[Doc] Refine the README for web_retrievers

[joshuayao]

Priority

Undecided

OS type

Ubuntu

Hardware type

Xeon-GNR

Running nodes

Single Node

Description

Please read the guidelines in #1398.

[CICD-at-OPEA]

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