Skip to content

Latest commit

 

History

History
1212 lines (1042 loc) · 31.6 KB

BACKEND_INTEGRATION_GUIDE.md

File metadata and controls

1212 lines (1042 loc) · 31.6 KB

Backend Integration Guide

This document maps every frontend component to its required backend functionality. Use this as a reference when implementing the backend to ensure all features are properly connected.

Table of Contents

  1. Authentication & User Management
  2. Personal Dashboard Features
  3. Enterprise Features
  4. Landing Page & Onboarding
  5. Extension Components
  6. Data Types & Structures

Authentication & User Management

Component: LoginModal.tsx

Location: src/components/auth/LoginModal.tsx

Required Backend Endpoints:

  1. POST /api/auth/google-login

    • Purpose: Authenticate user with Google OAuth token
    • Request Body: 
      {
  "credential": "string (JWT token from Google)",
  "accountType": "personal" | "enterprise"
}
    • Response: 
      {
  "user": {
    "id": "string",
    "name": "string",
    "email": "string",
    "picture": "string",
    "sub": "string"
  },
  "token": "string (JWT auth token)",
  "accountType": "personal" | "enterprise",
  "hasEnterpriseAccess": boolean
}
    • Notes:
      • Verify Google token on backend
      • Create user if doesn't exist
      • Return JWT token for subsequent requests
      • Check if personal account has enterprise access

  2. GET /api/auth/me

    • Purpose: Get current authenticated user info
    • Headers: Authorization: Bearer <token>
    • Response: Same as login response
    • Notes: Used to verify token and get user info on app load

  3. POST /api/auth/logout

    • Purpose: Logout user (invalidate token)
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

Component: ProtectedRoute.tsx

Location: src/components/auth/ProtectedRoute.tsx

Required Backend Endpoints:

  • Uses same /api/auth/me endpoint to verify authentication
  • Should handle 401 responses and redirect to login

Component: Navigation.tsx

Location: src/components/ui/Navigation.tsx

Required Backend Functionality:

  • Check if user has enterprise access (for personal accounts)
  • Uses hasEnterpriseAccess flag from auth response
  • TODO: Backend should return hasEnterpriseAccess boolean in auth response

Personal Dashboard Features

Component: PersonalPage.tsx

Location: src/pages/PersonalPage.tsx

Required Backend Endpoints:

  1. GET /api/personal/profile
    • Purpose: Get user profile data
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "name": "string",
  "email": "string",
  "googleConnected": boolean,
  "timeSaved": {
    "totalHours": number,
    "thisWeek": number,
    "thisMonth": number,
    "breakdown": [
      {
        "category": "string",
        "hours": number
      }
    ]
  }
}

Component: SessionTimeline.tsx

Location: src/components/personal/SessionTimeline.tsx

Required Backend Endpoints:

  1. GET /api/personal/sessions

    • Purpose: Get all learning sessions for user
    • Headers: Authorization: Bearer <token>
    • Query Params: ?limit=50&offset=0
    • Response: 
      {
  "sessions": [
    {
      "id": "string",
      "date": "YYYY-MM-DD",
      "time": "HH:mm",
      "duration": "string (e.g., '2h 15m')",
      "concepts": number,
      "title": "string",
      "docTitle": "string",
      "triggers": ["scroll", "hover", "click"],
      "gapLabels": ["hooks", "performance"],
      "isComplete": boolean
    }
  ],
  "total": number
}

  2. PATCH /api/personal/sessions/:sessionId

    • Purpose: Update session (rename, mark complete/incomplete)
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "title"?: "string",
  "isComplete"?: boolean
}

  3. POST /api/personal/sessions/:sessionId/regenerate-summary

    • Purpose: Regenerate session summary with merge rules
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "success": true,
  "session": { /* updated session object */ }
}

Component: MarkdownEditor.tsx

Location: src/components/personal/MarkdownEditor.tsx

Required Backend Endpoints:

  1. GET /api/personal/sessions/:sessionId/notes

    • Purpose: Get session notes/entries
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "id": "string",
  "title": "string",
  "lastUpdated": "ISO 8601 datetime",
  "entries": [
    {
      "id": "string",
      "timestamp": "ISO 8601 datetime",
      "searchQuery": "string",
      "document": {
        "title": "string",
        "url": "string",
        "type": "google-doc" | "github" | "notion" | "confluence" | "other"
      },
      "context": "string",
      "agentAction": "string",
      "agentResponse": "string (markdown)",
      "links": [
        {
          "title": "string",
          "url": "string",
          "description": "string"
        }
      ]
    }
  ]
}

  2. PUT /api/personal/sessions/:sessionId/notes

    • Purpose: Save session notes
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "title": "string",
  "entries": [ /* same structure as GET response */ ]
}

  3. POST /api/personal/sessions/:sessionId/generate-summary

    • Purpose: Generate AI summary of session
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "summary": "string (markdown)",
  "keyConcepts": ["string"],
  "generatedAt": "ISO 8601 datetime"
}

  4. POST /api/personal/sessions/:sessionId/export/google-doc

    • Purpose: Export session notes to Google Doc
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "includeMetadata": boolean,
  "format": "markdown" | "plain"
}
    • Response: 
      {
  "success": true,
  "googleDocUrl": "string",
  "fileId": "string"
}

  5. GET /api/personal/sessions/:sessionId/export/markdown

    • Purpose: Download session notes as markdown file
    • Headers: Authorization: Bearer <token>
    • Response: Markdown file download

Component: NotebookEntries.tsx

Location: src/components/personal/NotebookEntries.tsx

Required Backend Endpoints:

  1. GET /api/personal/notebook-entries

    • Purpose: Get notebook entries (optionally filtered by session)
    • Headers: Authorization: Bearer <token>
    • Query Params: ?sessionId=<id>&limit=5
    • Response: 
      {
  "entries": [
    {
      "id": "string",
      "sessionId": "string",
      "title": "string",
      "date": "YYYY-MM-DD",
      "snippet": "string",
      "preview": "string"
    }
  ],
  "total": number
}

  2. GET /api/personal/notebook-entries/:entryId

    • Purpose: Get full notebook entry details
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "id": "string",
  "sessionId": "string",
  "title": "string",
  "date": "YYYY-MM-DD",
  "content": "string (markdown)",
  "snippet": "string",
  "preview": "string",
  "tags": ["string"],
  "relatedEntries": ["entryId"]
}

Component: AISearchChat.tsx

Location: src/components/personal/AISearchChat.tsx

Required Backend Endpoints:

  1. POST /api/personal/ai-search
    • Purpose: AI-powered search through learning history
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "query": "string",
  "context": {
    "sessionId": "string (optional)",
    "dateRange": {
      "start": "ISO 8601",
      "end": "ISO 8601"
    }
  }
}
    • Response: 
      {
  "message": "string",
  "results": [
    {
      "type": "session" | "notebook-entry" | "document",
      "id": "string",
      "title": "string",
      "snippet": "string",
      "relevanceScore": number
    }
  ],
  "suggestions": ["string"]
}

Component: AccountInfo.tsx

Location: src/components/personal/profile/AccountInfo.tsx

Required Backend Endpoints:

  • Uses same /api/personal/profile endpoint as PersonalPage

Component: TimeSavedStats.tsx

Location: src/components/personal/profile/TimeSavedStats.tsx

Required Backend Endpoints:

  • Uses same /api/personal/profile endpoint (timeSaved data)

Component: PersonaSettings.tsx

Location: src/components/personal/profile/PersonaSettings.tsx

Required Backend Endpoints:

  1. GET /api/personal/persona

    • Purpose: Get user persona settings
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "experience": "beginner" | "intermediate" | "advanced" | "expert",
  "learningStyle": "visual" | "auditory" | "reading" | "kinesthetic",
  "goals": ["string"],
  "timeCommitment": "1-2h" | "3-5h" | "6-10h" | "10h+",
  "preferredTopics": ["string"],
  "challenges": ["string"]
}

  2. PUT /api/personal/persona

    • Purpose: Update persona settings
    • Headers: Authorization: Bearer <token>
    • Request Body: Same structure as GET response

Component: PrivacySettings.tsx

Location: src/components/personal/profile/PrivacySettings.tsx

Required Backend Endpoints:

  1. GET /api/personal/privacy-settings

    • Purpose: Get privacy settings
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "dataSharing": boolean,
  "analytics": boolean,
  "sessionTracking": boolean,
  "aiTraining": boolean
}

  2. PUT /api/personal/privacy-settings

    • Purpose: Update privacy settings
    • Headers: Authorization: Bearer <token>
    • Request Body: Same structure as GET response

Enterprise Features

Component: EnterpriseOverview.tsx

Location: src/pages/enterprise/EnterpriseOverview.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/documents

    • Purpose: Get all documents with confusion metrics
    • Headers: Authorization: Bearer <token>
    • Query Params: ?limit=50&offset=0&folderPath=<path>
    • Response: 
      {
  "documents": [
    {
      "id": "string",
      "title": "string",
      "googleDoc": {
        "fileId": "string",
        "url": "string",
        "name": "string",
        "folderPath": "string",
        "lastModified": "ISO 8601"
      },
      "confusionDensity": number,
      "totalTriggers": number,
      "usersAffected": number
    }
  ],
  "total": number
}

  2. GET /api/enterprise/documents/:documentId

    • Purpose: Get document content with hotspots
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "id": "string",
  "title": "string",
  "content": "string",
  "googleDoc": {
    "fileId": "string",
    "url": "string",
    "name": "string",
    "folderPath": "string"
  },
  "hotspots": [
    {
      "id": "string",
      "startIndex": number,
      "endIndex": number,
      "intensity": number,
      "userCount": number,
      "unmetNeed": "string"
    }
  ]
}

  3. GET /api/enterprise/suggestions

    • Purpose: Get AI suggestions for documents
    • Headers: Authorization: Bearer <token>
    • Query Params: ?documentId=<id>
    • Response: 
      {
  "suggestions": [
    {
      "id": "string",
      "documentId": "string",
      "googleDoc": {
        "fileId": "string",
        "url": "string",
        "name": "string"
      },
      "hotspotId": "string",
      "originalText": "string",
      "suggestedText": "string",
      "confidence": number,
      "reasoning": "string",
      "googleDocRange": {
        "startIndex": number,
        "endIndex": number
      }
    }
  ]
}

  4. POST /api/google-docs/apply-edit

    • Purpose: Apply suggestion edit to Google Doc
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "suggestionId": "string",
  "googleDoc": {
    "fileId": "string",
    "url": "string",
    "name": "string"
  },
  "originalText": "string",
  "suggestedText": "string",
  "range": {
    "startIndex": number,
    "endIndex": number
  }
}
    • Response: 
      {
  "success": boolean,
  "message": "string",
  "googleDocUrl": "string",
  "appliedAt": "ISO 8601"
}

  5. GET /api/enterprise/kpis

    • Purpose: Get diagnostic KPIs
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "timeReclaimed": number,
  "totalTriggers": number,
  "topDocuments": [
    {
      "id": "string",
      "title": "string",
      "frictionScore": number,
      "triggersPerUser": number
    }
  ],
  "efficiencyData": [
    {
      "date": "string",
      "actual": number,
      "predicted": number
    }
  ],
  "currentEfficiency": number,
  "predictedEfficiency": number,
  "timeframe": "string"
}

  6. POST /api/enterprise/suggestions/:suggestionId/accept

    • Purpose: Accept a suggestion
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

  7. POST /api/enterprise/suggestions/:suggestionId/reject

    • Purpose: Reject a suggestion
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

Component: EnterpriseDocuments.tsx

Location: src/pages/enterprise/EnterpriseDocuments.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/documents
    • Purpose: Get document list with engagement metrics
    • Headers: Authorization: Bearer <token>
    • Query Params: ?limit=50&offset=0
    • Response: 
      {
  "documents": [
    {
      "id": "string",
      "title": "string",
      "lastUpdated": "ISO 8601",
      "views": number,
      "concepts": number,
      "engagement": number
    }
  ],
  "total": number
}

Component: EnterpriseSuggestions.tsx

Location: src/pages/enterprise/EnterpriseSuggestions.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/suggestions

    • Purpose: Get all AI suggestions with diagnosis
    • Headers: Authorization: Bearer <token>
    • Query Params: ?limit=50&offset=0
    • Response: 
      {
  "suggestions": [
    {
      "id": "string",
      "document": "string",
      "section": "string",
      "confusionType": "concept" | "terminology" | "application",
      "confidence": number,
      "diagnosis": "string",
      "actions": ["string"]
    }
  ],
  "total": number
}

  2. POST /api/enterprise/suggestions/:suggestionId/apply

    • Purpose: Apply suggestion actions
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

  3. POST /api/enterprise/suggestions/:suggestionId/dismiss

    • Purpose: Dismiss suggestion
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

Component: EnterpriseCharts.tsx

Location: src/pages/enterprise/EnterpriseCharts.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/analytics/growth

    • Purpose: Get growth trends data
    • Headers: Authorization: Bearer <token>
    • Query Params: ?startDate=<ISO>&endDate=<ISO>
    • Response: 
      {
  "data": [
    {
      "month": "string",
      "users": number,
      "sessions": number
    }
  ]
}

  2. GET /api/enterprise/analytics/departments

    • Purpose: Get department performance data
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "data": [
    {
      "department": "string",
      "concepts": number,
      "engagement": number
    }
  ]
}

  3. GET /api/enterprise/analytics/topics

    • Purpose: Get topic distribution data
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "data": [
    {
      "name": "string",
      "value": number
    }
  ]
}

Component: EnterpriseExports.tsx

Location: src/pages/enterprise/EnterpriseExports.tsx

Required Backend Endpoints:

  1. POST /api/enterprise/exports/generate-report

    • Purpose: Generate clarity report from selected suggestions
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "documentId": "string",
  "suggestionIds": ["string"]
}
    • Response: 
      {
  "exportId": "string",
  "documentTitle": "string",
  "suggestions": [
    {
      "id": "string",
      "originalText": "string",
      "suggestedText": "string",
      "confidence": number,
      "reasoning": "string",
      "hotspotInfo": "string"
    }
  ],
  "generatedAt": "ISO 8601"
}

  2. GET /api/enterprise/exports/:exportId/download

    • Purpose: Download report as markdown
    • Headers: Authorization: Bearer <token>
    • Response: Markdown file download

Component: EnterpriseProfilePage.tsx

Location: src/pages/enterprise/EnterpriseProfilePage.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/organization

    • Purpose: Get organization info
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "orgName": "string",
  "adminEmail": "string",
  "memberCount": number,
  "createdAt": "ISO 8601",
  "driveSources": [
    {
      "id": "string",
      "name": "string",
      "type": "shared-drive" | "folder",
      "path": "string"
    }
  ],
  "members": [
    {
      "id": "string",
      "name": "string",
      "email": "string",
      "role": "admin" | "member"
    }
  ],
  "metrics": {
    "confusionDensity": number,
    "totalTimeSaved": number,
    "activeUsers": number,
    "documentsProcessed": number
  }
}

  2. PUT /api/enterprise/organization

    • Purpose: Update organization info (admin only)
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "orgName": "string",
  "adminEmail": "string"
}

  3. GET /api/enterprise/exports/organization-data

    • Purpose: Export organization data
    • Headers: Authorization: Bearer <token>
    • Response: JSON file download

Component: GoogleDriveIntegration.tsx

Location: src/components/enterprise/profile/GoogleDriveIntegration.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/google-drive/sources

    • Purpose: Get configured Google Drive sources
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "sources": [
    {
      "id": "string",
      "name": "string",
      "type": "shared-drive" | "folder",
      "path": "string"
    }
  ]
}

  2. POST /api/enterprise/google-drive/sources

    • Purpose: Add Google Drive source (admin only)
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "name": "string",
  "type": "shared-drive" | "folder",
  "path": "string",
  "googleDriveId": "string"
}

  3. DELETE /api/enterprise/google-drive/sources/:sourceId

    • Purpose: Remove Google Drive source (admin only)
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

  4. GET /api/google-docs/documents

    • Purpose: Fetch documents from Google Drive
    • Headers: Authorization: Bearer <token>
    • Query Params: ?folderPath=<path>&dateRange.start=<ISO>&dateRange.end=<ISO>
    • Response: See EnterpriseOverview document endpoint

Component: TeamMembers.tsx

Location: src/components/enterprise/profile/TeamMembers.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/members

    • Purpose: Get team members list
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "members": [
    {
      "id": "string",
      "name": "string",
      "email": "string",
      "role": "admin" | "member",
      "joinedAt": "ISO 8601"
    }
  ]
}

  2. POST /api/enterprise/members

    • Purpose: Add team member (admin only)
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "email": "string",
  "role": "admin" | "member"
}

  3. DELETE /api/enterprise/members/:memberId

    • Purpose: Remove team member (admin only)
    • Headers: Authorization: Bearer <token>
    • Response: { "success": true }

  4. PATCH /api/enterprise/members/:memberId/role

    • Purpose: Update member role (admin only)
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "role": "admin" | "member"
}

Component: EnterpriseSettings.tsx

Location: src/components/enterprise/profile/EnterpriseSettings.tsx

Required Backend Endpoints:

  1. GET /api/enterprise/settings

    • Purpose: Get enterprise settings
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "classificationRules": ["string"],
  "privacyPolicies": ["string"],
  "notificationSettings": {
    "emailAlerts": boolean,
    "weeklyReports": boolean
  }
}

  2. PUT /api/enterprise/settings

    • Purpose: Update enterprise settings (admin only)
    • Headers: Authorization: Bearer <token>
    • Request Body: Same structure as GET response

Landing Page & Onboarding

Component: PersonaSetup.tsx

Location: src/components/landing/PersonaSetup.tsx

Required Backend Endpoints:

  1. POST /api/personal/persona
    • Purpose: Save initial persona setup
    • Headers: Authorization: Bearer <token> (user must be logged in)
    • Request Body: 
      {
  "experience": "beginner" | "intermediate" | "advanced" | "expert",
  "learningStyle": "visual" | "auditory" | "reading" | "kinesthetic",
  "goals": ["string"],
  "timeCommitment": "1-2h" | "3-5h" | "6-10h" | "10h+",
  "preferredTopics": ["string"],
  "challenges": ["string"]
}
    • Response: { "success": true }

Component: Onboarding.tsx

Location: src/components/landing/Onboarding.tsx

Required Backend Endpoints:

  • No specific endpoints, uses localStorage for onboarding state
  • Can optionally track onboarding completion: POST /api/personal/onboarding/complete

Component: InstallGuide.tsx

Location: src/components/landing/InstallGuide.tsx

Required Backend Endpoints:

  • No backend endpoints needed (static content)

Extension Components

Component: ExtensionPopup.tsx

Location: src/components/extension/ExtensionPopup.tsx

Required Backend Endpoints:

  1. POST /api/extension/session/start

    • Purpose: Start a new learning session
    • Headers: Authorization: Bearer <token>
    • Request Body: 
      {
  "url": "string",
  "documentTitle": "string",
  "documentType": "google-doc" | "github" | "notion" | "confluence" | "other"
}
    • Response: 
      {
  "sessionId": "string",
  "startedAt": "ISO 8601"
}

  2. POST /api/extension/session/:sessionId/stop

    • Purpose: Stop current session
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "sessionId": "string",
  "duration": number,
  "conceptsDetected": number
}

Component: SessionToggle.tsx

Location: src/components/extension/SessionToggle.tsx

Required Backend Endpoints:

  • Uses same session endpoints as ExtensionPopup

Component: StatusIndicators.tsx

Location: src/components/extension/StatusIndicators.tsx

Required Backend Endpoints:

  1. GET /api/extension/status
    • Purpose: Get extension status
    • Headers: Authorization: Bearer <token>
    • Response: 
      {
  "isActive": boolean,
  "currentSessionId": "string | null",
  "isGazeTracking": boolean,
  "hasWebcamAccess": boolean
}

Component: SidePanel.tsx

Location: src/components/extension/SidePanel.tsx

Required Backend Endpoints:

  • Uses session and notebook entry endpoints from Personal Dashboard

Component: DraggableOverlay.tsx

Location: src/components/extension/DraggableOverlay.tsx

Required Backend Endpoints:

  • No specific endpoints (UI component)

Data Types & Structures

Type Definitions

Location: src/types/enterprise.ts

All type definitions are already documented in the file. Backend should match these structures:

  • GoogleDocFile
  • DocumentWithGoogleDoc
  • DocumentContent
  • AISuggestion
  • ApplyEditRequest
  • ApplyEditResponse
  • FetchDocumentsRequest
  • FetchDocumentsResponse
  • FetchSuggestionsRequest
  • FetchSuggestionsResponse
  • SuggestionUpdateEvent (WebSocket/SSE)
  • DocumentUpdateEvent (WebSocket/SSE)

Real-time Updates

WebSocket/SSE Endpoints:

  1. WebSocket /ws/enterprise/updates
    • Purpose: Real-time updates for enterprise dashboard
    • Events:
      • suggestion_created
      • suggestion_updated
      • suggestion_applied
      • document_updated
      • hotspot_detected
    • Message Format: 
      {
  "type": "suggestion_created" | "suggestion_updated" | "suggestion_applied" | "document_updated" | "hotspot_detected",
  "data": { /* event-specific data */ },
  "timestamp": "ISO 8601"
}

Authentication Token Format

All authenticated endpoints expect:

  • Header: Authorization: Bearer <JWT_TOKEN>
  • Token should be stored in localStorage as auth_token
  • Token expiration should be handled (refresh token flow recommended)

Error Handling

All endpoints should return consistent error format:

{
  "error": {
    "code": "ERROR_CODE",
    "message": "Human-readable error message",
    "details": {} // Optional additional details
  }
}

Common HTTP Status Codes:

  • 200 - Success
  • 201 - Created
  • 400 - Bad Request
  • 401 - Unauthorized (should trigger logout)
  • 403 - Forbidden
  • 404 - Not Found
  • 500 - Internal Server Error

Environment Variables

Backend should use these environment variables (matching frontend .env):

  • VITE_API_URL - Backend API URL (default: http://localhost:8000/api)
  • VITE_GOOGLE_CLIENT_ID - Google OAuth Client ID

Notes for Backend Implementation

  1. Google OAuth Integration:

    • Verify Google JWT tokens on backend
    • Store user info and create accounts if needed
    • Handle enterprise access checks for personal accounts

  2. Google Docs API Integration:

    • Need Google Drive API access
    • Apply edits to Google Docs programmatically
    • Fetch documents from Google Drive
    • Handle OAuth scopes for Google Drive access

  3. Session Tracking:

    • Track user learning sessions
    • Detect confusion triggers (scroll, hover, click)
    • Generate gap labels and concepts
    • Store chronological entries

  4. AI/ML Integration:

    • Generate AI suggestions based on confusion patterns
    • Analyze document hotspots
    • Provide search functionality through learning history
    • Generate summaries and insights

  5. Real-time Features:

    • WebSocket or SSE for live updates
    • Push notifications for new suggestions
    • Live document updates

  6. Data Privacy:

    • Respect privacy settings
    • Handle data sharing preferences
    • Comply with user consent for analytics

Testing Checklist

When implementing backend, ensure:

  • All authentication endpoints work ✅ COMPLETE
  • All personal dashboard endpoints return correct data structures ✅ COMPLETE
  • All enterprise endpoints require proper authorization ✅ COMPLETE
  • Google Docs integration works end-to-end ⏳ PENDING
  • Real-time updates are functional ⏳ PENDING
  • Error handling is consistent ✅ COMPLETE
  • Token refresh works ⏳ PENDING (JWT tokens work, refresh not implemented)
  • File uploads/downloads work ⏳ PENDING
  • WebSocket connections are stable ⏳ PENDING
  • Rate limiting is implemented ⏳ PENDING
  • CORS is properly configured ✅ COMPLETE

Implementation Status

✅ COMPLETED (2025-01-27)

Backend API: 100% Complete

  • ✅ All authentication routes implemented and tested
  • ✅ All personal dashboard routes implemented and tested
  • ✅ All enterprise routes implemented and tested
  • ✅ All extension routes implemented and tested
  • ✅ Database schema complete (9 tables created in Snowflake)
  • ✅ All SQL queries use fully qualified table names
  • ✅ Error handling implemented
  • ✅ CORS configured correctly
  • ✅ API server running and verified

Database:

  • ✅ USERS table
  • ✅ SESSIONS table
  • ✅ NOTEBOOK_ENTRIES table
  • ✅ DOCUMENTS table
  • ✅ SUGGESTIONS table
  • ✅ ORGANIZATIONS table
  • ✅ INTERACTIONS table
  • ✅ TRACKED_ASSETS table
  • ✅ ORG_MEMBERSHIPS table

Code Quality:

  • ✅ All routes properly organized
  • ✅ Models defined for all tables
  • ✅ Authentication middleware working
  • ✅ Response formats match specification

🟡 IN PROGRESS

Backend-Frontend Integration:

  • ✅ API connectivity verified
  • ⏳ End-to-end authentication flow testing needed
  • ⏳ Real data integration testing needed

Extension Integration:

  • ✅ Basic structure complete
  • ⏳ Full backend integration needed
  • ⏳ Real-time updates needed

⏳ PENDING

AI/ML Integration:

  • ⏳ Dedalus Labs setup
  • ⏳ K2-Think API integration
  • ⏳ Agent implementations (0.0 - 6.0)

Google Docs Integration:

  • ⏳ Google Drive API setup
  • ⏳ Document fetching
  • ⏳ Programmatic editing

Real-time Features:

  • ⏳ WebSocket/SSE implementation
  • ⏳ Live updates
  • ⏳ Push notifications

Production Features:

  • ⏳ Rate limiting
  • ⏳ Token refresh
  • ⏳ Monitoring and logging
  • ⏳ Performance optimization

Last Updated: January 27, 2025 Version: 1.1 Status: ✅ Backend Complete | 🟡 Integration In Progress