CCA User Insight Hub
LangChain, OpenAI, Admin Tooling
LangChain + OpenAI
CCA User Insight Hub needed production software in the LLM / Knowledge Base space — reliable, scalable, and shippable on a real timeline.
A retrieval-augmented chatbot built on LangChain and OpenAI with a custom knowledge ingestion pipeline and admin features for managing the underlying corpus. Designed to be extended toward image-extraction workflows.
Delivered with measurable impact: LangChain + OpenAI.