Kevin Hu

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RAGFlow did not rely on vector search alone. So, I do not think it can be expanded.

[FYI](https://ragflow.io/docs/dev/http_api_reference). Hybrid search of keywords and vector.

[FYI](https://ragflow.io/docs/dev/http_api_reference#retrieve-chunks)

Both Mysql and Postgres are supported. Please check `conf/service_conf.ymal` and `docker/.env`.

GPU has nothing to do with RAGFlow. You could deploy embedding inference service on GPU which accelerates indexing and searching procedure.

It might be caused by embedding model invocation. Please ensure the healthiness of embedding services.