Context
Locale-scoped lexical search cannot find equivalent meaning expressed with different words in another language. A Thai query for วัฒนธรรม does not imply a match for an English document containing only “culture.”
That expectation requires query translation, multilingual embeddings, semantic retrieval, or another cross-lingual mechanism. It is separate from multilingual indexes, mixed-script literal recall, and source-locale fallback.
Goal
Reserve and design a capability-gated cross-lingual retrieval surface without weakening the guarantees of lexical search.
Questions
- Does translated-query lexical retrieval belong in the provider contract, an upstream query-expansion seam, or a host plug-in?
- How are translation provenance, privacy, latency, cost, and failure reported?
- How do semantic results compose with lexical matching and highlights?
- What relevance and language-pair evaluation is required before a provider declares support?
- How does the existing
capabilities.semantic flag evolve to distinguish monolingual semantic retrieval from cross-lingual retrieval?
Constraints
- Never infer this capability from a translated interface or from
nativeAnalysis.
- Never silently translate a query without a documented host policy.
- Lexical results must remain available when translation or semantic services fail.
- Result locale remains explicit on every hit.
Trigger
A real installation requires concept-level retrieval across languages and can supply representative multilingual relevance judgements.
Context
Locale-scoped lexical search cannot find equivalent meaning expressed with different words in another language. A Thai query for
วัฒนธรรมdoes not imply a match for an English document containing only “culture.”That expectation requires query translation, multilingual embeddings, semantic retrieval, or another cross-lingual mechanism. It is separate from multilingual indexes, mixed-script literal recall, and source-locale fallback.
Goal
Reserve and design a capability-gated cross-lingual retrieval surface without weakening the guarantees of lexical search.
Questions
capabilities.semanticflag evolve to distinguish monolingual semantic retrieval from cross-lingual retrieval?Constraints
nativeAnalysis.Trigger
A real installation requires concept-level retrieval across languages and can supply representative multilingual relevance judgements.