AI Knowledge Retrieval Assistant
NDAProblem: Support agents kept losing hard-won troubleshooting knowledge in a graveyard of old Zendesk tickets, and re-solving problems that had already been solved once.
What I built: A retrieval-augmented generation system on Google Cloud Vertex AI. It indexes daily Zendesk ticket exports along with Confluence and Jira content, so the team can ask a question in plain language instead of digging through search results.
Impact: Cuts down the time agents spend hunting for a fix that someone on the team already found before.
- Google Cloud Platform
- Vertex AI
- RAG
- Python
- REST API