docs(evaluation): Ground truth (concept)#723
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…e-agi/docs into docs/eval-ground-truth
… to Guides Add the two-jobs mental model (answer key + few-shot calibration), switch to evaluator-model terminology, point the reference-based eval mentions at the Built-in evals reference, state the upload formats, and convert the footer to Keep exploring cards. Rename the Evaluation nav section from How to guides to Guides, matching Observe. Signed-off-by: khushalsonawat <khushalsonawat@gmail.com>
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Summary
New Evaluation concept page: Ground truth — reference values that reference-based evals compare model outputs against.
Covers when to use ground truth, which templates consume it, how the data is structured, variable/role mapping, and few-shot grounding via embeddings.
Grounding (verified against the product repo)
model_hub/models/evals_metric.py,model_hub/services/ground_truth_service.pyground_truth_match,answer_similarity,fuzzy_match,recall_at_k,mean_average_precision—model_hub/system_evals/Checks
astro devdocs/evaluation-revamp; title matches the sidebar labelTH-6675