Student Login
Access your enrolled courses, pre-test & AI Tutor.
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Level 1
🔥 1 Days
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🏆 Achievements & Badges
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👤 Learner Model Digital Twin
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Multi-Dimensional Topic Mastery:
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⚡ Recommended for You
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🎯 Recommended Next Learning Activity:
Complete pre-test to generate activity.
📚 Enrolled Courses
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📊 Teacher Learning Analytics & At-Risk Detection
Class performance, Normalized Learning Gain telemetry, and At-Risk indicators.
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Mastery < 50% or 3+ repeated incorrect answers.
Mastery 50-65% or low study progress.
Sufficient topic mastery & active progress.
📋 Student Performance & At-Risk Roster
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📚 Assigned Courses
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🛠️ User Management & Directory
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🤖 Admin AI Management & AI Gateway
Configure server-side AI providers, Gateway fallback, API key security, and AI Tutor context grounding.
Configured AI Providers
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🤖 Requests by Provider
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📦 Requests by Model
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⚡ Requests by Feature
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Connection Tests & Telemetry Logs
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Configurable Model Pricing Rules (Cost estimation rates per 1,000 tokens)
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Role-Based Server-Side Rate Limits
Set maximum permitted requests per minute and per day for each user role to prevent API key abuse.
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Admin AI Audit Log (Security & Action History)
Records all administrative configuration changes and connection tests without exposing API keys.
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Google Drive Connections
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Course → Google Drive Folder Mappings
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Indexed Knowledge Base Files
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Synchronization Telemetry & Indexing Logs
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🔍 Knowledge Search Tester & Evidence Evaluation
Test semantic vector search retrieval, cross-lingual matching, similarity scores, evidence sufficiency (SUFFICIENT / INSUFFICIENT), and source traceability before activating AI Tutor.
Run a test search query above to inspect vector retrieval quality and source traceability.
🔀 Intelligent Query Router Debugger
Test query classification (COURSE_RELATED, GENERAL, CURRENT_INFORMATION), evidence sufficiency checks, source selection (COURSE_MATERIAL vs EXTERNAL_SOURCE), and prompt injection immunity.
Run a router query test above to inspect classification and fallback decisions.
🌐 Google Gemini Search Grounding Tester
Test real-time Google Search Grounding for current information queries, external knowledge fallback, and verified web citations (`groundingMetadata`).
Run a search grounding query test above to inspect live Google Search citations and response text.