From e93b1f325d12c3cd890f7add80142c3c4e4052d1 Mon Sep 17 00:00:00 2001 From: Memento Mori Date: Wed, 22 Mar 2023 00:30:43 -0700 Subject: [PATCH] Fix outdated dependencies --- config/pinecone.ts | 2 +- package.json | 4 +- pages/api/chat.ts | 15 +- pnpm-lock.yaml | 1194 ++++++++++------------------------------ scripts/ingest-data.ts | 43 +- 5 files changed, 335 insertions(+), 923 deletions(-) diff --git a/config/pinecone.ts b/config/pinecone.ts index 73b07c1..2e98b3d 100644 --- a/config/pinecone.ts +++ b/config/pinecone.ts @@ -1,4 +1,4 @@ -const PINECONE_INDEX_NAME = 'langchainjsfundamentals'; +const PINECONE_INDEX_NAME = 'notion-index'; const PINECONE_NAME_SPACE = 'notion-chatgpt-langchain'; //namespace is optional for your vectors diff --git a/package.json b/package.json index 398ef19..b4f3830 100644 --- a/package.json +++ b/package.json @@ -15,11 +15,11 @@ "ingest": "tsx -r dotenv/config scripts/ingest-data.ts" }, "dependencies": { - "@pinecone-database/pinecone": "0.0.8", + "@pinecone-database/pinecone": "0.0.10", "@types/glob": "^8.1.0", "dotenv": "^16.0.3", "glob": "^9.2.1", - "langchain": "^0.0.22", + "langchain": "^0.0.38", "next": "13.2.3", "react": "18.2.0", "react-dom": "18.2.0" diff --git a/pages/api/chat.ts b/pages/api/chat.ts index 9f9f7b9..208446e 100644 --- a/pages/api/chat.ts +++ b/pages/api/chat.ts @@ -5,6 +5,13 @@ import { PineconeStore } from 'langchain/vectorstores'; import { openai } from '@/utils/openai-client'; import { pinecone } from '@/utils/pinecone-client'; import { PINECONE_INDEX_NAME, PINECONE_NAME_SPACE } from '@/config/pinecone'; +import type { VectorOperationsApi } from "@pinecone-database/pinecone/dist/pinecone-generated-ts-fetch"; + +interface PineconeLibArgs { + pineconeIndex: VectorOperationsApi; + textKey?: string; + namespace?: string; +} export default async function handler( req: NextApiRequest, @@ -21,12 +28,14 @@ export default async function handler( const sanitizedQuestion = question.trim().replaceAll('\n', ' '); const index = pinecone.Index(PINECONE_INDEX_NAME); + let dbConfig:PineconeLibArgs = { + pineconeIndex: pinecone.Index(PINECONE_INDEX_NAME), + namespace: PINECONE_NAME_SPACE, + }; /* create vectorstore*/ const vectorStore = await PineconeStore.fromExistingIndex( - index, new OpenAIEmbeddings({}), - 'text', - PINECONE_NAME_SPACE, //optional + dbConfig ); const model = openai; diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index a25e29c..4c9b7ac 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -1,7 +1,7 @@ lockfileVersion: 5.4 specifiers: - '@pinecone-database/pinecone': 0.0.8 + '@pinecone-database/pinecone': 0.0.10 '@types/glob': ^8.1.0 '@types/node': ^18.14.6 '@types/react': ^18.0.28 @@ -13,7 +13,7 @@ specifiers: eslint: 8.35.0 eslint-config-next: 13.2.3 glob: ^9.2.1 - langchain: ^0.0.22 + langchain: ^0.0.38 next: 13.2.3 postcss: ^8.4.21 prettier: ^2.8.4 @@ -24,28 +24,28 @@ specifiers: typescript: ^4.9.5 dependencies: - '@pinecone-database/pinecone': 0.0.8 + '@pinecone-database/pinecone': 0.0.10 '@types/glob': 8.1.0 dotenv: 16.0.3 - glob: 9.2.1 - langchain: 0.0.22_6gszu2qnvrzu6yhiclh7l5xaxy + glob: 9.3.1 + langchain: 0.0.38_ppsbqni3ixqkis2lkrnfyb5ism next: 13.2.3_biqbaboplfbrettd7655fr4n2y react: 18.2.0 react-dom: 18.2.0_react@18.2.0 devDependencies: - '@types/node': 18.14.6 + '@types/node': 18.15.5 '@types/react': 18.0.28 '@types/react-dom': 18.0.11 - '@typescript-eslint/eslint-plugin': 5.54.1_6mj2wypvdnknez7kws2nfdgupi - '@typescript-eslint/parser': 5.54.0_ycpbpc6yetojsgtrx3mwntkhsu - autoprefixer: 10.4.13_postcss@8.4.21 + '@typescript-eslint/eslint-plugin': 5.56.0_uuwxlgfazk5of63roshnvkjqdq + '@typescript-eslint/parser': 5.56.0_ycpbpc6yetojsgtrx3mwntkhsu + autoprefixer: 10.4.14_postcss@8.4.21 eslint: 8.35.0 eslint-config-next: 13.2.3_ycpbpc6yetojsgtrx3mwntkhsu postcss: 8.4.21 - prettier: 2.8.4 + prettier: 2.8.6 tailwindcss: 3.2.7_postcss@8.4.21 - tsx: 3.12.3 + tsx: 3.12.6 typescript: 4.9.5 packages: @@ -67,7 +67,7 @@ packages: /@esbuild-kit/core-utils/3.1.0: resolution: {integrity: sha512-Uuk8RpCg/7fdHSceR1M6XbSZFSuMrxcePFuGgyvsBn+u339dk5OeL4jv2EojwTN2st/unJGsVm4qHWjWNmJ/tw==} dependencies: - esbuild: 0.17.11 + esbuild: 0.17.12 source-map-support: 0.5.21 dev: true @@ -78,8 +78,8 @@ packages: get-tsconfig: 4.4.0 dev: true - /@esbuild/android-arm/0.17.11: - 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- /set-blocking/2.0.0: - resolution: {integrity: sha512-KiKBS8AnWGEyLzofFfmvKwpdPzqiy16LvQfK3yv/fVH7Bj13/wl3JSR1J+rfgRE9q7xUJK4qvgS8raSOeLUehw==} - dev: false + dev: true /shebang-command/2.0.0: resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==} @@ -3338,10 +2815,6 @@ packages: object-inspect: 1.12.3 dev: true - /signal-exit/3.0.7: - resolution: {integrity: sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==} - dev: false - /slash/3.0.0: resolution: {integrity: sha512-g9Q1haeby36OSStwb4ntCGGGaKsaVSjQ68fBxoQcutl5fS1vuY18H3wSt3jFyFtrkx+Kz0V1G85A4MyAdDMi2Q==} engines: {node: '>=8'} @@ -3352,33 +2825,6 @@ packages: engines: {node: '>=12'} dev: true - /smart-buffer/4.2.0: - resolution: {integrity: sha512-94hK0Hh8rPqQl2xXc3HsaBoOXKV20MToPkcXvwbISWLEs+64sBq5kFgn2kJDHb1Pry9yrP0dxrCI9RRci7RXKg==} - engines: {node: '>= 6.0.0', npm: '>= 3.0.0'} - dev: false - optional: true - - /socks-proxy-agent/6.2.1: - 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es-abstract: 1.21.1 + es-abstract: 1.21.2 get-intrinsic: 1.2.0 has-symbols: 1.0.3 internal-slot: 1.0.5 @@ -3450,12 +2861,21 @@ packages: side-channel: 1.0.4 dev: true + /string.prototype.trim/1.2.7: + resolution: {integrity: sha512-p6TmeT1T3411M8Cgg9wBTMRtY2q9+PNy9EV1i2lIXUN/btt763oIfxwN3RR8VU6wHX8j/1CFy0L+YuThm6bgOg==} + engines: {node: '>= 0.4'} + dependencies: + call-bind: 1.0.2 + define-properties: 1.2.0 + es-abstract: 1.21.2 + dev: true + /string.prototype.trimend/1.0.6: resolution: {integrity: sha512-JySq+4mrPf9EsDBEDYMOb/lM7XQLulwg5R/m1r0PXEFqrV0qHvl58sdTilSXtKOflCsK2E8jxf+GKC0T07RWwQ==} dependencies: call-bind: 1.0.2 define-properties: 1.2.0 - es-abstract: 1.21.1 + es-abstract: 1.21.2 dev: true /string.prototype.trimstart/1.0.6: @@ -3463,20 +2883,15 @@ packages: dependencies: call-bind: 1.0.2 define-properties: 1.2.0 - es-abstract: 1.21.1 + es-abstract: 1.21.2 dev: true - /string_decoder/1.3.0: - resolution: {integrity: sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==} - dependencies: - safe-buffer: 5.2.1 - dev: false - /strip-ansi/6.0.1: resolution: {integrity: sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==} engines: {node: '>=8'} dependencies: ansi-regex: 5.0.1 + dev: true /strip-bom/3.0.0: resolution: {integrity: sha512-vavAMRXOgBVNF6nyEEmL3DBK19iRpDcoIwW+swQ+CbGiu7lju6t+JklA1MHweoWtadgt4ISVUsXLyDq34ddcwA==} @@ -3564,18 +2979,6 @@ packages: engines: {node: '>=6'} dev: true - /tar/6.1.13: - resolution: {integrity: sha512-jdIBIN6LTIe2jqzay/2vtYLlBHa3JF42ot3h1dW8Q0PaAG4v8rm0cvpVePtau5C6OKXGGcgO9q2AMNSWxiLqKw==} - engines: {node: '>=10'} - dependencies: - chownr: 2.0.0 - fs-minipass: 2.1.0 - minipass: 4.2.4 - minizlib: 2.1.2 - mkdirp: 1.0.4 - yallist: 4.0.0 - dev: false - /text-table/0.2.0: resolution: {integrity: sha512-N+8UisAXDGk8PFXP4HAzVR9nbfmVJ3zYLAWiTIoqC5v5isinhr+r5uaO8+7r3BMfuNIufIsA7RdpVgacC2cSpw==} dev: true @@ -3624,8 +3027,8 @@ packages: typescript: 4.9.5 dev: true - /tsx/3.12.3: - resolution: {integrity: sha512-Wc5BFH1xccYTXaQob+lEcimkcb/Pq+0en2s+ruiX0VEIC80nV7/0s7XRahx8NnsoCnpCVUPz8wrqVSPi760LkA==} + /tsx/3.12.6: + resolution: {integrity: sha512-q93WgS3lBdHlPgS0h1i+87Pt6n9K/qULIMNYZo07nSeu2z5QE2CellcAZfofVXBo2tQg9av2ZcRMQ2S2i5oadQ==} hasBin: true dependencies: '@esbuild-kit/cjs-loader': 2.4.2 @@ -3642,11 +3045,6 @@ packages: prelude-ls: 1.2.1 dev: true - /type-detect/4.0.8: - resolution: {integrity: sha512-0fr/mIH1dlO+x7TlcMy+bIDqKPsw/70tVyeHW787goQjhmqaZe10uwLujubK9q9Lg6Fiho1KUKDYz0Z7k7g5/g==} - engines: {node: '>=4'} - dev: false - /type-fest/0.20.2: resolution: {integrity: sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==} engines: {node: '>=10'} @@ -3675,20 +3073,6 @@ packages: which-boxed-primitive: 1.0.2 dev: true - /unique-filename/1.1.1: - resolution: {integrity: sha512-Vmp0jIp2ln35UTXuryvjzkjGdRyf9b2lTXuSYUiPmzRcl3FDtYqAwOnTJkAngD9SWhnoJzDbTKwaOrZ+STtxNQ==} - dependencies: - unique-slug: 2.0.2 - dev: false - optional: true - - /unique-slug/2.0.2: - resolution: {integrity: sha512-zoWr9ObaxALD3DOPfjPSqxt4fnZiWblxHIgeWqW8x7UqDzEtHEQLzji2cuJYQFCU6KmoJikOYAZlrTHHebjx2w==} - dependencies: - imurmurhash: 0.1.4 - dev: false - optional: true - /update-browserslist-db/1.0.10_browserslist@4.21.5: resolution: {integrity: sha512-OztqDenkfFkbSG+tRxBeAnCVPckDBcvibKd35yDONx6OU8N7sqgwc7rCbkJ/WcYtVRZ4ba68d6byhC21GFh7sQ==} hasBin: true @@ -3708,6 +3092,7 @@ packages: /util-deprecate/1.0.2: resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==} + dev: true /uuid/9.0.0: resolution: {integrity: sha512-MXcSTerfPa4uqyzStbRoTgt5XIe3x5+42+q1sDuy3R5MDk66URdLMOZe5aPX/SQd+kuYAh0FdP/pO28IkQyTeg==} @@ -3762,12 +3147,7 @@ packages: hasBin: true dependencies: isexe: 2.0.0 - - /wide-align/1.1.5: - resolution: {integrity: sha512-eDMORYaPNZ4sQIuuYPDHdQvf4gyCF9rEEV/yPxGfwPkRodwEgiMUUXTx/dex+Me0wxx53S+NgUHaP7y3MGlDmg==} - dependencies: - string-width: 4.2.3 - dev: false + dev: true /word-wrap/1.2.3: resolution: {integrity: sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==} @@ -3776,6 +3156,7 @@ packages: /wrappy/1.0.2: resolution: {integrity: sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==} + dev: true /xtend/4.0.2: resolution: {integrity: sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==} @@ -3784,6 +3165,7 @@ packages: /yallist/4.0.0: resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==} + dev: true /yaml/1.10.2: resolution: {integrity: sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==} @@ -3799,3 +3181,7 @@ packages: resolution: {integrity: sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==} engines: {node: '>=10'} dev: true + + /zod/3.21.4: + resolution: {integrity: sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw==} + dev: false diff --git a/scripts/ingest-data.ts b/scripts/ingest-data.ts index b729661..aefece1 100644 --- a/scripts/ingest-data.ts +++ b/scripts/ingest-data.ts @@ -1,12 +1,18 @@ import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter'; import { OpenAIEmbeddings } from 'langchain/embeddings'; import { PineconeStore } from 'langchain/vectorstores'; +import { PineconeLibArgs } from 'langchain/vectorstores/pinecone.js'; import { pinecone } from '@/utils/pinecone-client'; import { processMarkDownFiles } from '@/utils/helpers'; import { PINECONE_INDEX_NAME, PINECONE_NAME_SPACE } from '@/config/pinecone'; - +import type { VectorOperationsApi } from "@pinecone-database/pinecone/dist/pinecone-generated-ts-fetch"; /* Name of directory to retrieve files from. You can change this as required */ const directoryPath = 'Notion_DB'; +interface PineconeLibArgs { + pineconeIndex: VectorOperationsApi; + textKey?: string; + namespace?: string; +} export const run = async () => { try { @@ -20,19 +26,30 @@ export const run = async () => { }); const docs = await textSplitter.splitDocuments(rawDocs); - console.log('split docs', docs); + // console.log('split docs', docs); + console.log('split docs ok') + console.log('docs length', docs.length) + for (let i = 0; i < docs.length; i += 100) { + const slice = docs.slice(i, i + 100); + console.log('creating vector store...'); + /*create and store the embeddings in the vectorStore*/ + const embeddings = new OpenAIEmbeddings(); + console.log('initiated embeddings'); + const index = pinecone.Index(PINECONE_INDEX_NAME); //change to your own index name + console.log('initiated index'); + let dbConfig:PineconeLibArgs = { + pineconeIndex: pinecone.Index(PINECONE_INDEX_NAME), + namespace: PINECONE_NAME_SPACE, + }; + await PineconeStore.fromDocuments( + slice, + embeddings, + dbConfig + ); + // Do something with the slice + } + - console.log('creating vector store...'); - /*create and store the embeddings in the vectorStore*/ - const embeddings = new OpenAIEmbeddings(); - const index = pinecone.Index(PINECONE_INDEX_NAME); //change to your own index name - await PineconeStore.fromDocuments( - index, - docs, - embeddings, - 'text', - PINECONE_NAME_SPACE, //optional namespace for your vectors - ); } catch (error) { console.log('error', error); throw new Error('Failed to ingest your data');