Features
Over 275 custom-made figures
Practical code labs in Python using Hugging Face, PyTorch
Covers tokenization, embeddings, and model architectures
Step-by-step guide to semantic search with sentence-transformers
Implementation of retrieval-augmented generation (RAG)
Fine-tuning LLMs for custom tasks
Building chatbots and conversational AI
Deployment strategies for LLMs
Comparison of generative vs. representational models
References to key research papers and historical context
Interactive Jupyter notebooks available on GitHub
Visual timeline of LLM development
Companion website with supplementary resources
AI essay generation with real citations from scholarly databases
Built-in AI detector and AI detection remover
AI PDF summarizer for uploaded sources
AI Autocomplete text streaming
Outline generator and essay structure templates
Essay review and grading with AI feedback
File upload for instructions, rubrics, and reading materials
Academic tone trained on high-quality essay database
In-text citations in MLA, APA, and Chicago styles
Multi-language support (English, Spanish, Portuguese, etc.)
20,000-word output limit per document
Chrome browser extension side panel
Microsoft Edge browser extension
Custom source selection for generation
GPT-4o Mini model for improved generation
