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LLM: period summaries (RAG over aggregates) #26

Description

@densertensor

Digest of a period from aggregates/exemplars (dynamics, spikes, top topics/sources, sentiment shift); every claim grounded in passed figures/quotes.

Done when: a grounded weekly digest is produced.

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