> ls labs/
Labs
Interactive experiments. Peek under the hood of the systems powering this site.
Live Prompt Injection Tester
Type a message and watch the two-layer defense classify it in real time. See regex matches and LLM severity scores.
Embedding Similarity Explorer
Enter two text fragments and visualize their cosine similarity using Gemini Embedding 2. Compare how different phrasings map in vector space.
RAG Retrieval Debugger
Query the knowledge base and see exactly which chunks are retrieved, with similarity scores. Compare vector-only, keyword-only, and hybrid results.
Style Fingerprint Analyzer
Type or paste text and see how the style detector classifies your writing: formality, verbosity, technical depth, humor, emoji usage.
Token Budget Calculator
Explore how context window budgets are allocated: system prompt + summary + RAG chunks + history. See what gets trimmed first.
Labs are experimental. Some may break. That's the point.