.

.env

@@ -48,11 +48,18 @@ ALIYUN_OSS_CDN=https://cdn.raex.vip
 ALIYUN_SMS_SIGN=走马信息
 ALIYUN_SMS_TEMPLATE_CODE=SMS_175485688
 
-AZURE_OPENAI_KEY=62dd8a1466524c64967810c692f0197e
-AZURE_OPENAI_ENDPOINT=https://zouma1.openai.azure.com
+AZURE_OPENAI_KEY=beb32e4625a94b65ba8bc0ba1688c4d2
+AZURE_OPENAI_ENDPOINT=https://zouma.openai.azure.com
+# AZURE_OPENAI_KEY=62dd8a1466524c64967810c692f0197e
+# AZURE_OPENAI_ENDPOINT=https://zouma1.openai.azure.com
 AZURE_OPENAI_DEPLOYMENT=gpt-35-turbo
 AZURE_OPENAI_VERSION=2023-03-15-preview
 
+AZURE_EMBEDDING_KEY=beb32e4625a94b65ba8bc0ba1688c4d2
+AZURE_EMBEDDING_INSTANCE=zouma
+AZURE_EMBEDDING_DEPLOYMENT=embedding
+AZURE_OPENAI_VERSION=2023-03-15-preview
+
 OPENAI_API_KEY=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
 
 
@@ -71,3 +78,5 @@ PG_PORT=5432
 PG_USERNAME=postgres
 PG_PASSWORD=D$&g3a9BCJH&$Nzh
 PG_DATABASE=gpt_test
+
+UNSTRUCTURED_API=http://192.168.6.19:8000/general/v0/general

.vscode/settings.json

@@ -1,4 +1,4 @@
 {
 
-    "debug.javascript.autoAttachFilter": "onlyWithFlag",
+    "debug.javascript.autoAttachFilter": "smart",
 }

fix.js

@@ -3,4 +3,15 @@ const fs = require('fs')
 const package = JSON.parse(fs.readFileSync('./node_modules/bignumber.js/package.json', 'utf8'))
 package.exports['./bignumber'] = './bignumber.js'
 fs.writeFileSync('./node_modules/bignumber.js/package.json', JSON.stringify(package, null, 2))
-console.log('Fixed bignumber.js package.json')
+console.log('Fixed bignumber.js package.json')
+
+const f1 = './node_modules/langchain/dist/document_loaders/fs/unstructured.d.ts'
+const f2 = './node_modules/langchain/dist/document_loaders/fs/directory.d.ts'
+fs.writeFileSync(
+    f1,
+    fs.readFileSync(f1, 'utf8').toString().replaceAll('/// <reference types="node" resolution-mode="require"/>', '')
+)
+fs.writeFileSync(
+    f2,
+    fs.readFileSync(f2, 'utf8').toString().replaceAll('/// <reference types="node" resolution-mode="require"/>', '')
+)

langChain.mjs

@@ -0,0 +1,47 @@
+import { ChatOpenAI } from 'langchain/chat_models/openai'
+import { HumanMessage, ChatMessage, SystemMessage } from 'langchain/schema'
+import { PromptTemplate } from 'langchain/prompts'
+import { LLMChain } from 'langchain/chains'
+import { PDFLoader } from 'langchain/document_loaders/fs/pdf'
+import { UnstructuredLoader } from 'langchain/document_loaders/fs/unstructured'
+import { config } from 'dotenv'
+import { BufferMemory } from 'langchain/memory'
+import { RedisChatMessageHistory } from 'langchain/stores/message/ioredis'
+import { ConversationChain } from 'langchain/chains'
+import { OpenAIEmbeddings } from 'langchain/embeddings/openai'
+import { TypeORMVectorStore } from 'langchain/vectorstores/typeorm'
+
+config()
+
+const loader1 = new UnstructuredLoader('/Users/drew/Downloads/客服的副本.pdf', {
+    apiUrl: 'http://192.168.6.19:8000/general/v0/general'
+})
+const docs1 = await loader1.load()
+console.log(docs1)
+
+const embeddings = new OpenAIEmbeddings({
+    azureOpenAIApiKey: 'beb32e4625a94b65ba8bc0ba1688c4d2',
+    azureOpenAIApiInstanceName: 'zouma',
+    azureOpenAIApiDeploymentName: 'embedding',
+    azureOpenAIApiVersion: '2023-03-15-preview',
+    verbose: true
+})
+
+const typeormVectorStore = await TypeORMVectorStore.fromDataSource(embeddings, {
+    postgresConnectionOptions: {
+        type: 'postgres',
+        host: process.env.PG_HOST,
+        port: process.env.PG_PORT,
+        username: process.env.PG_USERNAME,
+        password: process.env.PG_PASSWORD,
+        database: process.env.PG_DATABASE
+    },
+    verbose: true
+})
+
+await typeormVectorStore.ensureTableInDatabase()
+
+await typeormVectorStore.addDocuments(docs1)
+
+const results = await typeormVectorStore.similaritySearch('包邮', 2)
+console.log(results)

package.json

@@ -42,6 +42,7 @@
     "@nestjs/swagger": "^6.2.1",
     "@nestjs/throttler": "^4.0.0",
     "@nestjs/typeorm": "^9.0.1",
+    "@opensearch-project/opensearch": "^2.3.1",
     "ali-oss": "^6.17.1",
     "axios": "^1.3.6",
     "azure-openai": "^0.9.4",
@@ -54,6 +55,7 @@
     "crypto": "^1.0.1",
     "date-fns": "^2.29.3",
     "dedent": "^0.7.0",
+    "dotenv": "^16.3.1",
     "eventsource-parser": "^1.0.0",
     "express-basic-auth": "^1.2.1",
     "express-handlebars": "^7.0.6",
@@ -63,6 +65,7 @@
     "ioredis": "^5.3.2",
     "isomorphic-fetch": "^3.0.0",
     "keyv": "^4.5.2",
+    "langchain": "^0.0.117",
     "mime": "^3.0.0",
     "mongodb": "^5.2.0",
     "mongoose": "^7.0.4",

src/chat/chatgpt/index.ts

@@ -56,7 +56,7 @@ let api: ChatGPTAPI | ChatGPTUnofficialProxyAPI
                 options.maxResponseTokens = 2048
             }
         }
-
+        // @ts-ignore
         setupProxy(options)
 
         api = new ChatGPTAPI({ ...options })
@@ -70,7 +70,7 @@ let api: ChatGPTAPI | ChatGPTUnofficialProxyAPI
             model,
             debug: !disableDebug
         }
-
+        // @ts-ignore
         setupProxy(options)
 
         api = new ChatGPTUnofficialProxyAPI({ ...options })
@@ -172,6 +172,7 @@ async function chatConfig() {
 }
 
 function setupProxy(options: SetProxyOptions) {
+    // @ts-ignore
     options.fetch = (url, options) => {
         return fetch(url, { ...options })
     }

src/knowledge-base/knowledge-base.service.ts

@@ -3,7 +3,8 @@ import {
     ConflictException,
     Injectable,
     InternalServerErrorException,
-    Logger
+    Logger,
+    OnModuleInit
 } from '@nestjs/common'
 import { InjectRepository } from '@nestjs/typeorm'
 import { KnowledgeBase } from './entities/knowledge-base.entity'
@@ -25,16 +26,22 @@ import { FileService } from 'src/file/file.service'
 import { FileStatus } from './enums/file-status.enum'
 import xlsx from 'node-xlsx'
 import * as mime from 'mime'
-
+import { OpenAIEmbeddings } from 'langchain/embeddings/openai'
+import { TypeORMVectorStore } from 'langchain/vectorstores/typeorm'
+import { UnstructuredLoader } from 'langchain/document_loaders/fs/unstructured'
+import { mkdtempSync, unlinkSync, rmdirSync, writeFileSync, rmSync } from 'fs'
+import { join } from 'path'
 function formatEmbedding(embedding: number[]) {
     return `[${embedding.join(', ')}]`
 }
 
 @Injectable()
-export class KnowledgeBaseService {
+export class KnowledgeBaseService implements OnModuleInit {
     private readonly tokenizer: Tiktoken
     private readonly openai: OpenAIApi
     private readonly sequelize: Sequelize
+    private embeddings: OpenAIEmbeddings
+    private vectorStore: TypeORMVectorStore
     constructor(
         @InjectRepository(KnowledgeBase)
         private readonly knowledgeBaseRepository: Repository<KnowledgeBase>,
@@ -100,6 +107,29 @@ export class KnowledgeBaseService {
         this.sequelize.sync()
     }
 
+    async onModuleInit() {
+        this.embeddings = new OpenAIEmbeddings({
+            azureOpenAIApiKey: process.env.AZURE_EMBEDDING_KEY,
+            azureOpenAIApiInstanceName: process.env.AZURE_EMBEDDING_INSTANCE,
+            azureOpenAIApiDeploymentName: process.env.AZURE_EMBEDDING_DEPLOYMENT,
+            azureOpenAIApiVersion: process.env.AZURE_OPENAI_VERSION,
+            verbose: true,
+            maxConcurrency: 8
+        })
+        this.vectorStore = await TypeORMVectorStore.fromDataSource(this.embeddings, {
+            postgresConnectionOptions: {
+                type: 'postgres',
+                host: process.env.PG_HOST,
+                port: Number(process.env.PG_PORT),
+                username: process.env.PG_USERNAME,
+                password: process.env.PG_PASSWORD,
+                database: process.env.PG_DATABASE
+            },
+            verbose: true,
+        })
+        await this.vectorStore.ensureTableInDatabase()
+    }
+
     async findAllKnowledgeBase(req: PageRequest<KnowledgeBase>): Promise<Pagination<KnowledgeBase>> {
         return await paginate<KnowledgeBase>(this.knowledgeBaseRepository, req.page, req.search)
     }
@@ -167,12 +197,14 @@ export class KnowledgeBaseService {
         knowledgeFile.fileName = fileName
         knowledgeFile.size = size
         knowledgeFile.fileUrl = fileUrl
+        await this.knowledgeFileRepository.save(knowledgeFile)
         switch (mimetype) {
-            case 'application/pdf':
-                await this.processPdfKnowledgeFile(knowledgeFile, buffer)
-                break
             case 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet':
-                await this.processExcelKnowledgeFile(knowledgeFile, buffer)
+                this.processExcelKnowledgeFile(knowledgeFile, buffer)
+                break
+            case 'application/pdf':
+                //this.processPdfKnowledgeFile(knowledgeFile, buffer)
+                this.processPdfKnowledgeFile1(knowledgeFile, buffer)
                 break
         }
         return knowledgeFile
@@ -238,6 +270,36 @@ export class KnowledgeBaseService {
         }
     }
 
+    public async processPdfKnowledgeFile1(knowledgeFile: KnowledgeFile, buffer: Buffer) {
+        knowledgeFile.status = FileStatus.PROCESSING
+        try {
+            const tmpDir = mkdtempSync('file')
+            const tmpFile = join(tmpDir, knowledgeFile.fileName)
+            writeFileSync(tmpFile, buffer)
+            const loader = new UnstructuredLoader(tmpFile, {
+                apiUrl: process.env.UNSTRUCTURED_API,
+                strategy: 'fast'
+            })
+            const docs = await loader.load()
+            rmSync(tmpDir, { recursive: true })
+            docs.forEach((doc) => {
+                doc.metadata.orgId = knowledgeFile.orgId
+                doc.metadata.knowledgeId = knowledgeFile.knowledgeId
+                doc.metadata.fileId = knowledgeFile.id
+                doc.metadata.fileHash = knowledgeFile.fileHash
+            })
+            await this.vectorStore.addDocuments(docs)
+            knowledgeFile.status = FileStatus.DONE
+            await this.knowledgeFileRepository.save(knowledgeFile)
+        } catch (e) {
+            Logger.error(e)
+            Logger.error(e.stack)
+            knowledgeFile.status = FileStatus.FAILED
+            knowledgeFile.error = e.message
+            await this.knowledgeFileRepository.save(knowledgeFile)
+        }
+    }
+
     public async processExcelKnowledgeFile(knowledgeFile: KnowledgeFile, buffer: Buffer) {
         knowledgeFile.status = FileStatus.PROCESSING
         try {

test111.mjs

@@ -1,17 +0,0 @@
-import OpenAI from 'openai'
-
-const openai = new OpenAI({
-    apiKey: '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' // defaults to process.env["OPENAI_API_KEY"]
-})
-async function main() {
-    const stream = await openai.chat.completions.create({
-        model: 'gpt-3.5-turbo',
-        messages: [{ role: 'user', content: 'Say this is a test' }],
-        stream: true
-    })
-    for await (const part of stream) {
-        process.stdout.write(part.choices[0]?.text || '')
-    }
-}
-
-await main()

tsconfig.json

@@ -1,15 +1,15 @@
 {
-  "compilerOptions": {
-    "module": "commonjs",
-    "declaration": true,
-    "removeComments": true,
-    "emitDecoratorMetadata": true,
-    "experimentalDecorators": true,
-    "target": "es2017",
-    "sourceMap": true,
-    "outDir": "./dist",
-    "baseUrl": "./",
-    "incremental": true,
-  },
-  "exclude": ["node_modules", "dist"]
+    "compilerOptions": {
+        "module": "commonjs",
+        "declaration": true,
+        "removeComments": true,
+        "emitDecoratorMetadata": true,
+        "experimentalDecorators": true,
+        "target": "es2017",
+        "sourceMap": true,
+        "outDir": "./dist",
+        "baseUrl": "./",
+        "incremental": true
+    },
+    "exclude": ["node_modules", "dist"]
 }

yarn.lock

@@ -150,6 +150,20 @@
     ora "5.4.1"
     rxjs "6.6.7"
 
+"@anthropic-ai/sdk@^0.5.7":
+  version "0.5.8"
+  resolved "https://registry.npmmirror.com/@anthropic-ai/sdk/-/sdk-0.5.8.tgz#cc363c9a22510cd7f5e470e68e94b843d688e3c1"
+  integrity sha512-iHenjcE2Q/az6VZiP1DueOSvKNRmxsly6Rx2yjJBoy7OBYVFGVjEdgs2mPQHtTX0ibKAR7tPq6F6MQbKDPWcKg==
+  dependencies:
+    "@types/node" "^18.11.18"
+    "@types/node-fetch" "^2.6.4"
+    abort-controller "^3.0.0"
+    agentkeepalive "^4.2.1"
+    digest-fetch "^1.3.0"
+    form-data-encoder "1.7.2"
+    formdata-node "^4.3.2"
+    node-fetch "^2.6.7"
+
 "@babel/code-frame@^7.0.0", "@babel/code-frame@^7.12.13", "@babel/code-frame@^7.16.7", "@babel/code-frame@^7.18.6":
   version "7.18.6"
   resolved "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.18.6.tgz"
@@ -1113,6 +1127,17 @@
     consola "^2.15.0"
     node-fetch "^2.6.1"
 
+"@opensearch-project/opensearch@^2.3.1":
+  version "2.3.1"
+  resolved "https://registry.npmmirror.com/@opensearch-project/opensearch/-/opensearch-2.3.1.tgz#3596e2f1f0615a7555102f6f941f0e0ec645c2cd"
+  integrity sha512-Kg8tddAx6sinStnNi6IeGilfvLWlonIxaRdVNiJcNPr1yMqd0c9TSegn18zKr0Pb0IM9xBIGBSkRPuh67ZN6Hw==
+  dependencies:
+    aws4 "^1.11.0"
+    debug "^4.3.1"
+    hpagent "^1.2.0"
+    ms "^2.1.3"
+    secure-json-parse "^2.4.0"
+
 "@pkgjs/parseargs@^0.11.0":
   version "0.11.0"
   resolved "https://registry.npmmirror.com/@pkgjs/parseargs/-/parseargs-0.11.0.tgz#a77ea742fab25775145434eb1d2328cf5013ac33"
@@ -1412,6 +1437,14 @@
   dependencies:
     "@types/express" "*"
 
+"@types/node-fetch@^2.6.4":
+  version "2.6.4"
+  resolved "https://registry.npmmirror.com/@types/node-fetch/-/node-fetch-2.6.4.tgz#1bc3a26de814f6bf466b25aeb1473fa1afe6a660"
+  integrity sha512-1ZX9fcN4Rvkvgv4E6PAY5WXUFWFcRWxZa3EW83UjycOB9ljJCedb2CupIP4RZMEwF/M3eTcCihbBRgwtGbg5Rg==
+  dependencies:
+    "@types/node" "*"
+    form-data "^3.0.0"
+
 "@types/node@*", "@types/node@^18.14.1":
   version "18.14.1"
   resolved "https://registry.npmjs.org/@types/node/-/node-18.14.1.tgz"
@@ -1427,6 +1460,11 @@
   resolved "https://registry.npmmirror.com/@types/node/-/node-14.18.42.tgz#fa39b2dc8e0eba61bdf51c66502f84e23b66e114"
   integrity sha512-xefu+RBie4xWlK8hwAzGh3npDz/4VhF6icY/shU+zv/1fNn+ZVG7T7CRwe9LId9sAYRPxI+59QBPuKL3WpyGRg==
 
+"@types/node@^18.11.18":
+  version "18.17.1"
+  resolved "https://registry.npmmirror.com/@types/node/-/node-18.17.1.tgz#84c32903bf3a09f7878c391d31ff08f6fe7d8335"
+  integrity sha512-xlR1jahfizdplZYRU59JlUx9uzF1ARa8jbhM11ccpCJya8kvos5jwdm2ZAgxSCwOl0fq21svP18EVwPBXMQudw==
+
 "@types/nodemailer-express-handlebars@^4.0.2":
   version "4.0.2"
   resolved "https://registry.npmjs.org/@types/nodemailer-express-handlebars/-/nodemailer-express-handlebars-4.0.2.tgz"
@@ -1462,6 +1500,11 @@
   resolved "https://registry.npmjs.org/@types/range-parser/-/range-parser-1.2.4.tgz"
   integrity sha512-EEhsLsD6UsDM1yFhAvy0Cjr6VwmpMWqFBCb9w07wVugF7w9nfajxLuVmngTIpgS6svCnm6Vaw+MZhoDCKnOfsw==
 
+"@types/retry@0.12.0":
+  version "0.12.0"
+  resolved "https://registry.npmmirror.com/@types/retry/-/retry-0.12.0.tgz#2b35eccfcee7d38cd72ad99232fbd58bffb3c84d"
+  integrity sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA==
+
 "@types/semver@^7.3.12":
   version "7.3.13"
   resolved "https://registry.npmjs.org/@types/semver/-/semver-7.3.13.tgz"
@@ -1757,6 +1800,13 @@ abbrev@1:
   resolved "https://registry.npmjs.org/abbrev/-/abbrev-1.1.1.tgz"
   integrity sha512-nne9/IiQ/hzIhY6pdDnbBtz7DjPTKrY00P/zvPSm5pOFkl6xuGrGnXn/VtTNNfNtAfZ9/1RtehkszU9qcTii0Q==
 
+abort-controller@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmmirror.com/abort-controller/-/abort-controller-3.0.0.tgz#eaf54d53b62bae4138e809ca225c8439a6efb392"
+  integrity sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==
+  dependencies:
+    event-target-shim "^5.0.0"
+
 accepts@~1.3.8:
   version "1.3.8"
   resolved "https://registry.npmjs.org/accepts/-/accepts-1.3.8.tgz"
@@ -1804,6 +1854,15 @@ agentkeepalive@^3.4.1:
   dependencies:
     humanize-ms "^1.2.1"
 
+agentkeepalive@^4.2.1:
+  version "4.3.0"
+  resolved "https://registry.npmmirror.com/agentkeepalive/-/agentkeepalive-4.3.0.tgz#bb999ff07412653c1803b3ced35e50729830a255"
+  integrity sha512-7Epl1Blf4Sy37j4v9f9FjICCh4+KAQOyXgHEwlyBiAQLbhKdq/i2QQU3amQalS/wPhdPzDXPL5DMR5bkn+YeWg==
+  dependencies:
+    debug "^4.1.0"
+    depd "^2.0.0"
+    humanize-ms "^1.2.1"
+
 ajv-formats@2.1.1:
   version "2.1.1"
   resolved "https://registry.npmjs.org/ajv-formats/-/ajv-formats-2.1.1.tgz"
@@ -2036,7 +2095,7 @@ aws-sign2@~0.7.0:
   resolved "https://registry.npmmirror.com/aws-sign2/-/aws-sign2-0.7.0.tgz#b46e890934a9591f2d2f6f86d7e6a9f1b3fe76a8"
   integrity sha512-08kcGqnYf/YmjoRhfxyu+CLxBjUtHLXLXX/vUfx9l2LYzG3c1m61nrpyFUZI6zeS+Li/wWMMidD9KgrqtGq3mA==
 
-aws4@^1.8.0:
+aws4@^1.11.0, aws4@^1.8.0:
   version "1.12.0"
   resolved "https://registry.npmmirror.com/aws4/-/aws4-1.12.0.tgz#ce1c9d143389679e253b314241ea9aa5cec980d3"
   integrity sha512-NmWvPnx0F1SfrQbYwOi7OeaNGokp9XhzNioJ/CSBs8Qa4vxug81mhJEAVZwxXuBmYB5KDRfMq/F3RR0BIU7sWg==
@@ -2137,7 +2196,12 @@ balanced-match@^1.0.0:
   resolved "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz"
   integrity sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==
 
-base64-js@^1.3.1:
+base-64@^0.1.0:
+  version "0.1.0"
+  resolved "https://registry.npmmirror.com/base-64/-/base-64-0.1.0.tgz#780a99c84e7d600260361511c4877613bf24f6bb"
+  integrity sha512-Y5gU45svrR5tI2Vt/X9GPd3L0HNIKzGu202EjxrXMpuc2V2CiKgemAbUUsqYmZJvPtCXoUKjNZwBJzsNScUbXA==
+
+base64-js@^1.3.1, base64-js@^1.5.1:
   version "1.5.1"
   resolved "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz"
   integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==
@@ -2174,11 +2238,16 @@ bignumber.js@^9.1.1:
   resolved "https://registry.npmmirror.com/bignumber.js/-/bignumber.js-9.1.1.tgz#c4df7dc496bd849d4c9464344c1aa74228b4dac6"
   integrity sha512-pHm4LsMJ6lzgNGVfZHjMoO8sdoRhOzOH4MLmY65Jg70bpxCKu5iOHNJyfF6OyvYw7t8Fpf35RuzUyqnQsj8Vig==
 
-binary-extensions@^2.0.0:
+binary-extensions@^2.0.0, binary-extensions@^2.2.0:
   version "2.2.0"
   resolved "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.2.0.tgz"
   integrity sha512-jDctJ/IVQbZoJykoeHbhXpOlNBqGNcwXJKJog42E5HDPUwQTSdjCHdihjj0DlnheQ7blbT6dHOafNAiS8ooQKA==
 
+binary-search@^1.3.5:
+  version "1.3.6"
+  resolved "https://registry.npmmirror.com/binary-search/-/binary-search-1.3.6.tgz#e32426016a0c5092f0f3598836a1c7da3560565c"
+  integrity sha512-nbE1WxOTTrUWIfsfZ4aHGYu5DOuNkbxGokjV6Z2kxfJK3uaAb8zNK1muzOeipoLHZjInT4Br88BHpzevc681xA==
+
 bl@^4.1.0:
   version "4.1.0"
   resolved "https://registry.npmjs.org/bl/-/bl-4.1.0.tgz"
@@ -2332,16 +2401,16 @@ callsites@^3.0.0:
   resolved "https://registry.npmjs.org/callsites/-/callsites-3.1.0.tgz"
   integrity sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ==
 
+camelcase@6, camelcase@^6.2.0:
+  version "6.3.0"
+  resolved "https://registry.npmjs.org/camelcase/-/camelcase-6.3.0.tgz"
+  integrity sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==
+
 camelcase@^5.3.1:
   version "5.3.1"
   resolved "https://registry.npmjs.org/camelcase/-/camelcase-5.3.1.tgz"
   integrity sha512-L28STB170nwWS63UjtlEOE3dldQApaJXZkOI1uMFfzf3rRuPegHaHesyee+YxQ+W6SvRDQV6UrdOdRiR153wJg==
 
-camelcase@^6.2.0:
-  version "6.3.0"
-  resolved "https://registry.npmjs.org/camelcase/-/camelcase-6.3.0.tgz"
-  integrity sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==
-
 caniuse-lite@^1.0.30001449:
   version "1.0.30001451"
   resolved "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001451.tgz"
@@ -2588,6 +2657,11 @@ commander@4.1.1:
   resolved "https://registry.npmjs.org/commander/-/commander-4.1.1.tgz"
   integrity sha512-NOKm8xhkzAjzFx8B2v5OAHT+u5pRQc2UCa2Vq9jYL/31o2wi9mxBA7LIFs3sV5VSC49z6pEhfbMULvShKj26WA==
 
+commander@^10.0.1:
+  version "10.0.1"
+  resolved "https://registry.npmmirror.com/commander/-/commander-10.0.1.tgz#881ee46b4f77d1c1dccc5823433aa39b022cbe06"
+  integrity sha512-y4Mg2tXshplEbSGzx7amzPwKKOCGuoSRP/CjEdwwk0FOGlUbq6lKuoyDZTNZkmxHdJtp54hdfY/JUrdL7Xfdug==
+
 commander@^2.20.0:
   version "2.20.3"
   resolved "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz"
@@ -2757,7 +2831,7 @@ debug@2.6.9, debug@^2.2.0, debug@^2.6.9:
   dependencies:
     ms "2.0.0"
 
-debug@4, debug@4.x, debug@^4.1.0, debug@^4.1.1, debug@^4.3.2, debug@^4.3.3, debug@^4.3.4:
+debug@4, debug@4.x, debug@^4.1.0, debug@^4.1.1, debug@^4.3.1, debug@^4.3.2, debug@^4.3.3, debug@^4.3.4:
   version "4.3.4"
   resolved "https://registry.npmjs.org/debug/-/debug-4.3.4.tgz"
   integrity sha512-PRWFHuSU3eDtQJPvnNY7Jcket1j0t5OuOsFzPPzsekD52Zl8qUfFIPEiswXqIvHWGVHOgX+7G/vCNNhehwxfkQ==
@@ -2778,6 +2852,11 @@ debug@^3.1.0:
   dependencies:
     ms "^2.1.1"
 
+decamelize@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npmmirror.com/decamelize/-/decamelize-1.2.0.tgz#f6534d15148269b20352e7bee26f501f9a191290"
+  integrity sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA==
+
 dedent@^0.7.0:
   version "0.7.0"
   resolved "https://registry.npmmirror.com/dedent/-/dedent-0.7.0.tgz#2495ddbaf6eb874abb0e1be9df22d2e5a544326c"
@@ -2832,7 +2911,7 @@ denque@^2.1.0:
   resolved "https://registry.npmjs.org/denque/-/denque-2.1.0.tgz"
   integrity sha512-HVQE3AAb/pxF8fQAoiqpvg9i3evqug3hoiwakOyZAwJm+6vZehbkYXZ0l4JxS+I3QxM97v5aaRNhj8v5oBhekw==
 
-depd@2.0.0:
+depd@2.0.0, depd@^2.0.0:
   version "2.0.0"
   resolved "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz"
   integrity sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==
@@ -2870,6 +2949,14 @@ diff@^4.0.1:
   resolved "https://registry.npmjs.org/diff/-/diff-4.0.2.tgz"
   integrity sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A==
 
+digest-fetch@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.npmmirror.com/digest-fetch/-/digest-fetch-1.3.0.tgz#898e69264d00012a23cf26e8a3e40320143fc661"
+  integrity sha512-CGJuv6iKNM7QyZlM2T3sPAdZWd/p9zQiRNS9G+9COUCwzWFTs0Xp8NF5iePx7wtvhDykReiRRrSeNb4oMmB8lA==
+  dependencies:
+    base-64 "^0.1.0"
+    md5 "^2.3.0"
+
 digest-header@^1.0.0:
   version "1.0.0"
   resolved "https://registry.npmmirror.com/digest-header/-/digest-header-1.0.0.tgz#60227a57b55e5f0b023055a875111a247662189d"
@@ -2901,6 +2988,11 @@ dotenv@16.0.3, dotenv@^16.0.3:
   resolved "https://registry.npmjs.org/dotenv/-/dotenv-16.0.3.tgz"
   integrity sha512-7GO6HghkA5fYG9TYnNxi14/7K9f5occMlp3zXAuSxn7CKCxt9xbNWG7yF8hTCSUchlfWSe3uLmlPfigevRItzQ==
 
+dotenv@^16.3.1:
+  version "16.3.1"
+  resolved "https://registry.npmmirror.com/dotenv/-/dotenv-16.3.1.tgz#369034de7d7e5b120972693352a3bf112172cc3e"
+  integrity sha512-IPzF4w4/Rd94bA9imS68tZBaYyBWSCE47V1RGuMrB94iyTOIEwRmVL2x/4An+6mETpLrKJ5hQkB8W4kFAadeIQ==
+
 dottie@^2.0.2:
   version "2.0.3"
   resolved "https://registry.npmmirror.com/dottie/-/dottie-2.0.3.tgz#797a4f4c92a9a65499806be4051b9d9dcd5a5d77"
@@ -3173,6 +3265,16 @@ etag@~1.8.1:
   resolved "https://registry.npmjs.org/etag/-/etag-1.8.1.tgz"
   integrity sha512-aIL5Fx7mawVa300al2BnEE4iNvo1qETxLrPI/o05L7z6go7fCw1J6EQmbK4FmJ2AS7kgVF/KEZWufBfdClMcPg==
 
+event-target-shim@^5.0.0:
+  version "5.0.1"
+  resolved "https://registry.npmmirror.com/event-target-shim/-/event-target-shim-5.0.1.tgz#5d4d3ebdf9583d63a5333ce2deb7480ab2b05789"
+  integrity sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==
+
+eventemitter3@^4.0.4:
+  version "4.0.7"
+  resolved "https://registry.npmmirror.com/eventemitter3/-/eventemitter3-4.0.7.tgz#2de9b68f6528d5644ef5c59526a1b4a07306169f"
+  integrity sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw==
+
 events@^3.2.0:
   version "3.3.0"
   resolved "https://registry.npmjs.org/events/-/events-3.3.0.tgz"
@@ -3229,6 +3331,11 @@ expect@^29.0.0, expect@^29.4.2:
     jest-message-util "^29.4.2"
     jest-util "^29.4.2"
 
+expr-eval@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.npmmirror.com/expr-eval/-/expr-eval-2.0.2.tgz#fa6f044a7b0c93fde830954eb9c5b0f7fbc7e201"
+  integrity sha512-4EMSHGOPSwAfBiibw3ndnP0AvjDWLsMvGOvWEZ2F96IGk0bIVdjQisOHxReSkE13mHcfbuCiXw+G4y0zv6N8Eg==
+
 express-basic-auth@^1.2.1:
   version "1.2.1"
   resolved "https://registry.npmjs.org/express-basic-auth/-/express-basic-auth-1.2.1.tgz"
@@ -3443,6 +3550,11 @@ flat-cache@^3.0.4:
     flatted "^3.1.0"
     rimraf "^3.0.2"
 
+flat@^5.0.2:
+  version "5.0.2"
+  resolved "https://registry.npmmirror.com/flat/-/flat-5.0.2.tgz#8ca6fe332069ffa9d324c327198c598259ceb241"
+  integrity sha512-b6suED+5/3rTpUBdG1gupIl8MPFCAMA0QXwmljLhvCUKcUvdE4gWky9zpuGCcXHOsz4J9wPGNWq6OKpmIzz3hQ==
+
 flatted@^3.1.0:
   version "3.2.7"
   resolved "https://registry.npmjs.org/flatted/-/flatted-3.2.7.tgz"
@@ -3503,6 +3615,20 @@ fork-ts-checker-webpack-plugin@7.3.0:
     semver "^7.3.5"
     tapable "^2.2.1"
 
+form-data-encoder@1.7.2:
+  version "1.7.2"
+  resolved "https://registry.npmmirror.com/form-data-encoder/-/form-data-encoder-1.7.2.tgz#1f1ae3dccf58ed4690b86d87e4f57c654fbab040"
+  integrity sha512-qfqtYan3rxrnCk1VYaA4H+Ms9xdpPqvLZa6xmMgFvhO32x7/3J/ExcTd6qpxM0vH2GdMI+poehyBZvqfMTto8A==
+
+form-data@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.npmmirror.com/form-data/-/form-data-3.0.1.tgz#ebd53791b78356a99af9a300d4282c4d5eb9755f"
+  integrity sha512-RHkBKtLWUVwd7SqRIvCZMEvAMoGUp0XU+seQiZejj0COz3RI3hWP4sCv3gZWWLjJTd7rGwcsF5eKZGii0r/hbg==
+  dependencies:
+    asynckit "^0.4.0"
+    combined-stream "^1.0.8"
+    mime-types "^2.1.12"
+
 form-data@^4.0.0:
   version "4.0.0"
   resolved "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz"
@@ -3521,6 +3647,14 @@ form-data@~2.3.2:
     combined-stream "^1.0.6"
     mime-types "^2.1.12"
 
+formdata-node@^4.3.2:
+  version "4.4.1"
+  resolved "https://registry.npmmirror.com/formdata-node/-/formdata-node-4.4.1.tgz#23f6a5cb9cb55315912cbec4ff7b0f59bbd191e2"
+  integrity sha512-0iirZp3uVDjVGt9p49aTaqjk84TrglENEDuqfdlZQ1roC9CWlPk6Avf8EEnZNcAqPonwkG35x4n3ww/1THYAeQ==
+  dependencies:
+    node-domexception "1.0.0"
+    web-streams-polyfill "4.0.0-beta.3"
+
 formidable@^2.1.2:
   version "2.1.2"
   resolved "https://registry.npmjs.org/formidable/-/formidable-2.1.2.tgz"
@@ -3885,6 +4019,11 @@ highlight.js@^10.7.1:
   resolved "https://registry.npmjs.org/highlight.js/-/highlight.js-10.7.3.tgz"
   integrity sha512-tzcUFauisWKNHaRkN4Wjl/ZA07gENAjFl3J/c480dprkGTg5EQstgaNFqBfUqCq54kZRIEcreTsAgF/m2quD7A==
 
+hpagent@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npmmirror.com/hpagent/-/hpagent-1.2.0.tgz#0ae417895430eb3770c03443456b8d90ca464903"
+  integrity sha512-A91dYTeIB6NoXG+PxTQpCCDDnfHsW9kc06Lvpu1TEe9gnd6ZFeiBoRO9JvzEv6xK7EX97/dUE8g/vBMTqTS3CA==
+
 html-escaper@^2.0.0:
   version "2.0.2"
   resolved "https://registry.npmjs.org/html-escaper/-/html-escaper-2.0.2.tgz"
@@ -4116,6 +4255,11 @@ ipaddr.js@1.9.1:
   resolved "https://registry.npmjs.org/ipaddr.js/-/ipaddr.js-1.9.1.tgz"
   integrity sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g==
 
+is-any-array@^2.0.0:
+  version "2.0.1"
+  resolved "https://registry.npmmirror.com/is-any-array/-/is-any-array-2.0.1.tgz#9233242a9c098220290aa2ec28f82ca7fa79899e"
+  integrity sha512-UtilS7hLRu++wb/WBAw9bNuP1Eg04Ivn1vERJck8zJthEvXCBEBpGR/33u/xLKWEQf95803oalHrVDptcAvFdQ==
+
 is-arguments@^1.0.4:
   version "1.1.1"
   resolved "https://registry.npmmirror.com/is-arguments/-/is-arguments-1.1.1.tgz#15b3f88fda01f2a97fec84ca761a560f123efa9b"
@@ -4722,6 +4866,13 @@ js-sdsl@^4.1.4:
   resolved "https://registry.npmjs.org/js-sdsl/-/js-sdsl-4.3.0.tgz"
   integrity sha512-mifzlm2+5nZ+lEcLJMoBK0/IH/bDg8XnJfd/Wq6IP+xoCjLZsTOnV2QpxlVbX9bMnkl5PdEjNtBJ9Cj1NjifhQ==
 
+js-tiktoken@^1.0.7:
+  version "1.0.7"
+  resolved "https://registry.npmmirror.com/js-tiktoken/-/js-tiktoken-1.0.7.tgz#56933fcd2093e8304060dfde3071bda91812e6f5"
+  integrity sha512-biba8u/clw7iesNEWLOLwrNGoBP2lA+hTaBLs/D45pJdUPFXyxD6nhcDVtADChghv4GgyAiMKYMiRx7x6h7Biw==
+  dependencies:
+    base64-js "^1.5.1"
+
 js-tokens@^4.0.0:
   version "4.0.0"
   resolved "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz"
@@ -4813,6 +4964,11 @@ jsonfile@^6.0.1:
   optionalDependencies:
     graceful-fs "^4.1.6"
 
+jsonpointer@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.npmmirror.com/jsonpointer/-/jsonpointer-5.0.1.tgz#2110e0af0900fd37467b5907ecd13a7884a1b559"
+  integrity sha512-p/nXbhSEcu3pZRdkW1OfJhpsVtW1gd4Wa1fnQc9YLiTfAjn0312eMKimbdIQzuZl9aa9xUGaRlP9T/CJE/ditQ==
+
 jsonwebtoken@9.0.0, jsonwebtoken@^9.0.0:
   version "9.0.0"
   resolved "https://registry.npmjs.org/jsonwebtoken/-/jsonwebtoken-9.0.0.tgz"
@@ -4886,6 +5042,44 @@ ko-sleep@^1.0.3:
   dependencies:
     ms "*"
 
+langchain@^0.0.117:
+  version "0.0.117"
+  resolved "https://registry.npmmirror.com/langchain/-/langchain-0.0.117.tgz#95997f372dbae7c6a839add6dc31ea19e97956ad"
+  integrity sha512-muoMhEGErDsN/D1+dUbpToo0SOBi6mz9IeG735tE57n2W7h0fUrhvmWKI66pm7uR7cE8sojBLKTjHLWZqJy6CQ==
+  dependencies:
+    "@anthropic-ai/sdk" "^0.5.7"
+    ansi-styles "^5.0.0"
+    binary-extensions "^2.2.0"
+    camelcase "6"
+    decamelize "^1.2.0"
+    expr-eval "^2.0.2"
+    flat "^5.0.2"
+    js-tiktoken "^1.0.7"
+    js-yaml "^4.1.0"
+    jsonpointer "^5.0.1"
+    langsmith "~0.0.11"
+    ml-distance "^4.0.0"
+    object-hash "^3.0.0"
+    openai "^3.3.0"
+    openapi-types "^12.1.3"
+    p-queue "^6.6.2"
+    p-retry "4"
+    uuid "^9.0.0"
+    yaml "^2.2.1"
+    zod "^3.21.4"
+    zod-to-json-schema "^3.20.4"
+
+langsmith@~0.0.11:
+  version "0.0.14"
+  resolved "https://registry.npmmirror.com/langsmith/-/langsmith-0.0.14.tgz#60351387464e095eb087a775a8964d5b5f90d688"
+  integrity sha512-56K2AkhxsbniK2beCn28zRdHtlRlnVBWnKPsjAhSRBFESNZ0X00J2BXM/Z55M5Rt+Fpud0VldK8V+F25htYTDw==
+  dependencies:
+    "@types/uuid" "^9.0.1"
+    commander "^10.0.1"
+    p-queue "^6.6.2"
+    p-retry "4"
+    uuid "^9.0.0"
+
 leven@^3.1.0:
   version "3.1.0"
   resolved "https://registry.npmjs.org/leven/-/leven-3.1.0.tgz"
@@ -5208,6 +5402,42 @@ mkdirp@^2.1.3:
   resolved "https://registry.npmjs.org/mkdirp/-/mkdirp-2.1.3.tgz"
   integrity sha512-sjAkg21peAG9HS+Dkx7hlG9Ztx7HLeKnvB3NQRcu/mltCVmvkF0pisbiTSfDVYTT86XEfZrTUosLdZLStquZUw==
 
+ml-array-mean@^1.1.6:
+  version "1.1.6"
+  resolved "https://registry.npmmirror.com/ml-array-mean/-/ml-array-mean-1.1.6.tgz#d951a700dc8e3a17b3e0a583c2c64abd0c619c56"
+  integrity sha512-MIdf7Zc8HznwIisyiJGRH9tRigg3Yf4FldW8DxKxpCCv/g5CafTw0RRu51nojVEOXuCQC7DRVVu5c7XXO/5joQ==
+  dependencies:
+    ml-array-sum "^1.1.6"
+
+ml-array-sum@^1.1.6:
+  version "1.1.6"
+  resolved "https://registry.npmmirror.com/ml-array-sum/-/ml-array-sum-1.1.6.tgz#d1d89c20793cd29c37b09d40e85681aa4515a955"
+  integrity sha512-29mAh2GwH7ZmiRnup4UyibQZB9+ZLyMShvt4cH4eTK+cL2oEMIZFnSyB3SS8MlsTh6q/w/yh48KmqLxmovN4Dw==
+  dependencies:
+    is-any-array "^2.0.0"
+
+ml-distance-euclidean@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.npmmirror.com/ml-distance-euclidean/-/ml-distance-euclidean-2.0.0.tgz#3a668d236649d1b8fec96380b9435c6f42c9a817"
+  integrity sha512-yC9/2o8QF0A3m/0IXqCTXCzz2pNEzvmcE/9HFKOZGnTjatvBbsn4lWYJkxENkA4Ug2fnYl7PXQxnPi21sgMy/Q==
+
+ml-distance@^4.0.0:
+  version "4.0.1"
+  resolved "https://registry.npmmirror.com/ml-distance/-/ml-distance-4.0.1.tgz#4741d17a1735888c5388823762271dfe604bd019"
+  integrity sha512-feZ5ziXs01zhyFUUUeZV5hwc0f5JW0Sh0ckU1koZe/wdVkJdGxcP06KNQuF0WBTj8FttQUzcvQcpcrOp/XrlEw==
+  dependencies:
+    ml-array-mean "^1.1.6"
+    ml-distance-euclidean "^2.0.0"
+    ml-tree-similarity "^1.0.0"
+
+ml-tree-similarity@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmmirror.com/ml-tree-similarity/-/ml-tree-similarity-1.0.0.tgz#24705a107e32829e24d945e87219e892159c53f0"
+  integrity sha512-XJUyYqjSuUQkNQHMscr6tcjldsOoAekxADTplt40QKfwW6nd++1wHWV9AArl0Zvw/TIHgNaZZNvr8QGvE8wLRg==
+  dependencies:
+    binary-search "^1.3.5"
+    num-sort "^2.0.0"
+
 moment-timezone@^0.5.35:
   version "0.5.43"
   resolved "https://registry.npmmirror.com/moment-timezone/-/moment-timezone-0.5.43.tgz#3dd7f3d0c67f78c23cd1906b9b2137a09b3c4790"
@@ -5275,7 +5505,7 @@ mquery@5.0.0:
   dependencies:
     debug "4.x"
 
-ms@*, ms@2.1.3, ms@^2.0.0:
+ms@*, ms@2.1.3, ms@^2.0.0, ms@^2.1.3:
   version "2.1.3"
   resolved "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz"
   integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
@@ -5413,6 +5643,11 @@ node-addon-api@^5.0.0:
   resolved "https://registry.npmjs.org/node-addon-api/-/node-addon-api-5.1.0.tgz"
   integrity sha512-eh0GgfEkpnoWDq+VY8OyvYhFEzBk6jIYbRKdIlyTiAXIVJ8PyBaKb0rp7oDtoddbdoHWhq8wwr+XZ81F1rpNdA==
 
+node-domexception@1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmmirror.com/node-domexception/-/node-domexception-1.0.0.tgz#6888db46a1f71c0b76b3f7555016b63fe64766e5"
+  integrity sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ==
+
 node-emoji@1.11.0:
   version "1.11.0"
   resolved "https://registry.npmjs.org/node-emoji/-/node-emoji-1.11.0.tgz"
@@ -5490,6 +5725,11 @@ npmlog@^5.0.1:
     gauge "^3.0.0"
     set-blocking "^2.0.0"
 
+num-sort@^2.0.0:
+  version "2.1.0"
+  resolved "https://registry.npmmirror.com/num-sort/-/num-sort-2.1.0.tgz#1cbb37aed071329fdf41151258bc011898577a9b"
+  integrity sha512-1MQz1Ed8z2yckoBeSfkQHHO9K1yDRxxtotKSJ9yvcTUUxSvfvzEq5GwBrjjHEpMlq/k5gvXdmJ1SbYxWtpNoVg==
+
 oauth-sign@~0.9.0:
   version "0.9.0"
   resolved "https://registry.npmmirror.com/oauth-sign/-/oauth-sign-0.9.0.tgz#47a7b016baa68b5fa0ecf3dee08a85c679ac6455"
@@ -5500,6 +5740,11 @@ object-assign@^4, object-assign@^4.0.1, object-assign@^4.1.1:
   resolved "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz"
   integrity sha512-rJgTQnkUnH1sFw8yT6VSU3zD3sWmu6sZhIseY8VX+GRu3P6F7Fu+JNDoXfklElbLJSnc3FUQHVe4cU5hj+BcUg==
 
+object-hash@^3.0.0:
+  version "3.0.0"
+  resolved "https://registry.npmmirror.com/object-hash/-/object-hash-3.0.0.tgz#73f97f753e7baffc0e2cc9d6e079079744ac82e9"
+  integrity sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw==
+
 object-inspect@^1.9.0:
   version "1.12.3"
   resolved "https://registry.npmjs.org/object-inspect/-/object-inspect-1.12.3.tgz"
@@ -5526,6 +5771,19 @@ onetime@^5.1.0, onetime@^5.1.2:
   dependencies:
     mimic-fn "^2.1.0"
 
+openai@^3.3.0:
+  version "3.3.0"
+  resolved "https://registry.npmmirror.com/openai/-/openai-3.3.0.tgz#a6408016ad0945738e1febf43f2fccca83a3f532"
+  integrity sha512-uqxI/Au+aPRnsaQRe8CojU0eCR7I0mBiKjD3sNMzY6DaC1ZVrc85u98mtJW6voDug8fgGN+DIZmTDxTthxb7dQ==
+  dependencies:
+    axios "^0.26.0"
+    form-data "^4.0.0"
+
+openapi-types@^12.1.3:
+  version "12.1.3"
+  resolved "https://registry.npmmirror.com/openapi-types/-/openapi-types-12.1.3.tgz#471995eb26c4b97b7bd356aacf7b91b73e777dd3"
+  integrity sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw==
+
 optionator@^0.8.1:
   version "0.8.3"
   resolved "https://registry.npmmirror.com/optionator/-/optionator-0.8.3.tgz#84fa1d036fe9d3c7e21d99884b601167ec8fb495"
@@ -5608,6 +5866,11 @@ osx-release@^1.0.0:
   dependencies:
     minimist "^1.1.0"
 
+p-finally@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.npmmirror.com/p-finally/-/p-finally-1.0.0.tgz#3fbcfb15b899a44123b34b6dcc18b724336a2cae"
+  integrity sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow==
+
 p-limit@^2.2.0:
   version "2.3.0"
   resolved "https://registry.npmjs.org/p-limit/-/p-limit-2.3.0.tgz"
@@ -5636,6 +5899,29 @@ p-locate@^5.0.0:
   dependencies:
     p-limit "^3.0.2"
 
+p-queue@^6.6.2:
+  version "6.6.2"
+  resolved "https://registry.npmmirror.com/p-queue/-/p-queue-6.6.2.tgz#2068a9dcf8e67dd0ec3e7a2bcb76810faa85e426"
+  integrity sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==
+  dependencies:
+    eventemitter3 "^4.0.4"
+    p-timeout "^3.2.0"
+
+p-retry@4:
+  version "4.6.2"
+  resolved "https://registry.npmmirror.com/p-retry/-/p-retry-4.6.2.tgz#9baae7184057edd4e17231cee04264106e092a16"
+  integrity sha512-312Id396EbJdvRONlngUx0NydfrIQ5lsYu0znKVUzVvArzEIt08V1qhtyESbGVd1FGX7UKtiFp5uwKZdM8wIuQ==
+  dependencies:
+    "@types/retry" "0.12.0"
+    retry "^0.13.1"
+
+p-timeout@^3.2.0:
+  version "3.2.0"
+  resolved "https://registry.npmmirror.com/p-timeout/-/p-timeout-3.2.0.tgz#c7e17abc971d2a7962ef83626b35d635acf23dfe"
+  integrity sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==
+  dependencies:
+    p-finally "^1.0.0"
+
 p-timeout@^6.1.1:
   version "6.1.1"
   resolved "https://registry.npmmirror.com/p-timeout/-/p-timeout-6.1.1.tgz#bcee5e37d730f5474d973b6ff226751a1a5e6ff1"
@@ -6281,6 +6567,11 @@ retry-as-promised@^7.0.3:
   resolved "https://registry.npmmirror.com/retry-as-promised/-/retry-as-promised-7.0.4.tgz#9df73adaeea08cb2948b9d34990549dc13d800a2"
   integrity sha512-XgmCoxKWkDofwH8WddD0w85ZfqYz+ZHlr5yo+3YUCfycWawU56T5ckWXsScsj5B8tqUcIG67DxXByo3VUgiAdA==
 
+retry@^0.13.1:
+  version "0.13.1"
+  resolved "https://registry.npmmirror.com/retry/-/retry-0.13.1.tgz#185b1587acf67919d63b357349e03537b2484658"
+  integrity sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg==
+
 reusify@^1.0.4:
   version "1.0.4"
   resolved "https://registry.npmjs.org/reusify/-/reusify-1.0.4.tgz"
@@ -6374,6 +6665,11 @@ sdk-base@^2.0.1:
   dependencies:
     get-ready "~1.0.0"
 
+secure-json-parse@^2.4.0:
+  version "2.7.0"
+  resolved "https://registry.npmmirror.com/secure-json-parse/-/secure-json-parse-2.7.0.tgz#5a5f9cd6ae47df23dba3151edd06855d47e09862"
+  integrity sha512-6aU+Rwsezw7VR8/nyvKTx8QpWH9FrcYiXXlqC4z5d5XQBDRqtbfsRjnwGyqbi3gddNtWHuEk9OANUotL26qKUw==
+
 semver@7.x, semver@^7.3.4, semver@^7.3.5, semver@^7.3.7, semver@^7.3.8:
   version "7.3.8"
   resolved "https://registry.npmjs.org/semver/-/semver-7.3.8.tgz"
@@ -7344,6 +7640,11 @@ wcwidth@^1.0.1:
   dependencies:
     defaults "^1.0.3"
 
+web-streams-polyfill@4.0.0-beta.3:
+  version "4.0.0-beta.3"
+  resolved "https://registry.npmmirror.com/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz#2898486b74f5156095e473efe989dcf185047a38"
+  integrity sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==
+
 webidl-conversions@^3.0.0:
   version "3.0.1"
   resolved "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz"
@@ -7550,6 +7851,11 @@ yaml@^1.10.0:
   resolved "https://registry.npmmirror.com/yaml/-/yaml-1.10.2.tgz#2301c5ffbf12b467de8da2333a459e29e7920e4b"
   integrity sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==
 
+yaml@^2.2.1:
+  version "2.3.1"
+  resolved "https://registry.npmmirror.com/yaml/-/yaml-2.3.1.tgz#02fe0975d23cd441242aa7204e09fc28ac2ac33b"
+  integrity sha512-2eHWfjaoXgTBC2jNM1LRef62VQa0umtvRiDSk6HSzW7RvS5YtkabJrwYLLEKWBc8a5U2PTSCs+dJjUTJdlHsWQ==
+
 yargs-parser@21.1.1, yargs-parser@^21.0.1, yargs-parser@^21.1.1:
   version "21.1.1"
   resolved "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz"
@@ -7605,3 +7911,13 @@ yup@^1.0.0:
     tiny-case "^1.0.3"
     toposort "^2.0.2"
     type-fest "^2.19.0"
+
+zod-to-json-schema@^3.20.4:
+  version "3.21.4"
+  resolved "https://registry.npmmirror.com/zod-to-json-schema/-/zod-to-json-schema-3.21.4.tgz#de97c5b6d4a25e9d444618486cb55c0c7fb949fd"
+  integrity sha512-fjUZh4nQ1s6HMccgIeE0VP4QG/YRGPmyjO9sAh890aQKPEk3nqbfUXhMFaC+Dr5KvYBm8BCyvfpZf2jY9aGSsw==
+
+zod@^3.21.4:
+  version "3.21.4"
+  resolved "https://registry.npmmirror.com/zod/-/zod-3.21.4.tgz#10882231d992519f0a10b5dd58a38c9dabbb64db"
+  integrity sha512-m46AKbrzKVzOzs/DZgVnG5H55N1sv1M8qZU3A8RIKbs3mrACDNeIOeilDymVb2HdmP8uwshOCF4uJ8uM9rCqJw==