Start with retrieval quality
A reliable company knowledge base needs clean documents, access controls, citations and an evaluation set before a chat interface.
Production checklist
- Separate public and confidential sources.
- Log retrieval failures and unanswered questions.
- Test Thai and English queries separately.
- Review permissions before connecting business systems.