GenAI Assignment Solutions - Nithin N

[0xnithin1]

This PR contains all solutions for the GenAI assignment:

• Solution 1: Video-to-Notes Architecture Proposal (3 approaches compared)
• Solution 2: Zero-Shot LinkedIn Post Generator Prompt
• Solution 3: Smart DOCX Template → Bulk Generator Proposal
• Solution 4: Character-Based 5-Min Video Series Generator Architecture (based on LoraFrame/IDLock Engine — CENI AI Hackathon Top 10 Finalist)

The Solution 4 architecture includes:

• Core IDLock Engine (character identity preservation with InsightFace + LoRA)
• Long Video Assembly Pipeline (scene-by-scene generation + last-frame chaining to produce 5-min episodes)
• Episodic memory system (RAG + Vector DB for cross-episode character continuity)