Part 7/12:

To address this, a hybrid approach combining neural machine translation with LLMs was employed, leveraging the strengths of both. Context-aware translation improves overall quality, but challenges remain in translating idioms, cultural nuances, and proper nouns accurately.

Building a Contextually Rich and Perceptive AI Ecosystem

The speaker discusses their company's approach—creating an ecosystem called D Nagri—which employs cognitive AI to manage translations seamlessly across various formats, including video, text, and audio. This ecosystem incorporates:

• Real-time translation of websites and applications,

• Document translation—supporting legal, government, and business documents,

• Multilingual voice bots capable of conversing in 22 Indian languages,