AI & Cloud

Learnability AI 2.0

Enterprise Multimodal Learning Platform with RAG & Agentic Processing

GitHub Repository

Technologies & Architecture

Next.js 14Python FlaskLangChainLlamaParseRAG ArchitectureFirebase FirestoreMermaid.jsFFmpeg

Overview

Learnability AI 2.0 is an intelligent educational pipeline platform designed to parse dense multimodal textbooks, technical papers, and course lectures into modular, interactive study material, structured mind maps, and instant retrieval indexes.

Key Engineering Highlights

  • •Engineered a hybrid Retrieval-Augmented Generation (RAG) system with LlamaParse for complex document parsing, table extraction, and dense embedding indexing.
  • •Built dynamic mind map generation utilizing Mermaid.js syntax parsed directly from LLM streaming responses for visual concept hierarchies.
  • •Integrated FFmpeg media processing pipeline to transcribe audio lectures and slice key video segments into timestamped chapter summaries.
  • •Architected clean Next.js App Router frontend with real-time Firestore synchronization for collaborative notes and quizzes.

References

GitHub Repository