LeenOpsDocs
Platform

Knowledge Bases

Create searchable context for chatbots, products, and agents.

Knowledge bases keep answers grounded. A well-scoped knowledge base is usually more useful than a large mixed one.

Verified implementation includes the /kb dashboard route, /api/kb route family, CXO knowledge-gap routes, and migration-backed knowledge-base tables. Product-specific retrieval behavior can differ between chatbot, voice, SEO, and external product flows.

SituationStructure
One company support botOne company support KB with public pages, FAQs, and policies.
Multiple productsOne KB per product or product line.
Vertical SaaS productsOne KB per trade, country, and language combination.
Internal opsSeparate runbooks, customer data, and engineering docs.

Metadata

Use metadata when documents vary by product, language, country, version, manufacturer, or legal domain. Voice and chatbot agents can then retrieve a narrower context.