Comprehensive template for the enterprise AI assistant, built and deployed for the city hall in our local region. The template is constructed in a way, that achieves 90-95% accuracy with RAG. Here are the features:

User Management and Security (GDPR)

• Automated Logging System • GDPR confirmation for IP address logging and Airtable storage • Daily message limit functionality • User banning mechanism for excessive off-topic content
• Content Protection • Spam detection • Jailbreak attempt prevention • Off-topic content filtering

Intelligent Conversation Handling

• Smart Decision Branch • Smalltalk detection • Specialized knowledge routing (VF KB, Perplexity API) • Off-topic content detection and handling
• Custom Intent Classification • Tag-based prompt categorization • Knowledge Base query narrowing using tags
• Query Optimization • Rewriting based on conversation history and current user intent

VF Tabular JSON KB Integration

• Voiceflow Tabular JSON Knowledge Base Integration • Direct API querying onto the JSON tabular KB • Tag and metadata filtering
• Hallucinations Reduction • Specialized advanced prompt engineering practices for highest RAG accuracy and minimum hallucinations

Error Handling and Reliability

• Smart Error Management • GPT/LLM fallback for API errors • Error logging in Airtable

Direct AI/LLM API Integration and Costs optimization

• Direct API Calls • AI step execution via JavaScript and API blocks • Direct calls to Claude API / OpenAI API
• Cost Optimization • Token caching from Anthropic • Approximately 60% reduction in running costs

User Interface and Experience

• Multilingual Support • AI translation button for content
• Custom Styling • Webchat styling files (style.css + bundle.mjs)

Data Management and Compliance

• Airtable Automations • Daily reset of user restrictions • Deletion of old records for GDPR compliance

Automated Website Scraper with Tabular KB upload

• Comprehensive Scraping Script • XML sitemap to JSON tabular KB conversion • Sitemap URL and title extraction with tag categorization • Individual URL content scraping into Q/A format with tags • Automatic upload of JSON payloads to Voiceflow tabular JSON KB

Documentation

• Setup and Integration Guide • Loom video tutorial for system setup and integration

List of deliverables:

1) VF template

2) Python scraper

3) Webchat code

4) Install Guide + 90 minutes Loom Tutorial step by step

Project / Client's website the template is based on: https://www.kr-ustecky.cz

Our agency website: https://hypedigitaly.ai

Contact info:

• Email: pavelcermak@hypedigitaly.ai
• Discord: @pavel_34269