Can we use context_builder only as a reteiver?

[octadion]

How can I use the context_builder from my existing code as a retriever in Langchain, particularly if I want to integrate it into a Langchain retrieval workflow?

context_builder = GlobalCommunityContext(
        community_reports=reports,
        entities=entities,
        token_encoder=token_encoder,
    )