Khottba v2
A platform that links generated content to trusted sources
Context
It is not enough for AI-generated content to sound correct, especially in sensitive topics; every claim needs a clear source. Version one proved the idea, and version two rebuilds it in a clearer, easier-to-maintain way.
Problem
AI-generated content in sensitive domains needs a guarantee that every statement traces back to a trusted source.
Solution
A platform that links every passage to its source, supports multiple AI providers, exports content to Word, and uses tests to protect its main functions.
Highlights
- ✦The source of every passage is stored in the system
- ✦Version one functions protected during the rebuild
- ✦System parts separated to make testing and development easier
Implementation
- 1
Protect the previous version's functions
Tests recorded how version one worked before rebuilding, so no important function would be lost.
- 2
Split the system into clear parts
Business rules, the database, AI services, and export are separated so each part can be tested and improved on its own.
- 3
Link content to its source
The relationship between each passage and its trusted source is stored in the data instead of adding references manually later.
- 4
Prepare content for real use
Content can be exported to Word, and version one data can be moved safely through a documented process.