Interactive AI Engineering Playground
AI Engineering
Interactive Tools & Visualizers
Hands-on visualizers to master text chunking strategies, RAG retrieval pipelines, token economics, and vector embedding similarity. Free, 100% client-side, and designed for intuitive learning.
Instant client computation
Tunable variables & parameters
Real-time visual feedback
Zero server latency
Free
Text Chunk Visualizer
See how different text splitting strategies break documents into chunks for RAG pipelines.
Recursive SplittingVisual Overlap MarkerLive Token ApproxPresets
Client-Side InteractiveLaunch Visualizer
Free
RAG Pipeline Explorer
Interactive walkthrough of every stage in a Retrieval-Augmented Generation pipeline.
6 Architecture PhasesTunable VariablesLive Code SnippetsTrade-Off Metrics
Client-Side InteractiveLaunch Visualizer
Free
Token Counter & Visualizer
Count tokens and visualize how LLMs break text into subword pieces across different models.
GPT-4o & ClaudeSubword BreakdownReal-Time CostContext Window
Client-Side InteractiveLaunch Visualizer
Free
Embedding Similarity Playground
Explore how text embeddings capture semantic similarity with an interactive heatmap.
Cosine HeatmapPairwise InspectorDynamic VocabularySemantic Distance
Client-Side InteractiveLaunch Visualizer