Instant Consumer Technology Team
Instant Consumer Technology Team
Feb 6, 2026 · Artificial Intelligence

How AI‑Powered Agentic Labeling Transforms Customer Conversation Tagging

This article details an end‑to‑end AI system that replaces manual, error‑prone tagging of customer dialogues with a large‑language‑model‑driven, vector‑based pipeline that automatically discovers, clusters, and iteratively refines business‑level tags, dramatically cutting cycle time and improving coverage.

Agentic AIHDBSCANLLM
0 likes · 33 min read
How AI‑Powered Agentic Labeling Transforms Customer Conversation Tagging
Bilibili Tech
Bilibili Tech
Nov 28, 2025 · Artificial Intelligence

How We Built an LLM‑Powered AI Hub to Read and Analyze Community Chats

This article details the design and deployment of a multi‑layer LLM system that automatically reads massive creator group chats, extracts structured insights, mitigates hallucinations with dual‑model verification, uses few‑shot prompting for stable output, and delivers real‑time risk alerts and operational reports.

AI OperationsFew‑Shot LearningLLM
0 likes · 14 min read
How We Built an LLM‑Powered AI Hub to Read and Analyze Community Chats