[Feature Request]: Implement facebook ai REFRAG

[mcr-ksh]

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Feature Request Description

REFRAG paper

This in a graph context would be amazing. Nodes only keep the references to the actual RAG context.
Sample implementation: REFRAG sample implementation

Additional Context

No response