Jira Ticket Intelligence using RAG Pipeline
Project Overview
Jira Ticket Intelligence using RAG Pipeline: an AI and n8n automation solution delivered by Sumit Shede. Implemented RAG (Retrieval-Augmented Generation) pipeline for Jira ticket data using n8n and Qdrant. Industries: Information Technology, IT Service Management (ITSM).
My Role & Contributions
- Implemented RAG (Retrieval-Augmented Generation) pipeline for Jira ticket data using n8n and Qdrant.
- Integrated Gemini model for intelligent document-based Q&A
- Configured Qdrant vector store for efficient similarity search and retrieval
- Automated ticket analysis and contextual response generation
- Improved knowledge retrieval accuracy for support and troubleshooting scenarios