Livoa LogoLivoa
User Query
Query Understanding Agent
Retrieval Agent
Hybrid Search Results
Hallucination Checker
Guardrail Agent
Low Confidence?
XAI Agent
Final Answer with Citations
HITL Manager
Human Review Dashboard
Human Feedback
System Performance
Document Upload
Orchestrator Agent
Document Parser
Generate Embeddings
Extract Key Information
Vector Representations
Structured Knowledge
Memory Manager
Usage Patterns
Importance Level
Redis - Fast Access
PostgreSQL - Structured Data
Milvus - Vector Search

Presentation Proposal

by Thenuka

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