<0j.dZddlmZddlmZmZdd Zd S)z6User-facing summaries for manual compression commands.) annotations)AnySequencebefore_messagesSequence[dict[str, Any]]after_messages before_tokensint after_tokensreturndict[str, Any]ct|}t|}t|t|k}|r d|d}||krd|dd}n d|dd|dd}nd|d |d}d|dd|dd}d } |s||kr||krd } |||| d S) z>Return consistent user-facing feedback for manual compression.zNo changes from compression: z messageszApprox request size: ~,z tokens (unchanged)u → ~z tokensz Compressed: u → NzrNote: fewer messages can still raise this estimate when compression rewrites the transcript into denser summaries.)noopheadline token_linenote)lenlist) rrr r before_count after_countrrrrs G/home/rurouni/.hermes/hermes-agent/agent/manual_compression_feedback.pysummarize_manual_compressionrs7''Ln%%K   4#8#8 8D  J<JJJ = ( (MMMMM J ,?,, +,,, J L,KK[KKK (] ; ( ( ' ( ( (  D  K,..<-3O3O I     N) rrrrr r r r r r )__doc__ __future__rtypingrrrrrrsS<<"""""" ))))))r