Tag: RAG
- Dmitry Rodionov
AI agent or admin panel?
Not every screen should disappear. When does a conversation help accomplish a task and when does a table, form, or change preview provide better control?
- Dmitry Rodionov
Product data ready for reuse
Consistent product descriptions, parameters, and URLs make it easier to use them in search and integrations. How to ensure solid technical foundations.
- Dmitry Rodionov
SEO and AI search: structured content above all
A clear site structure, accessible content, and consistent metadata help systems interpret information. However, they do not guarantee citation or ranking.
- Dmitry Rodionov
A website for people and API for systems
The user interface and integration require different access points. How to combine content publishing with controlled data sharing.
- Dmitry Rodionov
Integration security: endpoints, permissions, and monitoring
Extending the site with integrations expands the area that requires protection. How to prioritize and limit the consequences of incorrect or unauthorized requests.
- Dmitry Rodionov
Own AI model or external service?
Data control, maintenance costs, and infrastructure requirements influence the choice of solution. Questions to ask before making a decision.
- Dmitry Rodionov
FAQ and content base as a foundation for search
Customer questions help organize content. How to create useful answers and update them without multiplying similar subpages.