Clusters of failed turns. Apply quick fixes to grow the masters — the bot improves on its own.
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How clusters form
Failed turns are semantically clustered (TF-IDF in MVP, HDBSCAN later). Each cluster shows a sample query, count, and LLM-suggested fixes. Apply a fix → master is updated → cluster dismissed.
Open clusters
5
Failed turns today
93
Dismissed
0
Resolved this week
28
A
Clusters
Sorted by impact (cluster size × recency). Apply fixes to grow the masters.
"how do I prepay my home loan EMI early"
no_evidence42 occurrencesenhi
Suggested quick fixes (LLM-generated):
"मुझे ब्रांच का पता बताएं"
off_topic_classifier18 occurrenceshi
Suggested quick fixes (LLM-generated):
"can I get a top-up loan on my existing home loan"