## OverviewThis template provides a comprehensive framework for AI agencies developing production-ready assistants for enterprise clients. It focuses on addressing common challenges in accuracy, cost management, and security.## Key Features### 1. Accuracy Enhancement- Utilizes advanced RAG techniques- Achieves 90-95% accuracy in real-world deployment- Includes query optimization and custom intent classification, tagging, metadata filters and much more### 2. Cost Management- Implements token caching and direct API calls- Reduces operational costs by approximately 60%- Allows for scaling without proportional cost increases### 3. Security and Compliance- Built-in GDPR compliance measures- User management system with daily limits and banning capabilities- Content protection including spam detection and off-topic filtering### 4. Scalability and Reliability- Automated logging system- Error handling with fallback mechanisms- Daily reset of user restrictions### 5. Data Integration- Automated website scraper for knowledge base population- Converts website content to Voiceflow tabular JSON KB format### 6. Customization Options- Multilingual support- Customizable webchat styling- Flexible intent classification system### 7. Implementation Resources- Voiceflow template- Python scraper script- Webchat code- Setup guide and video tutorial## Potential Benefits for AI Agencies- Reduced development time for enterprise-grade assistants- Improved ability to meet strict enterprise security and accuracy requirements- More efficient resource allocation due to cost optimization features- Flexibility to adapt to various client needs across different sectors## Real-World ApplicationThe template has been successfully deployed in a government setting - specifically for a city hall in Usti nad Labem region (Czech Republic) - https://www.kr-ustecky.cz It can handle thousands of daily interactions and aims to provide AI agencies with a robust starting point for developing assistants that can meet the demanding standards of enterprise and public sector clients.
