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MaxLite AI Agent
An AI agent that automates product-catalog data processing, validation, and classification.
Vertex AILangChainLangGraphPythonAzure DevOps
Source — TODOLive demo — TODO
Problem
Extracting, validating, and classifying product catalog data against category mappings was a manual, error-prone process at scale.
Approach
Built an AI-powered agent using LangChain and Python-based pipelines to extract, transform, and enrich product data, with intelligent querying and classification logic to match lighting products against predefined category mappings.
Architecture
Product catalog data → Python extraction/transform pipeline → LangChain + Vertex AI classification → structured category mapping
Results
TODO — measurable outcomes will be added once available.