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If you see this error pop up, that means that you initially ran this sample before we introduced vector search and you created a Cognitive search index that didn't have an 'embedding' field. This sample now presumes an index that has an 'embedding' field, so it errors when it sees a search index without one.
Two possible fixes:
Delete your index entirely and re-run prepdocs.py
Change the retrieval mode from Hybrid to Text in Chat.tsx, if you don't wish to use vectors: