Multilingual

First-class multilingual coverage

6 языков с distinct coverage profiles. Hebrew RTL, Russian Cyrillic, English — production-GA across все 9 verticals; German / French beta; Arabic Q4 2026 roadmap. Дифференциатор vs auto-translate-only platforms — SLAtech ships first-class native rendering, tokenization и NER per language.

Per-language coverage profile

en

Английский

Production GA across все 9 verticals

Coverage: First-class. Все UI strings, FAQ content, system prompts, error messages, email templates.

Default fallback язык. Используется как anchor для multilingual sitemap (hreflang x-default).

he

Иврит

Production GA across все 9 verticals

Coverage: First-class. RTL UI rendering, Hebrew-tuned tokenization, font choice (Heebo / Assistant), date / number / currency formatting per Israeli locale.

Polished RTL — admin platform, widget UI и client-facing emails — все рендерят RTL correctly. Дифференциатор: Intercom / Drift / Chatbase / Tidio Lyro поставляют LTR-only UIs с Hebrew text inserted.

ru

Русский

Production GA across все 9 verticals

Coverage: First-class. Cyrillic-aware tokenization, Cyrillic-aware NER, full Russian UI strings across admin и widget.

Russian-speaking Israeli demographics (~1.5M speakers) и EU Russian-speaking диаспора — significant SLAtech аудитория. Coverage exceeds platforms, targeting US-only markets.

ar

Арабский

Roadmap (Q4 2026)

Coverage: RTL UI rendering, Arabic-tuned tokenization, locale formatting per UAE / Saudi standards. Roadmap delivery target Q4 2026.

GCC market entry. Будет ship с both Modern Standard Arabic (MSA) и Levantine dialect support для customer-facing conversations.

de

Немецкий

Beta (Q3 2026 GA target)

Coverage: Beta — translatable через multilingual pipeline; admin UI partially translated; widget client-facing translation production-ready.

DACH market entry. Awaiting full German legal-language review (GDPR-, MiFID II-adjacent compliance terminology).

fr

Французский

Beta (Q3 2026 GA target)

Coverage: Beta — same status как German.

FR market entry. CNIL-conformant data-handling language pending review.

Implementation detail

Pipeline определения языка

Каждое incoming visitor сообщение routes через 3-stage detection: (1) explicit lang query param (если widget initialised с lang), (2) accept-language HTTP header (browser default), (3) statistical detection из message content (cld3 + custom Hebrew / Cyrillic / Arabic detectors). Detected язык pins LLM call's system prompt и retrieval-pipeline filter.

Multilingual retrieval

Tenant knowledge content indexed per language. Query на иврите → retrieves Hebrew chunks first (с fallback к English если scores below threshold). Предотвращает "answer in English when the question was in Hebrew" failure mode, plaguing auto-translate-based platforms.

Hebrew RTL specifics

Bidirectional Algorithm-correct rendering: numbers в Hebrew тексте use weak directionality, currency symbols use strong directionality, mixed Hebrew/English use explicit segmenting. Widget UI tested на 6 desktop browsers + 4 mobile browsers. Email templates use direction: rtl; explicitly. Admin platform respects user-language-preference saved per-account.

Cyrillic / Russian specifics

Cyrillic-aware tokenization preserves Russian морфологию лучше чем naive whitespace-tokenization. Custom NER tuned к recognise Russian-named entities (компании, продукты, locations). Date / number / currency formatting следует Russian conventions (DD.MM.YYYY, space-separated thousands).

Cross-language tenant scenario

Single tenant может иметь visitors, arriving в разных языках. Бот detects visitor's язык и serves matched-language conversation. Admin Inbox surfaces language tag per conversation для analytics и agent assignment.

Auto-translate fallback

Когда tenant content missing в visitor's detected языке, SLAtech может optionally serve auto-translated content с disclosure ("This response was auto-translated from English"). Tenant admin controls если auto-translate enabled. Off by default для compliance-sensitive verticals (Med, Legal).

Нужна Hebrew или Russian first-class support?

SLAtech — единственная first-class Hebrew-RTL и Russian production-grade chatbot platform. Попробуйте trial.