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Knowledge Management for AI Chatbots: Structure, Maintain, Improve
Technical
Read article: Knowledge Management for AI Chatbots: Structure, Maintain, Improve

Knowledge Management for AI Chatbots: Structure, Maintain, Improve

How to structure content for RAG retrieval, keep it fresh, and use analytics to find gaps. Includes chunking strategies, metadata tagging, and a weekly maintenance workflow that keeps accuracy high.

AI Product Engineering Team

14 min read
Multilingual RAG Architecture That Works in Production
Technical
Read article: Multilingual RAG Architecture That Works in Production

Multilingual RAG Architecture That Works in Production

A battle-tested architecture for multilingual RAG: translate at the edges, reason in one base language, and protect entities throughout. Includes chunking strategies for CJK scripts, embedding model benchmarks, and the metrics that matter.

AI Product Engineering Team

20 min read

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