Cortex RAG
Your Documents, Answered Instantly
Cortex RAG is an enterprise RAG platform designed for Indian government and regulated enterprises. Organizations upload documents and get AI-powered question-answering with chunk-level source citations, powered by hybrid retrieval (dense + sparse + reranking) and 16 configurable pipeline modes from simple RAG to multi-agent orchestration.
- Enterprise-grade with complete data isolation
- Hybrid retrieval: dense + sparse + cross-encoder reranking
- 16 pipeline modes from simple RAG to multi-agent
- Embeddable chat widget (19KB, Shadow DOM)
Key Features
Everything you need to transform your rag operations
Hybrid Retrieval
BGE-M3 dual-encoder producing dense and sparse vectors in a single pass, fused with Reciprocal Rank Fusion and cross-encoder reranking.
16 Pipeline Modes
From simple RAG to HyDE, Corrective RAG, Self-Reflective RAG, Multi-Hop, Graph RAG, and multi-agent orchestration.
Source Citations
Every answer comes with chunk-level citations linking back to the exact source document and page.
Document Versioning
Full version history with supersedes tracking and automatic file numbering for government document conventions.
Document Preview
In-browser PDF and DOCX preview with page-level navigation. View source documents alongside AI answers without leaving the platform.
Embeddable Widget
19KB zero-dependency chat widget with Shadow DOM isolation. Embed document Q&A into any web application.
Compliance Ready
Enterprise-grade data isolation with tenant-scoped encryption. Built for regulated industries with full compliance controls.
Powerful Components
Specialized modules designed for specific business needs
Ingestion Engine
Multi-format document processing with 11 chunking strategies
Retrieval Core
Hybrid dense + sparse retrieval with cross-encoder reranking
Pipeline Engine
16 configurable RAG pipeline modes per collection
Evaluation Suite
RAGAS-powered evaluation with faithfulness and relevancy metrics
Chat Widget
Zero-dependency embeddable chat with SSE streaming
Impact by Numbers
Measurable results that matter
Pipeline Modes
Chunking Strategies
Widget Size
Data Egress
How It Works
Enterprise-grade architecture designed for scale and reliability
Frontend
API Layer
RAG Core
AI Layer
Storage
Built With the Best
Modern, battle-tested technologies powering Cortex RAG
Ready to Transform with Cortex RAG?
Schedule a personalized demo and discover how we can help your organization.