10djyfA3TnrU8N8XzqCh/okZdszqBQTZf96idMfE5lnwTA==}
+ /@sinclair/typebox@0.29.6:
+ resolution: {integrity: sha512-aX5IFYWlMa7tQ8xZr3b2gtVReCvg7f3LEhjir/JAjX2bJCMVJA5tIPv30wTD4KDfcwMd7DDYY3hFDeGmOgtrZQ==}
+ dev: false
+
/@sindresorhus/is@0.14.0:
resolution: {integrity: sha512-9NET910DNaIPngYnLLPeg+Ogzqsi9uM4mSboU5y6p8S5DzMTVEsJZrawi+BoDNUVBa2DhJqQYUFvMDfgU062LQ==}
engines: {node: '>=6'}
@@ -4174,26 +4206,26 @@ packages:
resolution: {integrity: sha512-ALYone6pm6QmwZoAgeyNksccT9Q4AWZQ6PvfwR37GT6r6FWUPguq6sUmNGSMV2Wr761oQoBxwGGa6DR5o1DC9g==}
dependencies:
'@types/connect': 3.4.35
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/bonjour@3.5.10:
resolution: {integrity: sha512-p7ienRMiS41Nu2/igbJxxLDWrSZ0WxM8UQgCeO9KhoVF7cOVFkrKsiDr1EsJIla8vV3oEEjGcz11jc5yimhzZw==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/connect-history-api-fallback@1.5.0:
resolution: {integrity: sha512-4x5FkPpLipqwthjPsF7ZRbOv3uoLUFkTA9G9v583qi4pACvq0uTELrB8OLUzPWUI4IJIyvM85vzkV1nyiI2Lig==}
dependencies:
'@types/express-serve-static-core': 4.17.35
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/connect@3.4.35:
resolution: {integrity: sha512-cdeYyv4KWoEgpBISTxWvqYsVy444DOqehiF3fM3ne10AmJ62RSyNkUnxMJXHQWRQQX2eR94m5y1IZyDwBjV9FQ==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/eslint-scope@3.7.4:
@@ -4214,7 +4246,7 @@ packages:
/@types/express-serve-static-core@4.17.35:
resolution: {integrity: sha512-wALWQwrgiB2AWTT91CB62b6Yt0sNHpznUXeZEcnPU3DRdlDIz74x8Qg1UUYKSVFi+va5vKOLYRBI1bRKiLLKIg==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
'@types/qs': 6.9.7
'@types/range-parser': 1.2.4
'@types/send': 0.17.1
@@ -4233,13 +4265,13 @@ packages:
resolution: {integrity: sha512-ZUxbzKl0IfJILTS6t7ip5fQQM/J3TJYubDm3nMbgubNNYS62eXeUpoLUC8/7fJNiFYHTrGPQn7hspDUzIHX3UA==}
dependencies:
'@types/minimatch': 5.1.2
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: true
/@types/graceful-fs@4.1.7:
resolution: {integrity: sha512-MhzcwU8aUygZroVwL2jeYk6JisJrPl/oov/gsgGCue9mkgl9wjGbzReYQClxiUgFDnib9FuHqTndccKeZKxTRw==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: true
/@types/hast@2.3.5:
@@ -4262,7 +4294,7 @@ packages:
/@types/http-proxy@1.17.11:
resolution: {integrity: sha512-HC8G7c1WmaF2ekqpnFq626xd3Zz0uvaqFmBJNRZCGEZCXkvSdJoNFn/8Ygbd9fKNQj8UzLdCETaI0UWPAjK7IA==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/inquirer@6.5.0:
@@ -4308,7 +4340,7 @@ packages:
/@types/keyv@3.1.4:
resolution: {integrity: sha512-BQ5aZNSCpj7D6K2ksrRCTmKRLEpnPvWDiLPfoGyhZ++8YtiK9d/3DBKPJgry359X/P1PfruyYwvnvwFjuEiEIg==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/lodash@4.14.199:
@@ -4438,7 +4470,7 @@ packages:
/@types/responselike@1.0.0:
resolution: {integrity: sha512-85Y2BjiufFzaMIlvJDvTTB8Fxl2xfLo4HgmHzVBz08w4wDePCTjYw66PdrolO0kzli3yam/YCgRufyo1DdQVTA==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/retry@0.12.0:
@@ -4462,7 +4494,7 @@ packages:
resolution: {integrity: sha512-Cwo8LE/0rnvX7kIIa3QHCkcuF21c05Ayb0ZfxPiv0W8VRiZiNW/WuRupHKpqqGVGf7SUA44QSOUKaEd9lIrd/Q==}
dependencies:
'@types/mime': 1.3.2
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/serve-index@1.9.1:
@@ -4476,13 +4508,13 @@ packages:
dependencies:
'@types/http-errors': 2.0.1
'@types/mime': 3.0.1
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/sockjs@0.3.33:
resolution: {integrity: sha512-f0KEEe05NvUnat+boPTZ0dgaLZ4SfSouXUgv5noUiefG2ajgKjmETo9ZJyuqsl7dfl2aHlLJUiki6B4ZYldiiw==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/stack-utils@2.0.1:
@@ -4492,7 +4524,7 @@ packages:
/@types/through@0.0.31:
resolution: {integrity: sha512-LpKpmb7FGevYgXnBXYs6HWnmiFyVG07Pt1cnbgM1IhEacITTiUaBXXvOR3Y50ksaJWGSfhbEvQFivQEFGCC55w==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: true
/@types/tinycolor2@1.4.4:
@@ -4521,7 +4553,7 @@ packages:
/@types/ws@8.5.5:
resolution: {integrity: sha512-lwhs8hktwxSjf9UaZ9tG5M03PGogvFaH8gUgLNbN9HKIg0dvv6q+gkSuJ8HN4/VbyxkuLzCjlN7GquQ0gUJfIg==}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
dev: false
/@types/yargs-parser@21.0.1:
@@ -6189,10 +6221,10 @@ packages:
resolution: {integrity: sha512-dcKFX3jn0MpIaXjisoRvexIJVEKzaq7z2rZKxf+MSr9TkdmHmsU4m2lcLojrj/FHl8mk5VxMmYA+ftRkP/3oKQ==}
dev: true
- /cross-fetch@3.1.8:
+ /cross-fetch@3.1.8(encoding@0.1.13):
resolution: {integrity: sha512-cvA+JwZoU0Xq+h6WkMvAUqPEYy92Obet6UdKLfW60qn99ftItKjB5T+BkyWOFWe2pUyfQ+IJHmpOTznqk1M6Kg==}
dependencies:
- node-fetch: 2.7.0
+ node-fetch: 2.7.0(encoding@0.1.13)
transitivePeerDependencies:
- encoding
dev: false
@@ -6939,6 +6971,12 @@ packages:
engines: {node: '>= 0.8'}
dev: false
+ /encoding@0.1.13:
+ resolution: {integrity: sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==}
+ dependencies:
+ iconv-lite: 0.6.3
+ dev: false
+
/end-of-stream@1.4.4:
resolution: {integrity: sha512-+uw1inIHVPQoaVuHzRyXd21icM+cnt4CzD5rW+NC1wjOUSTOs+Te7FOv7AhN7vS9x/oIyhLP5PR1H+phQAHu5Q==}
dependencies:
@@ -7718,7 +7756,7 @@ packages:
/fbjs@3.0.5:
resolution: {integrity: sha512-ztsSx77JBtkuMrEypfhgc3cI0+0h+svqeie7xHbh1k/IKdcydnvadp/mUaGgjAOXQmQSxsqgaRhS3q9fy+1kxg==}
dependencies:
- cross-fetch: 3.1.8
+ cross-fetch: 3.1.8(encoding@0.1.13)
fbjs-css-vars: 1.0.2
loose-envify: 1.4.0
object-assign: 4.1.1
@@ -8676,6 +8714,13 @@ packages:
dependencies:
safer-buffer: 2.1.2
+ /iconv-lite@0.6.3:
+ resolution: {integrity: sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==}
+ engines: {node: '>=0.10.0'}
+ dependencies:
+ safer-buffer: 2.1.2
+ dev: false
+
/icss-utils@5.1.0(postcss@8.4.28):
resolution: {integrity: sha512-soFhflCVWLfRNOPU3iv5Z9VUdT44xFRbzjLsEzSr5AQmgqPMTHdU3PMT1Cf1ssx8fLNJDA1juftYl+PUcv3MqA==}
engines: {node: ^10 || ^12 || >= 14}
@@ -9316,7 +9361,7 @@ packages:
'@jest/expect': 29.7.0
'@jest/test-result': 29.7.0
'@jest/types': 29.6.3
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
chalk: 4.1.2
co: 4.6.0
dedent: 1.5.1
@@ -9480,7 +9525,7 @@ packages:
'@jest/environment': 29.7.0
'@jest/fake-timers': 29.7.0
'@jest/types': 29.6.3
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
jest-mock: 29.7.0
jest-util: 29.7.0
dev: true
@@ -9547,7 +9592,7 @@ packages:
engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
'@jest/types': 29.6.3
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
jest-util: 29.7.0
dev: true
@@ -9685,7 +9730,7 @@ packages:
engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
'@jest/types': 29.6.3
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
chalk: 4.1.2
ci-info: 3.8.0
graceful-fs: 4.2.11
@@ -9734,7 +9779,7 @@ packages:
resolution: {integrity: sha512-7vuh85V5cdDofPyxn58nrPjBktZo0u9x1g8WtjQol+jZDaE+fhN+cIvTj11GndBnMnyfrUOG1sZQxCdjKh+DKg==}
engines: {node: '>= 10.13.0'}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
merge-stream: 2.0.0
supports-color: 8.1.1
@@ -9742,7 +9787,7 @@ packages:
resolution: {integrity: sha512-l3ccBOabTdkng8I/ORCkADz4eSMKejTYv1vB/Z83UiubqhC1oQ5Li6dWCyqOIvSifGjUBxuvxvlm6KGK2DtuAQ==}
engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
jest-util: 29.6.3
merge-stream: 2.0.0
supports-color: 8.1.1
@@ -9752,7 +9797,7 @@ packages:
resolution: {integrity: sha512-eIz2msL/EzL9UFTFFx7jBTkeZfku0yUAyZZZmJ93H2TYEiroIx2PQjEXcwYtYl8zXCxb+PAmA2hLIt/6ZEkPHw==}
engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
dependencies:
- '@types/node': 20.7.0
+ '@types/node': 18.18.0
jest-util: 29.7.0
merge-stream: 2.0.0
supports-color: 8.1.1
@@ -10589,7 +10634,7 @@ packages:
resolution: {integrity: sha512-DRI60hzo2oKN1ma0ckc6nQWlHU69RH6xN0sjQTjMpChPfTYvKZdcQFfdYK2RWbJcKyUizSIy/l8OTGxMAM1QDw==}
dev: false
- /node-fetch@2.7.0:
+ /node-fetch@2.7.0(encoding@0.1.13):
resolution: {integrity: sha512-c4FRfUm/dbcWZ7U+1Wq0AwCyFL+3nt2bEw05wfxSz+DWpWsitgmSgYmy2dQdWyKC1694ELPqMs/YzUSNozLt8A==}
engines: {node: 4.x || >=6.0.0}
peerDependencies:
@@ -10598,6 +10643,7 @@ packages:
encoding:
optional: true
dependencies:
+ encoding: 0.1.13
whatwg-url: 5.0.0
dev: false
@@ -10853,7 +10899,7 @@ packages:
digest-fetch: 1.3.0
form-data-encoder: 1.7.2
formdata-node: 4.4.1
- node-fetch: 2.7.0
+ node-fetch: 2.7.0(encoding@0.1.13)
transitivePeerDependencies:
- encoding
dev: false
--
GitLab