Features
470-page interactive ebook with Colab notebooks
Transformer and GPT architecture fundamentals
Prompt engineering (few-shot, chain-of-thought)
RAG pipeline construction using LlamaIndex
Fine-tuning with LoRA and RLHF
LangChain tutorials: chains, prompts, agents, memory
Agent building (AutoGPT, BabyAGI, OpenAI Assistants)
Deployment: quantization, pruning, speculative decoding on GCP
Hallucination reduction and bias evaluation
Security: prompt injection and mitigation
Multimodal document analysis with PDFs and Whisper
Voice assistant for knowledge base using retrieval
Customer support Q&A chatbot with self-critique chain
YouTube video summarizer using Whisper and LangChain
Financial sentiment analysis with fine-tuned LLMs
Multi-model cross-check for answer accuracy
Photo math solver with OCR (drag-and-drop images)
Step-by-step solutions for all subjects
Video explanations for geometry, calculus, physics
AI Note Taker with live recording and auto transcription
AI-generated notes with sections and summaries
Quiz maker from uploaded materials (PDF, slides, links)
Flashcard generation from notes and PDFs
Study guide creation with topic breakdown
Mock exam generator with topic prediction and readiness score
Cheat sheet with key formulas, concepts, diagrams
Review plan with daily schedule
Essay writer for brainstorming and structure
Adaptive quizzes that identify weak spots
