The Technology Behind Intelligent Applications
Advanced RAG infrastructure that competitors like Chatbase, CustomGPT, and Dify simply don't have. Built for enterprises that demand accuracy.
Advanced Retrieval
Hybrid Search
+40% accuracyCombine semantic AI with keyword precision for 40% better retrieval accuracy.
Neural Reranking
+25% precisionCross-encoder models reorder results by relevance, boosting top results by 25%.
Metadata Filtering
Custom filtersFilter results by date, category, author, or any custom field for precise retrieval.
Embedding Models
10+ modelsChoose from OpenAI, Cohere, or open-source models. Bring your own for full control.
Intelligence
User Experience
Enterprise
Enterprise Security
SOC2 ReadySOC2-ready security with SSO, 2FA, PII redaction, and audit logging.
Integrations
20+ PlatformsConnect with Slack, Discord, Teams, Notion, Google Drive, and more.
Analytics Dashboard
Real-timeReal-time insights into queries, user behavior, and bot performance.
A/B Testing
Data-drivenCompare bot configurations scientifically to optimize performance.
Audit Logs
Full ComplianceComplete audit trail for compliance and security monitoring.
Advanced Features
Voice Features
Audio-readyTranscribe audio to text and synthesize natural speech. Voice-enabled RAG experiences.
Streaming Responses
Real-timeReal-time streaming responses using Server-Sent Events. Instant, smooth AI interactions.
Auto-Retrain
Always FreshAutomatic retraining when documents change to keep answers fresh.
White Label
Your BrandFully brandable chatbot widget with your logo, colors, and domain.
RAG Engine vs The Competition
See why enterprises choose RAG Engine for mission-critical AI applications.
| Feature | RAG Engine | Chatbase | CustomGPT | Dify |
|---|---|---|---|---|
| Hybrid Search (BM25 + Semantic) | ||||
| Neural Reranking | ||||
| Metadata Filtering | ||||
| Multiple Embedding Models | ||||
| Knowledge Graph | ||||
| Agentic RAG (Multi-step) | ||||
| PII Redaction | ||||
| SSO / 2FA | Enterprise | |||
| Self-Hosted Option | ||||
| Slack/Discord Deploy |
Based on publicly available feature lists as of 2024