INSARAG Emergency Language First Aid
Emergency Language Service · INSARAG

INSARAG Emergency Language First Aid

Three corpora + AI live Q&A and ten-language translation - minute-level language support for the disaster scene.

Need a term right now? Open the glossary

Indexes ready · 10 news + 309 corpus + 100 terms
10News records
309Aligned pairs
100Glossary terms
10Languages

Service flow

01

Initiate

Raise the request - ask a question on the Q&A page or paste text into machine translation.

02

Retrieve

The query is embedded and matched by cosine similarity across the news, parallel corpus and glossary; the hits become the authoritative context, and matched glossary terms act as hard constraints.

03

Generate

DeepSeek streams the answer or the translation as it is produced.

04

Trace

Every result arrives with source cards: citation markers plus links back to the original text.

Service commitment

Retrieval in seconds

Vector retrieval across all three corpora; a glossary hit constrains the output right away.

Streaming replies

Q&A and translation stream token by token, so the answer starts before the request ends.

Traceable sources

Every answer and translation lists the glossary, corpus and news items behind it.

Ten languages

Chinese, English and eight ASEAN languages, all in one workbench.

Platform capabilities

Enter by role

Help seeker · affected public / rescue team

Describe the need in plain language and get an answer grounded in authoritative corpora, with its sources attached.

Training & teaching

Prepare lessons and exercises against the aligned EN/ZH corpus and past news cases.