feat(nx-dev): new page for ai docs (#18025)

nx-dev/data-access-ai/.eslintrc.json

@@ -0,0 +1,18 @@
+{
+  "extends": ["../../.eslintrc.json"],
+  "ignorePatterns": ["!**/*"],
+  "overrides": [
+    {
+      "files": ["*.ts", "*.tsx", "*.js", "*.jsx"],
+      "rules": {}
+    },
+    {
+      "files": ["*.ts", "*.tsx"],
+      "rules": {}
+    },
+    {
+      "files": ["*.js", "*.jsx"],
+      "rules": {}
+    }
+  ]
+}

nx-dev/data-access-ai/README.md

@@ -0,0 +1,11 @@
+# nx-dev-data-access-ai
+
+This library was generated with [Nx](https://nx.dev).
+
+## Building
+
+Run `nx build nx-dev-data-access-ai` to build the library.
+
+## Running unit tests
+
+Run `nx test nx-dev-data-access-ai` to execute the unit tests via [Jest](https://jestjs.io).

nx-dev/data-access-ai/jest.config.ts

@@ -0,0 +1,11 @@
+/* eslint-disable */
+export default {
+  displayName: 'nx-dev-data-access-ai',
+  preset: '../../jest.preset.js',
+  testEnvironment: 'node',
+  transform: {
+    '^.+\\.[tj]s$': ['ts-jest', { tsconfig: '<rootDir>/tsconfig.spec.json' }],
+  },
+  moduleFileExtensions: ['ts', 'js', 'html'],
+  coverageDirectory: '../../coverage/nx-dev/data-access-ai',
+};

nx-dev/data-access-ai/package.json

@@ -0,0 +1,5 @@
+{
+  "name": "@nx/nx-dev/data-access-ai",
+  "version": "0.0.1",
+  "type": "commonjs"
+}

nx-dev/data-access-ai/project.json

@@ -0,0 +1,40 @@
+{
+  "name": "nx-dev-data-access-ai",
+  "$schema": "../../node_modules/nx/schemas/project-schema.json",
+  "sourceRoot": "nx-dev/data-access-ai/src",
+  "projectType": "library",
+  "targets": {
+    "build": {
+      "executor": "@nx/js:tsc",
+      "outputs": ["{options.outputPath}"],
+      "options": {
+        "outputPath": "dist/nx-dev/data-access-ai",
+        "main": "nx-dev/data-access-ai/src/index.ts",
+        "tsConfig": "nx-dev/data-access-ai/tsconfig.lib.json",
+        "assets": ["nx-dev/data-access-ai/*.md"]
+      }
+    },
+    "lint": {
+      "executor": "@nx/linter:eslint",
+      "outputs": ["{options.outputFile}"],
+      "options": {
+        "lintFilePatterns": ["nx-dev/data-access-ai/**/*.ts"]
+      }
+    },
+    "test": {
+      "executor": "@nx/jest:jest",
+      "outputs": ["{workspaceRoot}/coverage/{projectRoot}"],
+      "options": {
+        "jestConfig": "nx-dev/data-access-ai/jest.config.ts",
+        "passWithNoTests": true
+      },
+      "configurations": {
+        "ci": {
+          "ci": true,
+          "codeCoverage": true
+        }
+      }
+    }
+  },
+  "tags": []
+}

nx-dev/data-access-ai/src/index.ts

@@ -0,0 +1,2 @@
+export * from './lib/data-access-ai';
+export * from './lib/utils';

nx-dev/data-access-ai/src/lib/data-access-ai.ts

@@ -0,0 +1,192 @@
+// based on:
+// https://github.com/supabase-community/nextjs-openai-doc-search/blob/main/pages/api/vector-search.ts
+
+import { createClient } from '@supabase/supabase-js';
+import GPT3Tokenizer from 'gpt3-tokenizer';
+import {
+  Configuration,
+  OpenAIApi,
+  CreateModerationResponse,
+  CreateEmbeddingResponse,
+  ChatCompletionRequestMessageRoleEnum,
+  CreateCompletionResponseUsage,
+} from 'openai';
+import { getMessageFromResponse, sanitizeLinksInResponse } from './utils';
+
+const openAiKey = process.env['NX_OPENAI_KEY'];
+const supabaseUrl = process.env['NX_NEXT_PUBLIC_SUPABASE_URL'];
+const supabaseServiceKey = process.env['NX_SUPABASE_SERVICE_ROLE_KEY'];
+const config = new Configuration({
+  apiKey: openAiKey,
+});
+const openai = new OpenAIApi(config);
+
+export async function nxDevDataAccessAi(
+  query: string
+): Promise<{ textResponse: string; usage?: CreateCompletionResponseUsage }> {
+  try {
+    if (!openAiKey) {
+      throw new ApplicationError('Missing environment variable NX_OPENAI_KEY');
+    }
+
+    if (!supabaseUrl) {
+      throw new ApplicationError(
+        'Missing environment variable NX_NEXT_PUBLIC_SUPABASE_URL'
+      );
+    }
+
+    if (!supabaseServiceKey) {
+      throw new ApplicationError(
+        'Missing environment variable NX_SUPABASE_SERVICE_ROLE_KEY'
+      );
+    }
+
+    if (!query) {
+      throw new UserError('Missing query in request data');
+    }
+
+    const supabaseClient = createClient(supabaseUrl, supabaseServiceKey);
+
+    // Moderate the content to comply with OpenAI T&C
+    const sanitizedQuery = query.trim();
+    const moderationResponse: CreateModerationResponse = await openai
+      .createModeration({ input: sanitizedQuery })
+      .then((res) => res.data);
+
+    const [results] = moderationResponse.results;
+
+    if (results.flagged) {
+      throw new UserError('Flagged content', {
+        flagged: true,
+        categories: results.categories,
+      });
+    }
+
+    // Create embedding from query
+    const embeddingResponse = await openai.createEmbedding({
+      model: 'text-embedding-ada-002',
+      input: sanitizedQuery,
+    });
+
+    if (embeddingResponse.status !== 200) {
+      throw new ApplicationError(
+        'Failed to create embedding for question',
+        embeddingResponse
+      );
+    }
+
+    const {
+      data: [{ embedding }],
+    }: CreateEmbeddingResponse = embeddingResponse.data;
+
+    const { error: matchError, data: pageSections } = await supabaseClient.rpc(
+      'match_page_sections',
+      {
+        embedding,
+        match_threshold: 0.78,
+        match_count: 10,
+        min_content_length: 50,
+      }
+    );
+
+    if (matchError) {
+      throw new ApplicationError('Failed to match page sections', matchError);
+    }
+
+    const tokenizer = new GPT3Tokenizer({ type: 'gpt3' });
+    let tokenCount = 0;
+    let contextText = '';
+
+    for (let i = 0; i < pageSections.length; i++) {
+      const pageSection = pageSections[i];
+      const content = pageSection.content;
+      const encoded = tokenizer.encode(content);
+      tokenCount += encoded.text.length;
+
+      if (tokenCount >= 1500) {
+        break;
+      }
+
+      contextText += `${content.trim()}\n---\n`;
+    }
+
+    const prompt = `
+      ${`
+      You are a knowledgeable Nx representative. 
+      Your knowledge is based entirely on the official Nx documentation. 
+      You should answer queries using ONLY that information.
+      Answer in markdown format. Always give an example, answer as thoroughly as you can, and
+      always provide a link to relevant documentation
+      on the https://nx.dev website. All the links you find or post 
+      that look like local or relative links, always prepend with "https://nx.dev".
+      Your answer should be in the form of a Markdown article, much like the
+      existing Nx documentation. Include a title, and subsections, if it makes sense.
+      Mark the titles and the subsections with the appropriate markdown syntax.
+      If you are unsure and the answer is not explicitly written in the Nx documentation, say
+      "Sorry, I don't know how to help with that. 
+      You can visit the [Nx documentation](https://nx.dev/getting-started/intro) for more info."
+      Remember, answer the question using ONLY the information provided in the Nx documentation.
+      Answer as markdown (including related code snippets if available).
+      `
+        .replace(/\s+/g, ' ')
+        .trim()}
+    `;
+
+    const chatGptMessages = [
+      {
+        role: ChatCompletionRequestMessageRoleEnum.System,
+        content: prompt,
+      },
+      {
+        role: ChatCompletionRequestMessageRoleEnum.Assistant,
+        content: contextText,
+      },
+      {
+        role: ChatCompletionRequestMessageRoleEnum.User,
+        content: sanitizedQuery,
+      },
+    ];
+
+    const response = await openai.createChatCompletion({
+      model: 'gpt-3.5-turbo-16k',
+      messages: chatGptMessages,
+      temperature: 0,
+      stream: false,
+    });
+
+    if (response.status !== 200) {
+      const error = response.data;
+      throw new ApplicationError('Failed to generate completion', error);
+    }
+
+    const message = getMessageFromResponse(response.data);
+
+    const responseWithoutBadLinks = await sanitizeLinksInResponse(message);
+
+    return {
+      textResponse: responseWithoutBadLinks,
+      usage: response.data.usage,
+    };
+  } catch (err: unknown) {
+    if (err instanceof UserError) {
+      console.error(err.message);
+    } else if (err instanceof ApplicationError) {
+      // Print out application errors with their additional data
+      console.error(`${err.message}: ${JSON.stringify(err.data)}`);
+    } else {
+      // Print out unexpected errors as is to help with debugging
+      console.error(err);
+    }
+
+    // TODO: include more response info in debug environments
+    console.error(err);
+    throw err;
+  }
+}
+export class ApplicationError extends Error {
+  constructor(message: string, public data: Record<string, any> = {}) {
+    super(message);
+  }
+}
+
+export class UserError extends ApplicationError {}

nx-dev/data-access-ai/src/lib/utils.ts

@@ -0,0 +1,50 @@
+import { CreateChatCompletionResponse } from 'openai';
+
+export function getMessageFromResponse(
+  response: CreateChatCompletionResponse
+): string {
+  /**
+   *
+   * This function here will or may be enhanced
+   * once we add more functionality
+   */
+  return response.choices[0].message?.content ?? '';
+}
+
+export async function sanitizeLinksInResponse(
+  response: string
+): Promise<string> {
+  const regex = /https:\/\/nx\.dev[^) \n]*[^).]/g;
+  const urls = response.match(regex);
+
+  if (urls) {
+    for (const url of urls) {
+      const linkIsWrong = await is404(url);
+      if (linkIsWrong) {
+        response = response.replace(
+          url,
+          'https://nx.dev/getting-started/intro'
+        );
+      }
+    }
+  }
+
+  return response;
+}
+
+async function is404(url: string): Promise<boolean> {
+  try {
+    const response = await fetch(url.replace('https://nx.dev', ''));
+    if (response.status === 404) {
+      return true;
+    } else {
+      return false;
+    }
+  } catch (error) {
+    if ((error as any)?.response?.status === 404) {
+      return true;
+    } else {
+      return false;
+    }
+  }
+}

nx-dev/data-access-ai/tsconfig.json

@@ -0,0 +1,24 @@
+{
+  "extends": "../../tsconfig.base.json",
+  "compilerOptions": {
+    "module": "commonjs",
+    "forceConsistentCasingInFileNames": true,
+    "strict": true,
+    "noImplicitOverride": true,
+    "noPropertyAccessFromIndexSignature": true,
+    "noImplicitReturns": true,
+    "noFallthroughCasesInSwitch": true,
+    "target": "es2021",
+    "lib": ["es2021", "DOM"]
+  },
+  "files": [],
+  "include": [],
+  "references": [
+    {
+      "path": "./tsconfig.lib.json"
+    },
+    {
+      "path": "./tsconfig.spec.json"
+    }
+  ]
+}

nx-dev/data-access-ai/tsconfig.lib.json

@@ -0,0 +1,10 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc",
+    "declaration": true,
+    "types": ["node"]
+  },
+  "include": ["src/**/*.ts"],
+  "exclude": ["jest.config.ts", "src/**/*.spec.ts", "src/**/*.test.ts"]
+}

nx-dev/data-access-ai/tsconfig.spec.json

@@ -0,0 +1,14 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc",
+    "module": "commonjs",
+    "types": ["jest", "node"]
+  },
+  "include": [
+    "jest.config.ts",
+    "src/**/*.test.ts",
+    "src/**/*.spec.ts",
+    "src/**/*.d.ts"
+  ]
+}

nx-dev/feature-ai/.babelrc

@@ -0,0 +1,12 @@
+{
+  "presets": [
+    [
+      "@nx/react/babel",
+      {
+        "runtime": "automatic",
+        "useBuiltIns": "usage"
+      }
+    ]
+  ],
+  "plugins": []
+}

nx-dev/feature-ai/.eslintrc.json

@@ -0,0 +1,18 @@
+{
+  "extends": ["plugin:@nx/react", "../../.eslintrc.json"],
+  "ignorePatterns": ["!**/*"],
+  "overrides": [
+    {
+      "files": ["*.ts", "*.tsx", "*.js", "*.jsx"],
+      "rules": {}
+    },
+    {
+      "files": ["*.ts", "*.tsx"],
+      "rules": {}
+    },
+    {
+      "files": ["*.js", "*.jsx"],
+      "rules": {}
+    }
+  ]
+}

nx-dev/feature-ai/README.md

@@ -0,0 +1,7 @@
+# nx-dev-feature-ai
+
+This library was generated with [Nx](https://nx.dev).
+
+## Running unit tests
+
+Run `nx test nx-dev-feature-ai` to execute the unit tests via [Jest](https://jestjs.io).

nx-dev/feature-ai/jest.config.ts

@@ -0,0 +1,10 @@
+/* eslint-disable */
+export default {
+  displayName: 'nx-dev-feature-search',
+  transform: {
+    '^.+\\.[tj]sx?$': ['babel-jest', { presets: ['@nx/next/babel'] }],
+  },
+  moduleFileExtensions: ['ts', 'tsx', 'js', 'jsx'],
+  coverageDirectory: '../../coverage/nx-dev/feature-ai',
+  preset: '../../jest.preset.js',
+};

nx-dev/feature-ai/project.json

@@ -0,0 +1,11 @@
+{
+  "name": "nx-dev-feature-ai",
+  "$schema": "../../node_modules/nx/schemas/project-schema.json",
+  "sourceRoot": "nx-dev/feature-ai/src",
+  "projectType": "library",
+  "targets": {
+    "lint": {},
+    "test": {}
+  },
+  "tags": ["scope:nx-dev", "type:feature"]
+}

nx-dev/feature-ai/src/index.ts

@@ -0,0 +1,3 @@
+// Use this file to export React client components (e.g. those with 'use client' directive) or other non-server utilities
+
+export * from './lib/feature-ai';

nx-dev/feature-ai/src/lib/feature-ai.tsx

@@ -0,0 +1,120 @@
+import { ReactNode, useState } from 'react';
+import { Button } from '@nx/nx-dev/ui-common';
+import { sendCustomEvent } from '@nx/nx-dev/feature-analytics';
+
+import { renderMarkdown } from '@nx/nx-dev/ui-markdoc';
+import { nxDevDataAccessAi } from '@nx/nx-dev/data-access-ai';
+
+export function FeatureAi(): JSX.Element {
+  const [finalResult, setFinalResult] = useState<null | ReactNode>(null);
+  const [error, setError] = useState(null);
+  const [query, setSearchTerm] = useState('');
+  const [loading, setLoading] = useState(false);
+
+  const warning = `
+  {% callout type="warning" title="Always double check!" %}
+  This feature is still in Alpha.
+  The results may not be accurate, so please always double check with our documentation.
+{% /callout %}
+
+  `;
+
+  const handleSubmit = async () => {
+    setLoading(true);
+    let completeText = '';
+    let usage;
+    try {
+      const aiResponse = await nxDevDataAccessAi(query);
+      completeText = aiResponse.textResponse;
+      usage = aiResponse.usage;
+      setLoading(false);
+    } catch (error) {
+      setError(error as any);
+      setLoading(false);
+    }
+    sendCustomEvent('ai_query', 'ai', 'query', undefined, { query, ...usage });
+    setFinalResult(
+      renderMarkdown(warning + completeText, { filePath: '' }).node
+    );
+  };
+
+  return (
+    <div
+      className="p-2 mx-auto flex h-full w-full flex-col"
+      id="wrapper"
+      data-testid="wrapper"
+    >
+      <div className="w-full flex">
+        <input
+          id="search"
+          name="search"
+          disabled={loading}
+          className="block w-full rounded-md border border-slate-300 bg-white py-2 pl-10 pr-3 text-sm placeholder-slate-500 transition focus:placeholder-slate-400 dark:border-slate-900 dark:bg-slate-700"
+          placeholder="What do you want to know?"
+          onChange={(event) => setSearchTerm(event.target.value)}
+          onKeyDown={(event) => {
+            if (event.keyCode === 13 || event.key === 'Enter') {
+              handleSubmit();
+            }
+          }}
+          type="search"
+        />
+        <Button
+          variant="primary"
+          size="small"
+          disabled={loading}
+          onClick={() => handleSubmit()}
+        >
+          Ask
+        </Button>
+      </div>
+      {loading ? (
+        <div className="p-4 max-w-none">
+          <h1>Thinking...</h1>
+        </div>
+      ) : null}
+      {finalResult && !error ? (
+        <>
+          <div className="p-4 max-w-none prose prose-slate dark:prose-invert">
+            {finalResult}
+          </div>
+          <div>
+            <Button
+              variant="primary"
+              size="small"
+              onClick={() =>
+                sendCustomEvent('ai_feedback', 'ai', 'good', undefined, {
+                  query,
+                  result: finalResult,
+                })
+              }
+            >
+              Answer was helpful{' '}
+              <span role="img" aria-label="thumbs-up">
+                👍
+              </span>
+            </Button>
+            <Button
+              variant="primary"
+              size="small"
+              onClick={() =>
+                sendCustomEvent('ai_feedback', 'ai', 'bad', undefined, {
+                  query,
+                  result: finalResult,
+                })
+              }
+            >
+              Answer looks wrong{' '}
+              <span role="img" aria-label="thumbs-down">
+                👎
+              </span>
+            </Button>
+          </div>
+        </>
+      ) : null}
+      {error ? <div>There was an error: {error['message']}</div> : null}
+    </div>
+  );
+}
+
+export default FeatureAi;

nx-dev/feature-ai/tsconfig.json

@@ -0,0 +1,23 @@
+{
+  "extends": "../../tsconfig.base.json",
+  "compilerOptions": {
+    "jsx": "react-jsx",
+    "allowJs": true,
+    "esModuleInterop": true,
+    "allowSyntheticDefaultImports": true,
+    "forceConsistentCasingInFileNames": true,
+    "strict": true,
+    "noImplicitReturns": true,
+    "noFallthroughCasesInSwitch": true
+  },
+  "files": [],
+  "include": [],
+  "references": [
+    {
+      "path": "./tsconfig.lib.json"
+    },
+    {
+      "path": "./tsconfig.spec.json"
+    }
+  ]
+}

nx-dev/feature-ai/tsconfig.lib.json

@@ -0,0 +1,20 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc",
+    "types": ["node"],
+    "lib": ["dom"]
+  },
+  "files": [
+    "../../node_modules/@nx/react/typings/cssmodule.d.ts",
+    "../../node_modules/@nx/react/typings/image.d.ts"
+  ],
+  "exclude": [
+    "**/*.spec.ts",
+    "**/*.test.ts",
+    "**/*.spec.tsx",
+    "**/*.test.tsx",
+    "jest.config.ts"
+  ],
+  "include": ["**/*.js", "**/*.jsx", "**/*.ts", "**/*.tsx"]
+}

nx-dev/feature-ai/tsconfig.spec.json

@@ -0,0 +1,20 @@
+{
+  "extends": "./tsconfig.json",
+  "compilerOptions": {
+    "outDir": "../../dist/out-tsc",
+    "module": "commonjs",
+    "types": ["jest", "node"]
+  },
+  "include": [
+    "**/*.spec.ts",
+    "**/*.test.ts",
+    "**/*.spec.tsx",
+    "**/*.test.tsx",
+    "**/*.spec.js",
+    "**/*.test.js",
+    "**/*.spec.jsx",
+    "**/*.test.jsx",
+    "**/*.d.ts",
+    "jest.config.ts"
+  ]
+}

nx-dev/feature-analytics/src/lib/google-analytics.ts

@@ -26,13 +26,15 @@ export function sendCustomEvent(
   action: string,
   category: string,
   label: string,
-  value?: number
+  value?: number,
+  customObject?: Record<string, unknown>
 ): void {
   try {
     gtag('event', action, {
       event_category: category,
       event_label: label,
       value,
+      ...customObject,
     });
   } catch (error) {
     throw new Error(`Cannot send Google Tag event: ${error}`);

nx-dev/nx-dev/next-sitemap.config.js

@@ -3,6 +3,7 @@ const path = require('path');
 module.exports = {
   siteUrl: process.env.SITE_URL || 'https://nx.dev',
   generateRobotsTxt: true,
+  exclude: ['/ai'],
   sourceDir: path.resolve(__dirname, '../../dist/nx-dev/nx-dev/.next'),
   outDir: path.resolve(__dirname, '../../dist/nx-dev/nx-dev/public'),
 };

nx-dev/nx-dev/pages/ai/index.tsx

@@ -0,0 +1,32 @@
+import { DocumentationHeader } from '@nx/nx-dev/ui-common';
+import { FeatureAi } from '@nx/nx-dev/feature-ai';
+import { useNavToggle } from '../../lib/navigation-toggle.effect';
+import { NextSeo } from 'next-seo';
+
+export default function AiDocs(): JSX.Element {
+  const { toggleNav, navIsOpen } = useNavToggle();
+  return (
+    <>
+      <NextSeo
+        noindex={true}
+        robotsProps={{
+          nosnippet: true,
+          notranslate: true,
+          noimageindex: true,
+          noarchive: true,
+          maxSnippet: -1,
+          maxImagePreview: 'none',
+          maxVideoPreview: -1,
+        }}
+      />
+      <div id="shell" className="flex h-full flex-col">
+        <div className="w-full flex-shrink-0">
+          <DocumentationHeader isNavOpen={navIsOpen} toggleNav={toggleNav} />
+        </div>
+        <main id="main" role="main" className="flex h-full flex-1">
+          <FeatureAi />
+        </main>
+      </div>
+    </>
+  );
+}

package.json

@@ -92,6 +92,7 @@
     "@storybook/react": "^7.0.24",
     "@storybook/react-webpack5": "^7.0.24",
     "@storybook/types": "^7.0.24",
+    "@supabase/supabase-js": "^2.26.0",
     "@svgr/rollup": "^8.0.1",
     "@svgr/webpack": "^8.0.1",
     "@swc-node/register": "^1.4.2",
@@ -128,6 +129,7 @@
     "@xstate/immer": "0.3.1",
     "@xstate/inspect": "0.7.0",
     "@xstate/react": "3.0.1",
+    "ai": "^2.1.15",
     "ajv": "^8.11.0",
     "autoprefixer": "10.4.13",
     "babel-jest": "29.4.3",
@@ -173,6 +175,7 @@
     "flat": "^5.0.2",
     "fork-ts-checker-webpack-plugin": "7.2.13",
     "fs-extra": "^11.1.0",
+    "gpt3-tokenizer": "^1.1.5",
     "html-webpack-plugin": "5.5.0",
     "http-server": "14.1.0",
     "husky": "^8.0.1",
@@ -214,6 +217,7 @@
     "nx-cloud": "16.0.5",
     "octokit": "^2.0.14",
     "open": "^8.4.0",
+    "openai":"~3.3.0",
     "ora": "5.3.0",
     "parse-markdown-links": "^1.0.4",
     "parse5": "4.0.0",
@@ -354,5 +358,4 @@
       "lerna@6.6.2": "patches/lerna@6.6.2.patch"
     }
   }
-}
-
+}

pnpm-lock.yaml

@@ -1,9 +1,5 @@
 lockfileVersion: '6.0'
 
-settings:
-  autoInstallPeers: true
-  excludeLinksFromLockfile: false
-
 overrides:
   minimist: ^1.2.6
   underscore: ^1.12.1
@@ -349,6 +345,9 @@ devDependencies:
   '@storybook/types':
     specifier: ^7.0.24
     version: 7.0.24
+  '@supabase/supabase-js':
+    specifier: ^2.26.0
+    version: 2.26.0
   '@svgr/rollup':
     specifier: ^8.0.1
     version: 8.0.1(rollup@2.79.0)
@@ -457,6 +456,9 @@ devDependencies:
   '@xstate/react':
     specifier: 3.0.1
     version: 3.0.1(@types/react@18.2.13)(react@18.2.0)(xstate@4.34.0)
+  ai:
+    specifier: ^2.1.15
+    version: 2.1.15(react@18.2.0)(svelte@3.59.2)(vue@3.3.4)
   ajv:
     specifier: ^8.11.0
     version: 8.11.0
@@ -592,6 +594,9 @@ devDependencies:
   fs-extra:
     specifier: ^11.1.0
     version: 11.1.0
+  gpt3-tokenizer:
+    specifier: ^1.1.5
+    version: 1.1.5
   html-webpack-plugin:
     specifier: 5.5.0
     version: 5.5.0(webpack@5.88.0)
@@ -715,6 +720,9 @@ devDependencies:
   open:
     specifier: ^8.4.0
     version: 8.4.0
+  openai:
+    specifier: ~3.3.0
+    version: 3.3.0
   ora:
     specifier: 5.3.0
     version: 5.3.0
@@ -5808,7 +5816,6 @@ packages:
     dependencies:
       '@jridgewell/gen-mapping': 0.3.3
       '@jridgewell/trace-mapping': 0.3.18
-    dev: true
 
   /@jridgewell/sourcemap-codec@1.4.14:
     resolution: {integrity: sha512-XPSJHWmi394fuUuzDnGz1wiKqWfo1yXecHQMRf2l6hztTO+nPru658AyDngaBe7isIxEkRsPR3FZh+s7iVa4Uw==}
@@ -6891,42 +6898,6 @@ packages:
       - typescript
     dev: true
 
-  /@nrwl/js@15.8.0(@swc-node/register@1.5.4)(@swc/core@1.3.51)(nx@15.8.0)(prettier@2.7.1)(typescript@5.1.3):
-    resolution: {integrity: sha512-l2Q7oFpzx6ul7G0nKpMkrvnIEaOY+X8fc2g2Db5WqpnnBdfkrtWXZPg/O4DQ1p9O6BXrZ+Q2AK9bfgnliiwyEg==}
-    dependencies:
-      '@babel/core': 7.22.5
-      '@babel/plugin-proposal-class-properties': 7.18.6(@babel/core@7.22.5)
-      '@babel/plugin-proposal-decorators': 7.21.0(@babel/core@7.22.5)
-      '@babel/plugin-transform-runtime': 7.22.5(@babel/core@7.22.5)
-      '@babel/preset-env': 7.22.5(@babel/core@7.22.5)
-      '@babel/preset-typescript': 7.21.4(@babel/core@7.22.5)
-      '@babel/runtime': 7.22.5
-      '@nrwl/devkit': 15.8.0(nx@15.8.0)(typescript@5.1.3)
-      '@nrwl/workspace': 15.8.0(@swc-node/register@1.5.4)(@swc/core@1.3.51)(eslint@8.15.0)(prettier@2.7.1)(typescript@5.1.3)
-      '@phenomnomnominal/tsquery': 4.1.1(typescript@5.1.3)
-      babel-plugin-const-enum: 1.2.0(@babel/core@7.22.5)
-      babel-plugin-macros: 2.8.0
-      babel-plugin-transform-typescript-metadata: 0.3.2(@babel/core@7.22.5)
-      chalk: 4.1.2
-      fast-glob: 3.2.7
-      fs-extra: 11.1.1
-      ignore: 5.2.0
-      js-tokens: 4.0.0
-      minimatch: 3.0.5
-      source-map-support: 0.5.19
-      tree-kill: 1.2.2
-      tslib: 2.5.3
-    transitivePeerDependencies:
-      - '@babel/traverse'
-      - '@swc-node/register'
-      - '@swc/core'
-      - debug
-      - nx
-      - prettier
-      - supports-color
-      - typescript
-    dev: true
-
   /@nrwl/js@16.5.0-beta.3(@swc-node/register@1.5.4)(@swc/core@1.3.51)(nx@16.5.0-beta.3)(typescript@5.1.3)(verdaccio@5.15.4):
     resolution: {integrity: sha512-6ZeiIEt67meBC5mTugzSCbMHsMLTrYGzqkaXWWr3jj+8WTxCgVqTqV8JSgUq/sW9btQM7zAqH7ABLp0Cr4FS+A==}
     dependencies:
@@ -6951,7 +6922,7 @@ packages:
         optional: true
     dependencies:
       '@nrwl/devkit': 15.8.0(nx@15.8.0)(typescript@5.1.3)
-      '@nrwl/js': 15.8.0(@swc-node/register@1.5.4)(@swc/core@1.3.51)(nx@15.8.0)(prettier@2.7.1)(typescript@5.1.3)
+      '@nrwl/js': 15.8.0(@swc-node/register@1.5.4)(@swc/core@1.3.51)(eslint@8.15.0)(nx@16.5.0-beta.3)(prettier@2.7.1)(typescript@5.1.3)
       '@phenomnomnominal/tsquery': 4.1.1(typescript@5.1.3)
       eslint: 8.15.0
       tmp: 0.2.1
@@ -8102,7 +8073,7 @@ packages:
       '@octokit/request-error': 3.0.3
       '@octokit/types': 9.0.0
       is-plain-object: 5.0.0
-      node-fetch: 2.6.7
+      node-fetch: 2.6.12
       universal-user-agent: 6.0.0
     transitivePeerDependencies:
       - encoding
@@ -9085,7 +9056,7 @@ packages:
       glob-promise: 6.0.2(glob@8.1.0)
       handlebars: 4.7.7
       lazy-universal-dotenv: 4.0.0
-      node-fetch: 2.6.7
+      node-fetch: 2.6.12
       picomatch: 2.3.1
       pkg-dir: 5.0.0
       pretty-hrtime: 1.0.3
@@ -9599,6 +9570,62 @@ packages:
       file-system-cache: 2.3.0
     dev: true
 
+  /@supabase/functions-js@2.1.2:
+    resolution: {integrity: sha512-QCR6pwJs9exCl37bmpMisUd6mf+0SUBJ6mUpiAjEkSJ/+xW8TCuO14bvkWHADd5hElJK9MxNlMQXxSA4DRz9nQ==}
+    dependencies:
+      cross-fetch: 3.1.8
+    transitivePeerDependencies:
+      - encoding
+    dev: true
+
+  /@supabase/gotrue-js@2.39.1:
+    resolution: {integrity: sha512-qRz9mBleA/QATGKOdMAUjpn+YcbZJrTHyWQCe2hAFqJo15JIe1XziD1ZeFraRpsXwja+vONslGeynGv7H8ZZeQ==}
+    dependencies:
+      cross-fetch: 3.1.8
+    transitivePeerDependencies:
+      - encoding
+    dev: true
+
+  /@supabase/postgrest-js@1.7.2:
+    resolution: {integrity: sha512-GK80JpRq8l6Qll85erICypAfQCied8tdlXfsDN14W844HqXCSOisk8AaE01DAwGJanieaoN5fuqhzA2yKxDvEQ==}
+    dependencies:
+      cross-fetch: 3.1.8
+    transitivePeerDependencies:
+      - encoding
+    dev: true
+
+  /@supabase/realtime-js@2.7.3:
+    resolution: {integrity: sha512-c7TzL81sx2kqyxsxcDduJcHL9KJdCOoKimGP6lQSqiZKX42ATlBZpWbyy9KFGFBjAP4nyopMf5JhPi2ZH9jyNw==}
+    dependencies:
+      '@types/phoenix': 1.6.0
+      '@types/websocket': 1.0.5
+      websocket: 1.0.34
+    transitivePeerDependencies:
+      - supports-color
+    dev: true
+
+  /@supabase/storage-js@2.5.1:
+    resolution: {integrity: sha512-nkR0fQA9ScAtIKA3vNoPEqbZv1k5B5HVRYEvRWdlP6mUpFphM9TwPL2jZ/ztNGMTG5xT6SrHr+H7Ykz8qzbhjw==}
+    dependencies:
+      cross-fetch: 3.1.8
+    transitivePeerDependencies:
+      - encoding
+    dev: true
+
+  /@supabase/supabase-js@2.26.0:
+    resolution: {integrity: sha512-RXmTPTobaYAwkSobadHZmEVLmzX3SGrtRZIGfLWnLv92VzBRrjuXn0a+bJqKl50GUzsyqPA+j5pod7EwMkcH5A==}
+    dependencies:
+      '@supabase/functions-js': 2.1.2
+      '@supabase/gotrue-js': 2.39.1
+      '@supabase/postgrest-js': 1.7.2
+      '@supabase/realtime-js': 2.7.3
+      '@supabase/storage-js': 2.5.1
+      cross-fetch: 3.1.8
+    transitivePeerDependencies:
+      - encoding
+      - supports-color
+    dev: true
+
   /@svgr/babel-plugin-add-jsx-attribute@8.0.0(@babel/core@7.22.5):
     resolution: {integrity: sha512-b9MIk7yhdS1pMCZM8VeNfUlSKVRhsHZNMl5O9SfaX0l0t5wjdgu4IDzGB8bpnGBBOjGST3rRFVsaaEtI4W6f7g==}
     engines: {node: '>=14'}
@@ -10492,6 +10519,10 @@ packages:
     resolution: {integrity: sha512-//oorEZjL6sbPcKUaCdIGlIUeH26mgzimjBB77G6XRgnDl/L5wOnpyBGRe/Mmf5CVW3PwEBE1NjiMZ/ssFh4wA==}
     dev: true
 
+  /@types/phoenix@1.6.0:
+    resolution: {integrity: sha512-qwfpsHmFuhAS/dVd4uBIraMxRd56vwBUYQGZ6GpXnFuM2XMRFJbIyruFKKlW2daQliuYZwe0qfn/UjFCDKic5g==}
+    dev: true
+
   /@types/prettier@2.7.1:
     resolution: {integrity: sha512-ri0UmynRRvZiiUJdiz38MmIblKK+oH30MztdBVR95dv/Ubw6neWSb8u1XpRb72L4qsZOhz+L+z9JD40SJmfWow==}
 
@@ -10602,6 +10633,12 @@ packages:
     resolution: {integrity: sha512-EwmlvuaxPNej9+T4v5AuBPJa2x2UOJVdjCtDHgcDqitUeOtjnJKJ+apYjVcAoBEMjKW1VVFGZLUb5+qqa09XFA==}
     dev: true
 
+  /@types/websocket@1.0.5:
+    resolution: {integrity: sha512-NbsqiNX9CnEfC1Z0Vf4mE1SgAJ07JnRYcNex7AJ9zAVzmiGHmjKFEk7O4TJIsgv2B1sLEb6owKFZrACwdYngsQ==}
+    dependencies:
+      '@types/node': 18.16.9
+    dev: true
+
   /@types/ws@8.5.3:
     resolution: {integrity: sha512-6YOoWjruKj1uLf3INHH7D3qTXwFfEsg1kf3c0uDdSBJwfa/llkwIjrAGV7j7mVgGNbzTQ3HiHKKDXl6bJPD97w==}
     dependencies:
@@ -10958,6 +10995,15 @@ packages:
       source-map: 0.6.1
     dev: true
 
+  /@vue/compiler-core@3.3.4:
+    resolution: {integrity: sha512-cquyDNvZ6jTbf/+x+AgM2Arrp6G4Dzbb0R64jiG804HRMfRiFXWI6kqUVqZ6ZR0bQhIoQjB4+2bhNtVwndW15g==}
+    dependencies:
+      '@babel/parser': 7.22.5
+      '@vue/shared': 3.3.4
+      estree-walker: 2.0.2
+      source-map-js: 1.0.2
+    dev: true
+
   /@vue/compiler-dom@3.2.41:
     resolution: {integrity: sha512-xe5TbbIsonjENxJsYRbDJvthzqxLNk+tb3d/c47zgREDa/PCp6/Y4gC/skM4H6PIuX5DAxm7fFJdbjjUH2QTMw==}
     dependencies:
@@ -10965,6 +11011,13 @@ packages:
       '@vue/shared': 3.2.41
     dev: true
 
+  /@vue/compiler-dom@3.3.4:
+    resolution: {integrity: sha512-wyM+OjOVpuUukIq6p5+nwHYtj9cFroz9cwkfmP9O1nzH68BenTTv0u7/ndggT8cIQlnBeOo6sUT/gvHcIkLA5w==}
+    dependencies:
+      '@vue/compiler-core': 3.3.4
+      '@vue/shared': 3.3.4
+    dev: true
+
   /@vue/compiler-sfc@3.2.41:
     resolution: {integrity: sha512-+1P2m5kxOeaxVmJNXnBskAn3BenbTmbxBxWOtBq3mQTCokIreuMULFantBUclP0+KnzNCMOvcnKinqQZmiOF8w==}
     dependencies:
@@ -10980,6 +11033,21 @@ packages:
       source-map: 0.6.1
     dev: true
 
+  /@vue/compiler-sfc@3.3.4:
+    resolution: {integrity: sha512-6y/d8uw+5TkCuzBkgLS0v3lSM3hJDntFEiUORM11pQ/hKvkhSKZrXW6i69UyXlJQisJxuUEJKAWEqWbWsLeNKQ==}
+    dependencies:
+      '@babel/parser': 7.22.5
+      '@vue/compiler-core': 3.3.4
+      '@vue/compiler-dom': 3.3.4
+      '@vue/compiler-ssr': 3.3.4
+      '@vue/reactivity-transform': 3.3.4
+      '@vue/shared': 3.3.4
+      estree-walker: 2.0.2
+      magic-string: 0.30.0
+      postcss: 8.4.19
+      source-map-js: 1.0.2
+    dev: true
+
   /@vue/compiler-ssr@3.2.41:
     resolution: {integrity: sha512-Y5wPiNIiaMz/sps8+DmhaKfDm1xgj6GrH99z4gq2LQenfVQcYXmHIOBcs5qPwl7jaW3SUQWjkAPKMfQemEQZwQ==}
     dependencies:
@@ -10987,6 +11055,13 @@ packages:
       '@vue/shared': 3.2.41
     dev: true
 
+  /@vue/compiler-ssr@3.3.4:
+    resolution: {integrity: sha512-m0v6oKpup2nMSehwA6Uuu+j+wEwcy7QmwMkVNVfrV9P2qE5KshC6RwOCq8fjGS/Eak/uNb8AaWekfiXxbBB6gQ==}
+    dependencies:
+      '@vue/compiler-dom': 3.3.4
+      '@vue/shared': 3.3.4
+    dev: true
+
   /@vue/reactivity-transform@3.2.41:
     resolution: {integrity: sha512-mK5+BNMsL4hHi+IR3Ft/ho6Za+L3FA5j8WvreJ7XzHrqkPq8jtF/SMo7tuc9gHjLDwKZX1nP1JQOKo9IEAn54A==}
     dependencies:
@@ -10997,10 +11072,55 @@ packages:
       magic-string: 0.25.9
     dev: true
 
+  /@vue/reactivity-transform@3.3.4:
+    resolution: {integrity: sha512-MXgwjako4nu5WFLAjpBnCj/ieqcjE2aJBINUNQzkZQfzIZA4xn+0fV1tIYBJvvva3N3OvKGofRLvQIwEQPpaXw==}
+    dependencies:
+      '@babel/parser': 7.22.5
+      '@vue/compiler-core': 3.3.4
+      '@vue/shared': 3.3.4
+      estree-walker: 2.0.2
+      magic-string: 0.30.0
+    dev: true
+
+  /@vue/reactivity@3.3.4:
+    resolution: {integrity: sha512-kLTDLwd0B1jG08NBF3R5rqULtv/f8x3rOFByTDz4J53ttIQEDmALqKqXY0J+XQeN0aV2FBxY8nJDf88yvOPAqQ==}
+    dependencies:
+      '@vue/shared': 3.3.4
+    dev: true
+
+  /@vue/runtime-core@3.3.4:
+    resolution: {integrity: sha512-R+bqxMN6pWO7zGI4OMlmvePOdP2c93GsHFM/siJI7O2nxFRzj55pLwkpCedEY+bTMgp5miZ8CxfIZo3S+gFqvA==}
+    dependencies:
+      '@vue/reactivity': 3.3.4
+      '@vue/shared': 3.3.4
+    dev: true
+
+  /@vue/runtime-dom@3.3.4:
+    resolution: {integrity: sha512-Aj5bTJ3u5sFsUckRghsNjVTtxZQ1OyMWCr5dZRAPijF/0Vy4xEoRCwLyHXcj4D0UFbJ4lbx3gPTgg06K/GnPnQ==}
+    dependencies:
+      '@vue/runtime-core': 3.3.4
+      '@vue/shared': 3.3.4
+      csstype: 3.1.1
+    dev: true
+
+  /@vue/server-renderer@3.3.4(vue@3.3.4):
+    resolution: {integrity: sha512-Q6jDDzR23ViIb67v+vM1Dqntu+HUexQcsWKhhQa4ARVzxOY2HbC7QRW/ggkDBd5BU+uM1sV6XOAP0b216o34JQ==}
+    peerDependencies:
+      vue: 3.3.4
+    dependencies:
+      '@vue/compiler-ssr': 3.3.4
+      '@vue/shared': 3.3.4
+      vue: 3.3.4
+    dev: true
+
   /@vue/shared@3.2.41:
     resolution: {integrity: sha512-W9mfWLHmJhkfAmV+7gDjcHeAWALQtgGT3JErxULl0oz6R6+3ug91I7IErs93eCFhPCZPHBs4QJS7YWEV7A3sxw==}
     dev: true
 
+  /@vue/shared@3.3.4:
+    resolution: {integrity: sha512-7OjdcV8vQ74eiz1TZLzZP4JwqM5fA94K6yntPS5Z25r9HDuGNzaGdgvwKYq6S+MxwF0TFRwe50fIR/MYnakdkQ==}
+    dev: true
+
   /@webassemblyjs/ast@1.11.1:
     resolution: {integrity: sha512-ukBh14qFLjxTQNTXocdyksN5QdM28S1CxHt2rdskFyL+xFV7VremuBLVbmCePj+URalXBENx/9Lm7lnhihtCSw==}
     dependencies:
@@ -11463,6 +11583,31 @@ packages:
       indent-string: 4.0.0
     dev: true
 
+  /ai@2.1.15(react@18.2.0)(svelte@3.59.2)(vue@3.3.4):
+    resolution: {integrity: sha512-ePxoo9yEpHrC6n2O5b0Ko9C0dZEEXBY9FuhbrR1PVgdo4cSislTqg9TSPdVKT3mnw01A2pEg24cQ8ikRyH9m4Q==}
+    engines: {node: '>=14.6'}
+    peerDependencies:
+      react: ^18.2.0
+      svelte: ^4.0.0
+      vue: ^3.3.4
+    peerDependenciesMeta:
+      react:
+        optional: true
+      svelte:
+        optional: true
+      vue:
+        optional: true
+    dependencies:
+      eventsource-parser: 1.0.0
+      nanoid: 3.3.6
+      react: 18.2.0
+      sswr: 1.10.0(svelte@3.59.2)
+      svelte: 3.59.2
+      swr: 2.1.5(react@18.2.0)
+      swrv: 1.0.3(vue@3.3.4)
+      vue: 3.3.4
+    dev: true
+
   /ajv-formats@2.1.1(ajv@8.11.0):
     resolution: {integrity: sha512-Wx0Kx52hxE7C18hkMEggYlEifqWZtYaRgouJor+WMdPnQyEK13vgEWyVNup7SoeeoLMsr4kf5h6dOW11I15MUA==}
     peerDependencies:
@@ -11748,6 +11893,10 @@ packages:
       is-string: 1.0.7
     dev: true
 
+  /array-keyed-map@2.1.3:
+    resolution: {integrity: sha512-JIUwuFakO+jHjxyp4YgSiKXSZeC0U+R1jR94bXWBcVlFRBycqXlb+kH9JHxBGcxnVuSqx5bnn0Qz9xtSeKOjiA==}
+    dev: true
+
   /array-union@2.1.0:
     resolution: {integrity: sha512-HGyxoOTYUyCM6stUe6EJgnd4EoewAI7zMdfqO+kGjnlZmBDz/cR5pf8r/cR4Wq60sL/p0IkcjUEEPwS3GFrIyw==}
     engines: {node: '>=8'}
@@ -11939,6 +12088,14 @@ packages:
       - debug
     dev: true
 
+  /axios@0.26.1:
+    resolution: {integrity: sha512-fPwcX4EvnSHuInCMItEhAGnaSEXRBjtzh9fOtsE6E1G6p7vl7edEeZe11QHf18+6+9gR5PbKV/sGKNaD8YaMeA==}
+    dependencies:
+      follow-redirects: 1.15.2(debug@4.3.2)
+    transitivePeerDependencies:
+      - debug
+    dev: true
+
   /axios@1.0.0:
     resolution: {integrity: sha512-SsHsGFN1qNPFT5QhSoSD37SHDfGyLSW5AESmyLk2JeCMHv5g0I9g0Hz/zQHx2KNe0jGXh2q2hAm7OdkXm360CA==}
     dependencies:
@@ -12677,7 +12834,6 @@ packages:
 
   /buffer-from@1.1.2:
     resolution: {integrity: sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==}
-    dev: true
 
   /buffer-indexof-polyfill@1.0.2:
     resolution: {integrity: sha512-I7wzHwA3t1/lwXQh+A5PbNvJxgfo5r3xulgpYDB5zckTu/Z9oUK9biouBKQUjEqzaz3HnAT6TYoovmE+GqSf7A==}
@@ -12703,6 +12859,14 @@ packages:
     engines: {node: '>=0.2.0'}
     dev: true
 
+  /bufferutil@4.0.7:
+    resolution: {integrity: sha512-kukuqc39WOHtdxtw4UScxF/WVnMFVSQVKhtx3AjZJzhd0RGZZldcrfSEbVsWWe6KNH253574cq5F+wpv0G9pJw==}
+    engines: {node: '>=6.14.2'}
+    requiresBuild: true
+    dependencies:
+      node-gyp-build: 4.5.0
+    dev: true
+
   /builtin-modules@1.1.1:
     resolution: {integrity: sha512-wxXCdllwGhI2kCC0MnvTGYTMvnVZTvqgypkiTI8Pa5tcz2i6VqsqwYGgqwXji+4RgCzms6EajE4IxiUH6HH8nQ==}
     engines: {node: '>=0.10.0'}
@@ -13250,7 +13414,6 @@ packages:
 
   /commander@2.20.3:
     resolution: {integrity: sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==}
-    dev: true
 
   /commander@4.1.1:
     resolution: {integrity: sha512-NOKm8xhkzAjzFx8B2v5OAHT+u5pRQc2UCa2Vq9jYL/31o2wi9mxBA7LIFs3sV5VSC49z6pEhfbMULvShKj26WA==}
@@ -13771,6 +13934,14 @@ packages:
       pretty-bytes: 5.6.0
     dev: true
 
+  /cross-fetch@3.1.8:
+    resolution: {integrity: sha512-cvA+JwZoU0Xq+h6WkMvAUqPEYy92Obet6UdKLfW60qn99ftItKjB5T+BkyWOFWe2pUyfQ+IJHmpOTznqk1M6Kg==}
+    dependencies:
+      node-fetch: 2.6.12
+    transitivePeerDependencies:
+      - encoding
+    dev: true
+
   /cross-spawn@5.1.0:
     resolution: {integrity: sha512-pTgQJ5KC0d2hcY8eyL1IzlBPYjTkyH72XRZPnLyKus2mBfNjQs3klqbJU2VILqZryAZUt9JOb3h/mWMy23/f5A==}
     dependencies:
@@ -15645,6 +15816,11 @@ packages:
     engines: {node: '>=0.8.x'}
     dev: true
 
+  /eventsource-parser@1.0.0:
+    resolution: {integrity: sha512-9jgfSCa3dmEme2ES3mPByGXfgZ87VbP97tng1G2nWwWx6bV2nYxm2AWCrbQjXToSe+yYlqaZNtxffR9IeQr95g==}
+    engines: {node: '>=14.18'}
+    dev: true
+
   /execa@0.7.0:
     resolution: {integrity: sha512-RztN09XglpYI7aBBrJCPW95jEH7YF1UEPOoX9yDhUTPdp7mK+CQvnLTuD10BNXZ3byLTu2uehZ8EcKT/4CGiFw==}
     engines: {node: '>=4'}
@@ -16826,6 +17002,13 @@ packages:
       responselike: 2.0.1
     dev: true
 
+  /gpt3-tokenizer@1.1.5:
+    resolution: {integrity: sha512-O9iCL8MqGR0Oe9wTh0YftzIbysypNQmS5a5JG3cB3M4LMYjlAVvNnf8LUzVY9MrI7tj+YLY356uHtO2lLX2HpA==}
+    engines: {node: '>=12'}
+    dependencies:
+      array-keyed-map: 2.1.3
+    dev: true
+
   /graceful-fs@4.2.10:
     resolution: {integrity: sha512-9ByhssR2fPVsNZj478qUUbKfmL0+t5BDVyjShtyZZLiK7ZDAArFFfopyOTj0M05wE2tJPisA4iTnnXl2YoPvOA==}
     dev: true
@@ -17966,7 +18149,7 @@ packages:
   /isomorphic-unfetch@3.1.0:
     resolution: {integrity: sha512-geDJjpoZ8N0kWexiwkX8F9NkTsXhetLPVbZFQ+JTW239QNOwvB0gniuR1Wc6f0AMTn7/mFGyXvHTifrCp/GH8Q==}
     dependencies:
-      node-fetch: 2.6.7
+      node-fetch: 2.6.12
       unfetch: 4.2.0
     transitivePeerDependencies:
       - encoding
@@ -18270,7 +18453,7 @@ packages:
     resolution: {integrity: sha512-Kijeg9Dag6CKtIDA7O21zNTACqD5MD/8HfIV8pdD94vFyFuer52SigdC3IQMhab3vACxXMiFk+yMHNdbqtyTGA==}
     engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
     dependencies:
-      '@babel/code-frame': 7.21.4
+      '@babel/code-frame': 7.22.5
       '@jest/types': 29.5.0
       '@types/stack-utils': 2.0.1
       chalk: 4.1.2
@@ -20315,6 +20498,18 @@ packages:
       lodash: 4.17.21
     dev: true
 
+  /node-fetch@2.6.12:
+    resolution: {integrity: sha512-C/fGU2E8ToujUivIO0H+tpQ6HWo4eEmchoPIoXtxCrVghxdKq+QOHqEZW7tuP3KlV3bC8FRMO5nMCC7Zm1VP6g==}
+    engines: {node: 4.x || >=6.0.0}
+    peerDependencies:
+      encoding: ^0.1.0
+    peerDependenciesMeta:
+      encoding:
+        optional: true
+    dependencies:
+      whatwg-url: 5.0.0
+    dev: true
+
   /node-fetch@2.6.7:
     resolution: {integrity: sha512-ZjMPFEfVx5j+y2yF35Kzx5sF7kDzxuDj6ziH4FFbOp87zKDZNx8yExJIb05OGF4Nlt9IHFIMBkRl41VdvcNdbQ==}
     engines: {node: 4.x || >=6.0.0}
@@ -21015,6 +21210,15 @@ packages:
       is-wsl: 2.2.0
     dev: true
 
+  /openai@3.3.0:
+    resolution: {integrity: sha512-uqxI/Au+aPRnsaQRe8CojU0eCR7I0mBiKjD3sNMzY6DaC1ZVrc85u98mtJW6voDug8fgGN+DIZmTDxTthxb7dQ==}
+    dependencies:
+      axios: 0.26.1
+      form-data: 4.0.0
+    transitivePeerDependencies:
+      - debug
+    dev: true
+
   /opener@1.5.2:
     resolution: {integrity: sha512-ur5UIdyw5Y7yEj9wLzhqXiy6GZ3Mwx0yGI+5sMn2r0N0v3cKJvUmFH5yPP+WXh9e0xfyzyJX95D8l088DNFj7A==}
     hasBin: true
@@ -24022,7 +24226,6 @@ packages:
       chokidar: 3.5.3
       immutable: 4.1.0
       source-map-js: 1.0.2
-    dev: true
 
   /sax@1.2.4:
     resolution: {integrity: sha512-NqVDv9TpANUjFm0N8uM5GxL36UgKi9/atZw+x7YFnQ8ckwFGKrl4xX4yWtrey3UJm5nP1kUbnYgLopqWNSRhWw==}
@@ -24619,7 +24822,6 @@ packages:
     dependencies:
       buffer-from: 1.1.2
       source-map: 0.6.1
-    dev: true
 
   /source-map@0.6.1:
     resolution: {integrity: sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==}
@@ -24751,6 +24953,15 @@ packages:
       minipass: 3.3.4
     dev: true
 
+  /sswr@1.10.0(svelte@3.59.2):
+    resolution: {integrity: sha512-nLWAJSQy3h8t7rrbTXanRyVHuQPj4PwKIVGe4IMlxJFdhyaxnN/JGACnvQKGDeWiTGYIZIx/jRuUsPEF0867Pg==}
+    peerDependencies:
+      svelte: ^3.29.0
+    dependencies:
+      svelte: 3.59.2
+      swrev: 3.0.0
+    dev: true
+
   /stable@0.1.8:
     resolution: {integrity: sha512-ji9qxRnOVfcuLDySj9qzhGSEFVobyt1kIOSkj1qZzYLzq7Tos/oUUWvotUPQLlrsidqsK6tBH89Bc9kL5zHA6w==}
     deprecated: 'Modern JS already guarantees Array#sort() is a stable sort, so this library is deprecated. See the compatibility table on MDN: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#browser_compatibility'
@@ -25150,6 +25361,11 @@ packages:
     resolution: {integrity: sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==}
     engines: {node: '>= 0.4'}
 
+  /svelte@3.59.2:
+    resolution: {integrity: sha512-vzSyuGr3eEoAtT/A6bmajosJZIUWySzY2CzB3w2pgPvnkUjGqlDnsNnA0PMO+mMAhuyMul6C2uuZzY6ELSkzyA==}
+    engines: {node: '>= 8'}
+    dev: true
+
   /svg-parser@2.0.4:
     resolution: {integrity: sha512-e4hG1hRwoOdRb37cIMSgzNsxyzKfayW6VOflrwvR+/bzrkyxY/31WkbgnQpgtrNp1SdpJvpUAGTa/ZoiPNDuRQ==}
     dev: true
@@ -25185,6 +25401,27 @@ packages:
     resolution: {integrity: sha512-DlZARu6ckUFqDe0j5IPayO4k0gQvYQw9Un02MhxAgaMtVnTH2vmyyDe+yKeV0r1LiiPx3JbasdS/5Yyb/AV3iw==}
     dev: true
 
+  /swr@2.1.5(react@18.2.0):
+    resolution: {integrity: sha512-/OhfZMcEpuz77KavXST5q6XE9nrOBOVcBLWjMT+oAE/kQHyE3PASrevXCtQDZ8aamntOfFkbVJp7Il9tNBQWrw==}
+    peerDependencies:
+      react: ^16.11.0 || ^17.0.0 || ^18.0.0
+    dependencies:
+      react: 18.2.0
+      use-sync-external-store: 1.2.0(react@18.2.0)
+    dev: true
+
+  /swrev@3.0.0:
+    resolution: {integrity: sha512-QJuZiptdOmbDY45pECBRVEgnoBlOKjeT2MWVz04wKHpWX15hM3P7EjcIbHDg5yLoPCMQ7to3349MEE+l9QF5HA==}
+    dev: true
+
+  /swrv@1.0.3(vue@3.3.4):
+    resolution: {integrity: sha512-sl+eLEE+aPPjhP1E8gQ75q3RPRyw5Gd/kROnrTFo3+LkCeLskv7F+uAl5W97wgJkzitobL6FLsRPVm0DgIgN8A==}
+    peerDependencies:
+      vue: '>=3.2.26 < 4'
+    dependencies:
+      vue: 3.3.4
+    dev: true
+
   /symbol-observable@1.0.1:
     resolution: {integrity: sha512-Kb3PrPYz4HanVF1LVGuAdW6LoVgIwjUYJGzFe7NDrBLCN4lsV/5J0MFurV+ygS4bRVwrCEt2c7MQ1R2a72oJDw==}
     engines: {node: '>=0.10.0'}
@@ -25469,7 +25706,6 @@ packages:
       acorn: 8.8.2
       commander: 2.20.3
       source-map-support: 0.5.21
-    dev: true
 
   /terser@5.18.0:
     resolution: {integrity: sha512-pdL757Ig5a0I+owA42l6tIuEycRuM7FPY4n62h44mRLRfnOxJkkOHd6i89dOpwZlpF6JXBwaAHF6yWzFrt+QyA==}
@@ -26025,6 +26261,12 @@ packages:
     resolution: {integrity: sha512-KNNZtayBCtmnNmbo5mG47p1XsCyrx6iVqomjcZnec/1Y5GGARaxPs6r49RnSPeUP3YjNYiU9sQHAtY4BBvnZwg==}
     dev: true
 
+  /typedarray-to-buffer@3.1.5:
+    resolution: {integrity: sha512-zdu8XMNEDepKKR+XYOXAVPtWui0ly0NtohUscw+UmaHiAWT8hrV1rr//H6V+0DvJ3OQ19S979M0laLfX8rm82Q==}
+    dependencies:
+      is-typedarray: 1.0.0
+    dev: true
+
   /typedarray@0.0.6:
     resolution: {integrity: sha512-/aCDEGatGvZ2BIk+HmLf4ifCJFwvKFNb9/JeZPMulfgFracn9QFcAf5GO8B/mweUjSoblS5In0cWhqpfs/5PQA==}
     dev: true
@@ -26363,6 +26605,14 @@ packages:
       react: 18.2.0
     dev: true
 
+  /utf-8-validate@5.0.10:
+    resolution: {integrity: sha512-Z6czzLq4u8fPOyx7TU6X3dvUZVvoJmxSQ+IcrlmagKhilxlhZgxPK6C5Jqbkw1IDUmFTM+cz9QDnnLTwDz/2gQ==}
+    engines: {node: '>=6.14.2'}
+    requiresBuild: true
+    dependencies:
+      node-gyp-build: 4.5.0
+    dev: true
+
   /util-deprecate@1.0.2:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
 
@@ -26556,7 +26806,7 @@ packages:
       mlly: 1.2.0
       pathe: 1.1.0
       picocolors: 1.0.0
-      vite: 4.3.9(@types/node@18.16.9)(less@4.1.3)(sass@1.55.0)(stylus@0.59.0)
+      vite: 4.3.9(@types/node@18.16.9)(less@4.1.3)(sass@1.63.2)(stylus@0.59.0)(terser@5.17.7)
     transitivePeerDependencies:
       - '@types/node'
       - less
@@ -26602,42 +26852,6 @@ packages:
     optionalDependencies:
       fsevents: 2.3.2
 
-  /vite@4.3.9(@types/node@18.16.9)(less@4.1.3)(sass@1.55.0)(stylus@0.59.0):
-    resolution: {integrity: sha512-qsTNZjO9NoJNW7KnOrgYwczm0WctJ8m/yqYAMAK9Lxt4SoySUfS5S8ia9K7JHpa3KEeMfyF8LoJ3c5NeBJy6pg==}
-    engines: {node: ^14.18.0 || >=16.0.0}
-    hasBin: true
-    peerDependencies:
-      '@types/node': '>= 14'
-      less: '*'
-      sass: '*'
-      stylus: '*'
-      sugarss: '*'
-      terser: ^5.4.0
-    peerDependenciesMeta:
-      '@types/node':
-        optional: true
-      less:
-        optional: true
-      sass:
-        optional: true
-      stylus:
-        optional: true
-      sugarss:
-        optional: true
-      terser:
-        optional: true
-    dependencies:
-      '@types/node': 18.16.9
-      esbuild: 0.17.19
-      less: 4.1.3
-      postcss: 8.4.24
-      rollup: 3.21.0
-      sass: 1.55.0
-      stylus: 0.59.0
-    optionalDependencies:
-      fsevents: 2.3.2
-    dev: false
-
   /vite@4.3.9(@types/node@18.16.9)(less@4.1.3)(sass@1.63.2)(stylus@0.59.0)(terser@5.17.7):
     resolution: {integrity: sha512-qsTNZjO9NoJNW7KnOrgYwczm0WctJ8m/yqYAMAK9Lxt4SoySUfS5S8ia9K7JHpa3KEeMfyF8LoJ3c5NeBJy6pg==}
     engines: {node: ^14.18.0 || >=16.0.0}
@@ -26673,7 +26887,6 @@ packages:
       terser: 5.17.7
     optionalDependencies:
       fsevents: 2.3.2
-    dev: true
 
   /vitest@0.32.0(less@4.1.3)(sass@1.55.0)(stylus@0.59.0):
     resolution: {integrity: sha512-SW83o629gCqnV3BqBnTxhB10DAwzwEx3z+rqYZESehUB+eWsJxwcBQx7CKy0otuGMJTYh7qCVuUX23HkftGl/Q==}
@@ -26748,6 +26961,16 @@ packages:
     resolution: {integrity: sha512-AFbieoL7a5LMqcnOF04ji+rpXadgOXnZsxQr//r83kLPr7biP7am3g9zbaZIaBGwBRWeSvoMD4mgPdX3e4NWBg==}
     dev: true
 
+  /vue@3.3.4:
+    resolution: {integrity: sha512-VTyEYn3yvIeY1Py0WaYGZsXnz3y5UnGi62GjVEqvEGPl6nxbOrCXbVOTQWBEJUqAyTUk2uJ5JLVnYJ6ZzGbrSw==}
+    dependencies:
+      '@vue/compiler-dom': 3.3.4
+      '@vue/compiler-sfc': 3.3.4
+      '@vue/runtime-dom': 3.3.4
+      '@vue/server-renderer': 3.3.4(vue@3.3.4)
+      '@vue/shared': 3.3.4
+    dev: true
+
   /w3c-hr-time@1.0.2:
     resolution: {integrity: sha512-z8P5DvDNjKDoFIHK7q8r8lackT6l+jo/Ye3HOle7l9nICP9lf1Ci25fy9vHd0JOWewkIFzXIEig3TdKT7JQ5fQ==}
     deprecated: Use your platform's native performance.now() and performance.timeOrigin.
@@ -27224,6 +27447,20 @@ packages:
     engines: {node: '>=0.8.0'}
     dev: true
 
+  /websocket@1.0.34:
+    resolution: {integrity: sha512-PRDso2sGwF6kM75QykIesBijKSVceR6jL2G8NGYyq2XrItNC2P5/qL5XeR056GhA+Ly7JMFvJb9I312mJfmqnQ==}
+    engines: {node: '>=4.0.0'}
+    dependencies:
+      bufferutil: 4.0.7
+      debug: 2.6.9
+      es5-ext: 0.10.62
+      typedarray-to-buffer: 3.1.5
+      utf-8-validate: 5.0.10
+      yaeti: 0.0.6
+    transitivePeerDependencies:
+      - supports-color
+    dev: true
+
   /well-known-symbols@2.0.0:
     resolution: {integrity: sha512-ZMjC3ho+KXo0BfJb7JgtQ5IBuvnShdlACNkKkdsqBmYw3bPAaJfPeYUo6tLUaT5tG/Gkh7xkpBhKRQ9e7pyg9Q==}
     engines: {node: '>=6'}
@@ -27543,6 +27780,11 @@ packages:
     engines: {node: '>=10'}
     dev: true
 
+  /yaeti@0.0.6:
+    resolution: {integrity: sha512-MvQa//+KcZCUkBTIC9blM+CU9J2GzuTytsOUwf2lidtvkx/6gnEp1QvJv34t9vdjhFmha/mUiNDbN0D0mJWdug==}
+    engines: {node: '>=0.10.32'}
+    dev: true
+
   /yallist@2.1.2:
     resolution: {integrity: sha512-ncTzHV7NvsQZkYe1DW7cbDLm0YpzHmZF5r/iyP3ZnQtMiJ+pjzisCiMNI+Sj+xQF5pXhSHxSB3uDbsBTzY/c2A==}
     dev: true
@@ -27650,3 +27892,7 @@ packages:
     dependencies:
       tslib: 2.5.3
     dev: true
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false

tsconfig.base.json

@@ -25,6 +25,8 @@
       "@nx/detox": ["packages/detox"],
       "@nx/devkit": ["packages/devkit"],
       "@nx/devkit/*": ["packages/devkit/*"],
+      "@nx/docs": ["docs"],
+      "@nx/docs/*": ["docs/*"],
       "@nx/e2e/utils": ["e2e/utils"],
       "@nx/esbuild": ["packages/esbuild"],
       "@nx/eslint-plugin": ["packages/eslint-plugin/src"],
@@ -45,6 +47,7 @@
       "@nx/next/*": ["packages/next/*"],
       "@nx/node": ["packages/node"],
       "@nx/node/*": ["packages/node/*"],
+      "@nx/nx-dev/data-access-ai": ["nx-dev/data-access-ai/src/index.ts"],
       "@nx/nx-dev/data-access-documents": [
         "nx-dev/data-access-documents/src/index.ts"
       ],
@@ -58,6 +61,7 @@
       "@nx/nx-dev/data-access-packages/node-only": [
         "nx-dev/data-access-packages/src/node.index.ts"
       ],
+      "@nx/nx-dev/feature-ai": ["nx-dev/feature-ai/src/index.ts"],
       "@nx/nx-dev/feature-analytics": ["nx-dev/feature-analytics/src/index.ts"],
       "@nx/nx-dev/feature-doc-viewer": [
         "nx-dev/feature-doc-viewer/src/index.ts"