AI Chat Platform with N8N Automation
Personal AI ProjectA sophisticated AI-powered chat platform that integrates Open WebUI with N8N workflow automation to create an intelligent conversational system. The platform features custom pipeline functions, webhook integrations, and automated knowledge base management with real-time learning capabilities.
Key Features & Implementation
- Open WebUI Integration: Set up and configured Open WebUI on localhost for seamless chat interface and user interaction management
- Custom Pipeline Functions: Developed custom pipe functions that intercept chat messages and trigger webhook calls to N8N workflows
- N8N Workflow Automation: Created sophisticated N8N workflows that receive webhook messages and orchestrate communication with OpenAI Assistant API
- Intelligent Knowledge Base: Implemented vectorized database system for knowledge storage and retrieval with semantic search capabilities
- Automated Learning System: Built notification system that emails unresolved queries for knowledge base expansion and continuous improvement
- Prompt Engineering: Designed prompt refinement logic within N8N to optimize AI responses and maintain conversation context
- Load Balancing: Configured Nginx for proper request routing and system performance optimization
AI & Automation
Infrastructure & DevOps
Data & Knowledge Management
Development & Integration
Screener - Canadian Insurance
Financial Data PlatformAn advanced financial data platform focused on KPQI creation and internal metadata management for displaying comprehensive financial data in the Canadian insurance market.
Key Contributions
- KPQI Automation: Created a comprehensive utility to automate the KPQI creation workflow, replacing time-consuming manual processes with streamlined automation
- Process Innovation: Delivered major productivity improvements through workflow automation, becoming a key contributor to project efficiency