AI assistant for technical support that finds the right answer in the knowledge base and drafts a ready-to-send reply on behalf of the operator
Service features
- Fine-tuned classifier for request topic detection
- Search for the closest answers in the knowledge base
- Answer generation with a large language model
- Request analytics collection
- Average response time – 5 seconds
- Processing over 20,000 requests per day
- Answer classification accuracy ~85%, response accuracy ~70%
What I did on the project
- Built frontend for request analytics
- Created backend for statistics collection and processing