Observability
Helicone monitoring
Helicone provides LLM API monitoring with cost tracking and quality analysis. Add SuperCompress metrics to your Helicone dashboards.
Helicone integration
import helicone
from supercompress import Compressor
comp = Compressor()
helicone.init(api_key="...")
@helicone.log
def compress_and_chat(context, query):
result = comp.compress(context, query)
# Helicone automatically logs the LLM call costs
# Add compression metrics as custom properties
helicone.set_property("original_tokens", result.original_tokens)
helicone.set_property("kept_tokens", result.kept_tokens)
return llm.chat(result.compressed_text, query)Frequently asked questions
Does Helicone show cost savings from compression?
Yes. Compare token costs before and after compression in the Helicone dashboard.
Can I set alerts for compression ratio changes?
Yes. Helicone supports alerting on custom properties.
Try it yourself
Paste your long prompt into the playground, ask a question, and see what SuperCompress keeps and removes. Free, no signup needed.