Dr. Mohamed El FadilBrainSAIT

ContextLinc

Online

ContextLinc Assistant

Context-aware AI conversation

Active
🧠

Welcome to ContextLinc

I'm your context-aware AI assistant, powered by the 11-layer Context Window Architecture. I can help you with questions, analyze documents, and provide insights based on sophisticated context understanding.

📚 Multi-Modal Processing

Upload documents, images, videos, or audio files. I'll process them through the multi-modal pipeline and integrate the content into our conversation.

🧠 Context Engineering

Ask me about the 11-layer architecture, memory systems, or how context engineering transforms AI interactions.

💡 Intelligent Responses

I provide contextually relevant responses by understanding your intent, maintaining conversation history, and leveraging domain expertise.

🔄 Memory Systems

I maintain short-term conversation context, medium-term session memory, and long-term semantic understanding across interactions.

Start by asking me a question or uploading a file to begin our context-aware conversation.

Press Enter to send, Shift+Enter for new line

Multi-Modal Upload

Files are processed through the multi-modal pipeline:

  • Format detection & metadata extraction
  • Content analysis & embedding generation
  • Context integration & semantic indexing

Context Layers

11-Layer Context Window Architecture status

{
  "persona": "Context-aware AI assistant",
  "capabilities": [
    "Multi-modal processing",
    "Context engineering",
    "Memory management"
  ],
  "boundaries": [
    "Privacy protection",
    "Factual accuracy",
    "Helpful responses"
  ]
}
{
  "session": "Anonymous user",
  "preferences": "Standard context processing",
  "interaction_count": 0
}
{
  "short_term": "Current conversation (0 messages)",
  "medium_term": "Session memory (empty)",
  "long_term": "Semantic memory (empty)"
}
Layers 7-11: Examples, Context, Constraints, Output Format, User Query
Context StatusProcessing Ready

3 of 6 core layers active