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or /landing\n   npm install\n   ```\n\n3. **Load Extension**\n   - Open Chrome → `chrome://extensions/`\n   - Enable \"Developer mode\"\n   - Click \"Load unpacked\" → Select `/extension` folder\n\n4. **Configure Gemini Nano**\n   - Follow [Chrome Built-in AI documentation](https://developer.chrome.com/docs/ai/built-in)\n   - Set up API keys if using remote fallback\n\n5. **Run Next.js Dashboard** (optional)\n   ```bash\n   npm run dev    # Development\n   npm run build  # Production\n   ```\n\n## Development\n\n- Extension core in `/extension` directory\n- IndexedDB schema: legal docs, chat logs, file indices, user config\n- All AI processing runs locally via Gemini Nano\n- Function-calling APIs for automation workflows\n\n## Testing\n\n- Use Chrome extension debugger (`chrome://extensions`)\n- Validate IndexedDB operations and autofill flows\n- Test audio-to-text, highlighting, and reference tools\n- Unit tests with Jest (optional)\n\n## Deployment\n\n1. Package extension with icons, screenshots, privacy policy\n2. Submit to Chrome Web Store\n3. Build Next.js UI: `npm run build`\n4. Deploy open-source repository\n\n## References\n\n- [Chrome Built-in AI APIs](https://developer.chrome.com/docs/ai/built-in)\n- [Chrome Extension Documentation](https://developer.chrome.com/docs/extensions)\n- [IndexedDB API](https://developer.mozilla.org/en-US/docs/Web/API/IndexedDB_API)\n- [Next.js Documentation](https://nextjs.org/docs)\n\n**Built for the 2025 Chrome AI Challenge** | Privacy-focused | Offline-first\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fqoyyuum%2Fagentic-advocate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fqoyyuum%2Fagentic-advocate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fqoyyuum%2Fagentic-advocate/lists"}