Beginners course module 5#2498
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Module 1-3 pages don't exist yet, so the syllabus links to them were 404ing the lychee internal link checker.
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kanungle
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Jul 11, 2026
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Multimodal is good, but multilingual introduces challenges for evaluating search results. We can't expect learners to know multiple spoken languages.
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| - 📰 **Daily Signals**: News, earnings calls, satellite images, factory footage, ingested every 24 hours. | ||
| - 🔍 **Clustering**: Group signals by supplier, topic, and risk theme using vector proximity. | ||
| - 🌏 **Cross-Language Queries**: Ask in English, retrieve what Japanese and Chinese sources are saying. |
| | Financial filings | text | fin-e5 or MiniLM | supplier_id, filing_type, fiscal_year, currency | | ||
| | Social / forums | text | multilingual-e5-large + BM25 | supplier_id, platform, language, date, severity | | ||
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| ### Multilingual Text: Why multilingual-e5-large |
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Multilingual can be hard, and would be difficult for users to verify
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