Skip to content

Add Wiki knowledge evaluation - #14

Merged
dkstm95 merged 1 commit into
mainfrom
codex/wiki-knowledge-eval
Jul 27, 2026
Merged

Add Wiki knowledge evaluation#14
dkstm95 merged 1 commit into
mainfrom
codex/wiki-knowledge-eval

Conversation

@dkstm95

@dkstm95 dkstm95 commented Jul 27, 2026

Copy link
Copy Markdown
Owner

Purpose

Add a deterministic, reviewed evaluation gate for LLM Wiki knowledge
retrieval so search behavior can be changed without silently regressing
real questions or unrelated-query abstention.

Changes

  • add 17 checked-in retrieval and abstention cases with page and source
    expectations
  • report case pass rate, page recall and precision, source recall, and
    abstention accuracy
  • run the evaluation from the CLI and as part of pnpm check
  • fix false positives from Korean suffixes attached to Latin terms and
    isolated matches in multi-term queries
  • document the retrieval contract, evaluation workflow, and known limits

Impact

Knowledge retrieval remains local, deterministic, provider-neutral, and
API-free. Embeddings and graph retrieval stay deferred until observed
misses justify the additional complexity.

Validation

  • pnpm check
  • 264 tests passed
  • 17/17 knowledge retrieval evaluation cases passed
  • documentation check passed

Gate retrieval with reviewed real-question cases and source metrics.
Fix mixed Korean suffix handling and multi-term query noise.

Validation: pnpm check
@dkstm95
dkstm95 merged commit d0fe963 into main Jul 27, 2026
1 check passed
@dkstm95
dkstm95 deleted the codex/wiki-knowledge-eval branch July 27, 2026 11:57
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant