## Overview This 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 Application The 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.
