The Intelligence Layer for Your Entire Organization
RAG Engine is the AI infrastructure platform that turns your documents, databases, and APIs into intelligent applications. From chatbots to automated reports to workflow automation — powered by hybrid search, neural reranking, and agentic reasoning.
See RAG Engine in Action
Watch how teams connect their data and build intelligent applications in minutes
Enterprise-Grade RAG Infrastructure
The retrieval and reasoning engine that powers your AI applications — not just chatbots
Hybrid Search
BM25 + vector search fusion delivers +40% better accuracy than vector-only. Find exact keywords and semantic matches simultaneously.
Neural Reranking
Cross-encoder models reorder results by true relevance. Get the right answer on the first try, every time.
Agentic RAG
AI agents plan, execute, and refine multi-step queries automatically. Handle complex questions that simple retrieval can't answer.
Knowledge Graph
Understand entity relationships for multi-hop reasoning across your entire knowledge base. Connect the dots between documents.
More Than a Chatbot Builder
RAG Engine provides the full AI infrastructure stack — not just a chat widget
| Capability | RAG Engine | Pinecone | Vectara | Dify |
|---|---|---|---|---|
| Hybrid Search (BM25 + Vector) | Partial | Partial | ||
| Neural Reranking | ||||
| Agentic RAG | Partial | |||
| Knowledge Graph | ||||
| PII Redaction | ||||
| SSO / 2FA | Partial | Partial | Partial | |
| 100+ Languages | Partial | Partial | ||
| Self-Hosted Option |
One Platform, Unlimited Applications
Chatbots are just the beginning. Teams use RAG Engine to power search, automate workflows, analyze documents, and build custom AI applications.
AI Customer Support
Deploy intelligent support agents on your website, Slack, Discord, or Teams. Multi-turn conversations with memory and source citations.
Internal Knowledge Base
Let employees find answers from HR policies, technical docs, and company procedures instantly. PII redaction keeps sensitive data safe.
Research & Analysis
Analyze papers, legal documents, and research materials with agentic multi-step reasoning. Extract insights with full citations.
Compliance & Audit
Complete audit logging, GDPR data export, PII detection, and encryption. Track every query and access for regulatory compliance.
API & Custom Apps
Full REST API for building custom AI applications. Connect Google Drive, Notion, Confluence, and databases as data sources.
Intelligent Web Crawling
Automatically crawl and index entire websites with multi-server infrastructure. Sitemaps, JS rendering, and scheduled re-crawls.
Workflow Automation
Connect to n8n, Zapier, or Make via webhooks. Trigger AI-powered workflows on queries, document uploads, and more.
From Data to Intelligence in Minutes
Three steps to build AI-powered applications on your data
Connect Your Data
Upload documents, crawl websites, or connect databases and SaaS platforms. We handle chunking, embedding, and indexing automatically.
Configure Intelligence
Choose your AI model, configure retrieval settings, enable reranking and knowledge graphs. Fine-tune for your use case.
Deploy Anywhere
Embed a chat widget, integrate via REST API, connect to Slack, or trigger workflows. Your AI, your way.
Trusted by Engineering Teams
"RAG Engine replaced our Pinecone + LangChain setup with a single platform. Hybrid search finally solved our exact-match problem with case numbers and product codes."
Sarah Chen
VP Engineering, TechCorp
"We evaluated 5 RAG platforms. Only RAG Engine had the infrastructure features we needed — reranking, knowledge graphs, PII redaction, and SSO — all in one."
Michael Torres
Head of AI, DataFlow
"We use RAG Engine for customer support, internal knowledge base, AND automated reporting. It's our AI infrastructure layer, not just a chatbot tool."
Jennifer Wu
CISO, FinanceFirst
Frequently Asked Questions
Build Your AI Infrastructure Today
Join hundreds of organizations using RAG Engine as their AI knowledge layer. From chatbots to search to automation — start building in minutes.