mozilla / sumo

Project management board for SUMO and Community properties.
Mozilla Public License 2.0
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[L10n Project] Document and research RAG-based LLM approach to machine translation #1982

Closed escattone closed 2 weeks ago

escattone commented 2 months ago

We've been exploring the use of Smartling's service as a key part of introducing machine translation into the localization of SuMO's KB articles, but the lack of a straightforward and programmatic way to update Smartling's translation memory with the feedback/adjustments of our localization leaders and contributors is a deal-breaker. Respecting the style and contributions of our localization leaders/contributors must be a core part of the approach we take to introducing machine translation into SuMO's KB articles. Accordingly, we're exploring a different approach.

For this issue, the task is to document a new RAG-based LLM approach to machine translation, as well as do some research to add as much detail as possible to the documentation.