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Aventora Domain Assistant
Intelligent Conversational AI with Smart RAG Technology
Cross-platform Flutter application providing domain-specific chatbot capabilities with advanced voice and text interaction, featuring 90%+ retrieval accuracy through Smart RAG technology.
Key Business Value
- 90% reduction in response time for customer inquiries
- 60-80% decrease in support costs through automation
- 10x efficiency gains handling unlimited concurrent conversations
- 24/7 customer support without additional staffing
- Domain-specific intelligence that reflects your brand voice and expertise
- 90%+ retrieval accuracy vs. 70% with traditional RAG
Smart RAG Technology
Conversational Query Understanding
Advanced AI analyzes user queries before retrieval to understand intent and extract structured information.
- Intent extraction and slot filling
- Context-aware query analysis
- Domain-specific intent recognition
Multi-Query Retrieval
Uses original query, AI-rewritten query, and HyDE (Hypothetical Document Embeddings) to find 90%+ of relevant documents.
- Original query search
- AI-rewritten query for better context
- HyDE hypothetical document generation
Intelligent Clarification
Automatically asks clarifying questions when queries are ambiguous, preventing incorrect responses.
- Policy layer for ambiguous queries
- Context-aware clarification questions
- Prevents hallucination through grounding
Grounded Answers with Citations
All answers are based ONLY on retrieved knowledge base content, with numeric citations showing sources.
- Prevents hallucinations
- Source citations [1], [2], [3]
- Optional fact-checking critic
Additional Features
Multi-Modal Communication
- Voice interaction with real-time speech processing
- Text chat with natural language understanding
- Seamless switching between voice and text
- Cross-platform support (iOS, Android, Web, macOS, Windows)
Multi-Language Support
- 6 languages: English, Spanish, French, German, Arabic, Farsi
- Native language models for each language
- Cultural context understanding
- Real-time language detection
Session Management
- Multi-turn conversation support
- Session state management
- Conversation history tracking
- Context preservation across turns
Knowledge Base Management
- Text, PDF, Word document upload
- URL-based content via web crawling
- FAISS index management
- Domain-specific knowledge customization
Ready to Experience Smart RAG?
See how Domain Assistant can transform your customer support