এআই কে তথ্য শেখান
বাংলা বা ইংরেজি যেকোনো ভাষায় ২০-৩০ লাইন তথ্য লিখুন
ট্রেন করা তথ্য প্রিভিউ
আপনার দেওয়া তথ্যগুলো যাচাই করুন এবং প্রয়োজন হলে এডিট করুন
How Aegis-AI Works
Complete Technical Explanation of the System
1. Context-Aware Chat
When a student uploads a PDF or notes, Aegis-AI will answer questions only from that specific file. It will not provide any external or incorrect information. This ensures 100% accuracy based on the uploaded material.
2. Automatic Summarization
For large chapters or 10-20 page notes, Aegis-AI can summarize them into 1 page and extract potential exam questions from the content. This helps students focus on what's important.
3. Skill Grading
When a student participates in quiz battles, Aegis-AI analyzes their performance and identifies weak topics. It recommends which notes they should study to improve their scores.
The Complete Workflow (How It Actually Works)
Ingestion (Input Processing)
Student uploads a note or image. Aegis-AI first reads the text content (via OCR technology for images) and prepares it for processing.
Vectorization (Intelligent Processing)
The content is converted into numerical representations called 'vectors' and stored in a specialized memory system (Vector Database). This allows for semantic understanding, not just keyword matching.
Retrieval (Smart Search)
When a student asks a question, Aegis-AI doesn't search the entire file. Instead, it instantly retrieves only the relevant sections that contain the answer, making it extremely fast and efficient.
Generation (Intelligent Output)
Finally, Aegis-AI presents the answer in simple, easy-to-understand language, ensuring the student comprehends the concept completely.
✅ Hallucination Control: Aegis-AI will never make up answers. If the information isn't in the uploaded notes, it will directly say "Sorry, this information is not available in your notes."
✅ Multi-Lingual Support: The system understands and responds in both Bengali and English, making it accessible to all Bangladeshi students.
✅ Cost Efficiency: Built with a 'serverless' architecture, Aegis-AI incurs zero cost when not in use, making it economically sustainable for educational institutions.
✅ Real-time Processing: All operations happen in real-time with minimal latency, providing instant feedback to students.
এআই সহকারীর সাথে কথোপকথন
আপনার ট্রেন করা তথ্যের ভিত্তিতে প্রশ্ন করুন