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Stencil web component library for LLM test runner functionality","maintainers":[{"name":"akhilan-fluxon","email":"akhilan.s@fluxon.com"}],"readme":"# LLM TestRunner Web Components\n\nA Stencil web component library that provides a comprehensive LLM testing solution with automated evaluation capabilities.\n\n## Overview\n\nThe LLM TestRunner is a tool for testing Large Language Model (LLM) responses against expected criteria. It provides a complete interface for:\n\n- **Question Management**: Add, edit, and organize test questions\n- **AI Integration**: Direct integration with Google's Gemini AI API\n- **Automated Evaluation**: Built-in evaluation engine that checks responses against expected keywords and source links\n- **Batch Testing**: Run multiple tests sequentially \n- **Real-time Results**: Live evaluation results with pass/fail indicators\n\n## Components\n\n### `<llm-test-runner>`\nThe main component that provides a complete LLM testing interface.\n\n**Features:**\n- Question input with expected keywords and source links\n- Real-time AI response generation via Gemini API\n- Test case management (add, delete, run individual or all tests)\n- Built-in evaluation engine with keyword and source link matching\n- Error handling and loading states\n- Rate limiting for batch operations\n\n**Usage:**\n```html\n<llm-test-runner api-key=\"your-gemini-api-key-here\"></llm-test-runner>\n```\n\n## 🎯 Usage Modes\n\n### 1. Direct HTML Usage\nSimply include the component in your HTML:\n```html\n<!DOCTYPE html>\n<html>\n<head>\n  <script type=\"module\" src=\"/build/llm-testrunner.esm.js\"></script>\n  <script nomodule src=\"/build/llm-testrunner.js\"></script>\n</head>\n<body>\n  <llm-test-runner api-key=\"your-gemini-api-key-here\"></llm-test-runner>\n</body>\n</html>\n```\n\n### 2. Library Integration\nImport as a module in your application:\n```javascript\nimport { LLMTestRunner } from 'llm-testrunner-components';\n\n// The component is automatically registered and ready to use\n```\n\n## Configuration\n\n### API Key Prop\nThe component accepts the Gemini API key as a prop.\n\n```html\n<llm-test-runner api-key=\"your-gemini-api-key-here\"></llm-test-runner>\n```\n\n### React/JSX Usage\n```jsx\nfunction App() {\n  return (\n    <div>\n      <llm-test-runner apiKey=\"your-gemini-api-key-here\" />\n    </div>\n  );\n}\n```\n\n## Evaluation Engine\n\nThe built-in evaluation engine provides:\n\n- **Keyword Matching**: Case-insensitive matching of expected keywords in AI responses\n- **Source Link Validation**: Checks for presence of expected URLs in responses\n- **Pass/Fail Logic**: Tests pass only when ALL expected items are found\n- **Detailed Results**: Shows which keywords and links were found/missing\n\n### Evaluation Criteria\n- **Keywords**: Must be present in the AI response (case-insensitive)\n- **Source Links**: Must be present as exact URL matches\n- **Pass Condition**: ALL expected keywords AND source links must be found\n\n## Development\n\n### Building\n```bash\nnpm run build\n```\n\n### Testing\n```bash\nnpm test\n```\n\n### Development Server\n```bash\nnpm start\n```\n\n### Project Structure\n```\nsrc/\n├── components/\n│   └── llm-test-runner/          # Main component\n│       ├── llm-test-runner.tsx   # Component logic\n│       ├── llm-test-runner.css   # Styling\n│       └── readme.md             # Component documentation\n├── lib/\n│   └── evaluation/               # Evaluation engine\n│       ├── evaluation-engine.ts  # Core evaluation logic\n│       ├── types.ts              # TypeScript interfaces\n│       └── index.ts              # Exports\n└── index.ts                      # Main library exports\n```\n\n## Using in React Applications\n\n### Installation\n```bash\nnpm install llm-testrunner-components\n```\n\n### Integration\n```tsx\nimport React, { useEffect } from 'react';\nimport { defineCustomElements } from 'llm-testrunner-components/loader';\n\nfunction App() {\n  useEffect(() => {\n    defineCustomElements();\n  }, []);\n\n  return (\n    <div>\n      <h1>LLM Test Runner</h1>\n      <llm-test-runner api-key=\"your-gemini-api-key-here\"></llm-test-runner>\n    </div>\n  );\n}\n```\n\n### TypeScript Support\n```tsx\ndeclare global {\n  namespace JSX {\n    interface IntrinsicElements {\n      'llm-test-runner': any;\n    }\n  }\n}\n```\n\n## API Reference\n\n### Component Props\n```typescript\ninterface LLMTestRunnerProps {\n  apiKey: string; // Required: Your Gemini API key\n}\n```\n\n### TestCase Interface\n```typescript\ninterface TestCase {\n  id: string;\n  question: string;\n  expectedKeywords: string[];\n  expectedSourceLinks: string[];\n  output?: string;\n  isRunning?: boolean;\n  error?: string;\n  evaluationResult?: EvaluationResult;\n}\n```\n\n### EvaluationResult Interface\n```typescript\ninterface EvaluationResult {\n  testCaseId: string;\n  passed: boolean;\n  keywordMatches: KeywordMatch[];\n  sourceLinkMatches: SourceLinkMatch[];\n  timestamp?: string;\n}\n```","readmeFilename":"README.md"}