Learn by experimenting
Interactive Labs
Use focused mini-apps to explore AI concepts through direct interaction and immediate feedback.
Available Labs
Each lab should connect to a related guide and engineering decision.
Cost
LLM Cost Calculator
Estimate token usage and request cost.
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Context
Context Window Visualizer
See how prompts, retrieved context and outputs use tokens.
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Retrieval
Text Chunking Playground
Compare chunk size, overlap and retrieval behavior.
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Embeddings
Similarity Explorer
Compare semantic similarity across sentences.
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Evaluation
Confusion Matrix Explorer
Understand precision, recall and F1 trade-offs.
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Agents
Workflow Visualizer
Map tools, decisions, state and human approval.
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