Interactive activities
Visual labs
Change assumptions, compare outcomes, and practice system decisions. Every simulation is deterministic and discloses its simplifications.
lab
Tokenization and Context Window Visualizer
Inspect deterministic token approximations and allocate a finite context budget.
labSampling and Decoding Explorer
Explore how temperature and top-p reshape a fixed token distribution.
labPrompt RAG Fine-Tuning or Tool-Use Decision Lab
Match system symptoms and constraints to an appropriate intervention strategy.
labRAG Pipeline and Retrieval Parameter Visualizer
Tune chunk size retrieval breadth hybrid weight and reranking in a deterministic pipeline.
labLLM Cost Latency and Reliability Simulator
Model request economics latency percentiles and fallback effects under disclosed assumptions.
labEvaluation Strategy Designer
Assemble a balanced evaluation plan from risks cases metrics review and release gates.