Language-Tools.md

-[OpenAudioSearch (OAS)](https://git.fairkom.net/emb/displ.eu/language-tools/-/wikis/OpenAudioSearch)
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+[OpenAudioSearch (OAS)](https://git.fairkom.net/emb/displ.eu/language-tools/-/wikis/OpenAudioSearch)
+
+# Batch Machine Translation
+
+The initial Batch translation will be done via openAI gpt-4o-mini.
+We will first fetch the data from repco, create batch jobs (jsonl files), and INSERT/UPDATE the jsonb columns (ContentItems.content, etc.) based on the output of the batch job. We will also mark the entry as "AI generated" content.
+
+![image](uploads/d777a5ffdef2ad50563bfedab1a61e0a/image.png)
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