Files
hermes-agent/agent/manual_compression_feedback.py

50 lines
1.6 KiB
Python

"""User-facing summaries for manual compression commands."""
from __future__ import annotations
from typing import Any, Sequence
def summarize_manual_compression(
before_messages: Sequence[dict[str, Any]],
after_messages: Sequence[dict[str, Any]],
before_tokens: int,
after_tokens: int,
) -> dict[str, Any]:
"""Return consistent user-facing feedback for manual compression."""
before_count = len(before_messages)
after_count = len(after_messages)
noop = list(after_messages) == list(before_messages)
if noop:
headline = f"No changes from compression: {before_count} messages"
if after_tokens == before_tokens:
token_line = (
f"Rough transcript estimate: ~{before_tokens:,} tokens (unchanged)"
)
else:
token_line = (
f"Rough transcript estimate: ~{before_tokens:,}"
f"~{after_tokens:,} tokens"
)
else:
headline = f"Compressed: {before_count}{after_count} messages"
token_line = (
f"Rough transcript estimate: ~{before_tokens:,}"
f"~{after_tokens:,} tokens"
)
note = None
if not noop and after_count < before_count and after_tokens > before_tokens:
note = (
"Note: fewer messages can still raise this rough transcript estimate "
"when compression rewrites the transcript into denser summaries."
)
return {
"noop": noop,
"headline": headline,
"token_line": token_line,
"note": note,
}