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
Official LLM leaderboard and ranking
Battle Mode for side-by-side model comparison
Agent Mode for real-world agent evaluation
Multimodal Max for multimodal model testing
Code Arena with web development challenge categories
BullshitBench for nonsense detection evaluation
File upload for third-party AI processing
Public conversation sharing for community research
Leaderboard dataset publicly available
Monthly arena updates across product and research
Search functionality for models and conversations
Community voting on model responses
