Real estate guide
Token compression for lead qualification
Lead qualification AI sends buyer preferences, property matches, and agent notes with every query. Compression keeps only the qualification-relevant data.
Lead data compression
from supercompress import Compressor
comp = Compressor()
def qualify_lead(buyer_profile, matched_properties):
context = f"Buyer: {buyer_profile}\nMatches: {matched_properties}"
result = comp.compress(context, "Qualify this lead")
return llm.generate(
f"Lead qualification:\n{result.compressed_text}"
)Frequently asked questions
Does compression lose buyer details?
No. Only irrelevant preferences are removed. Budget, location, and must-have features are preserved.
Can I qualify leads in real-time?
Yes. Compression adds only ~60ms, making it suitable for real-time qualification.
Try it yourself
Paste your long prompt into the playground, ask a question, and see what SuperCompress keeps and removes. Free, no signup needed.