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$ ls labs/

Interactive AI Labs

Small, transparent experiments that explain practical AI engineering patterns without hiding limitations or sending your data to external services.

{

"name": "Sokha",

"service": "AI assistant",

"urgency": "high"

}

ExperimentNo API cost

Structured Output Playground

Turn an unstructured project inquiry into predictable JSON, then inspect schema validation and missing fields.

Open playground
chunk_0192%
chunk_0276%
chunk_0348%
ExperimentNo API cost

RAG Retrieval Visualizer

Search a bilingual document set and inspect ranked chunks, matched terms, and the context selected for generation.

Open playground

candidate_A

100%

4/4 passed

candidate_B

20%

1/4 passed

ExperimentNo API cost

LLM Evaluation Playground

Compare two candidate responses with deterministic tests and reveal quality regressions before deployment.

Open playground