Connect Everything, Ask Anything
25+ data source integrations. Natural language queries. Instant answers from all your business data.
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.
AI Intelligence
User Experience
Enterprise & Security
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.
Data Source Integrations
Google Analytics 4
Real-time insightsQuery website traffic, user behavior, and engagement metrics through natural language.
Google Search Console
SEO analyticsAnalyze SEO performance, keyword rankings, and search visibility data.
HubSpot
CRM integrationAccess CRM contacts, deals, and marketing data for customer insights.
Salesforce
Sales dataQuery leads, opportunities, and sales pipeline data from your CRM.
Zendesk
Support dataSearch support tickets, knowledge base, and customer interactions.
Jira
Project managementQuery and create issues, track sprints, and manage projects via chat.
GitHub
Code searchSearch repositories, issues, pull requests, and code across your org.
Notion
Knowledge baseAccess wikis, databases, and documentation from your Notion workspace.
Slack
Team knowledgeSearch message history and channel data for organizational knowledge.
Snowflake
Data warehouseQuery your data warehouse with natural language for business insights.
BigQuery
Big dataAnalyze large datasets in Google BigQuery through conversational queries.
Google Drive
File searchSearch and access documents, spreadsheets, and files from Drive.
Why Teams Switch to RAG Engine
One platform vs. multiple tools
| Capability | RAG Engine | Chatbase | CustomGPT | Dify |
|---|---|---|---|---|
| Hybrid Search (Vector + BM25) | ||||
| Neural Reranking | ||||
| Metadata Filtering | ||||
| Multiple Embedding Models | ||||
| Knowledge Graph | ||||
| Agentic RAG | ||||
| PII Redaction | ||||
| SSO & 2FA | Enterprise | |||
| Self-Hosted Option | ||||
| Slack & Discord Bots |
RAG Engine combines capabilities that typically require 4-5 separate tools