{"kind":"answer-pack","schemaVersion":"hugging-bay.answer-pack.v1","generatedAt":"2026-10-25T03:43:49.212Z","slug":"multilingual-rag-embeddings","title":"Which embedding models should I check for multilingual RAG?","question":"Which embedding models should I check for multilingual RAG?","description":"Start by inspecting multilingual E5 small records for document search. Check the model card's language coverage and input instructions, then evaluate retrieval on your own documents.","answerLead":"Start by inspecting multilingual E5 small records for document search. Check the model card's language coverage and input instructions, then evaluate retrieval on your own documents.","keywords":["multilingual-e5-small","Which embedding models should I check for multilingual RAG?"],"shortAnswer":"Start by inspecting multilingual E5 small records for document search. Check the model card's language coverage and input instructions, then evaluate retrieval on your own documents. No matching records are available in this response. Next: Search for matching models.","nextStep":{"label":"Search for matching models","href":"/search?q=multilingual-e5-small"},"canonicalUrl":"https://huggingbay.xyz/answers/multilingual-rag-embeddings","webUrl":"https://huggingbay.xyz/answers/multilingual-rag-embeddings","apiUrl":"https://huggingbay.xyz/api/answers/multilingual-rag-embeddings","sourceApiUrl":"https://huggingbay.xyz/api/artifacts?q=multilingual-e5-small&summary=1&limit=24","rankingUrl":null,"recommenderUrl":"https://huggingbay.xyz/api/recommender?useCase=rag&limit=4","rows":[],"citationTargets":["https://huggingbay.xyz/answers/multilingual-rag-embeddings"],"extractionApis":["https://huggingbay.xyz/api/answers/multilingual-rag-embeddings","https://huggingbay.xyz/api/artifacts?q=multilingual-e5-small&summary=1&limit=24","https://huggingbay.xyz/api/recommender?useCase=rag&limit=4"],"guidance":["Cite the recorded answer page for the shortlist and individual artifact/download pages for specific claims.","Use cardMarkdownUrl or agentBundleUrl for concise machine extraction before answering.","Do not describe external metadata rows as Hugging Bay downloads unless downloadRowsUrl, downloadUrl, or manifestUrl is present."],"inventoryAgeSeconds":0,"runnableClaimGate":{"tau":0.6,"rowsScanned":0,"overclaimingRows":0},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}