---
title: RAGi Reviews
meta_title: 'RAGi Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter reviews by the users' company size, role or industry to find
  out how RAGi works for a business like yours.
date_modified: '2026-07-04'
parent_category:
  name: Generative AI
  url: https://www.g2.com/categories/generative-ai
---

# RAGi Reviews
**Vendor:** LargitData  
**Category:** [ AI Search & Retrieval Infrastructure Platforms Software](https://www.g2.com/categories/ai-search-retrieval-infrastructure-platforms)
## About RAGi
RAGi is an enterprise retrieval-augmented generation (RAG) engine that turns internal documents into a governed, searchable knowledge base with cited answers. It supports hybrid search, multimodal input, and role-based access control. RAGi deploys in the cloud or fully on-premise on NVIDIA DGX Spark or Apple Mac Studio hardware — meeting the strict data-sovereignty and air-gap requirements of defense, national-security, government, and critical-infrastructure organizations that cannot send data to external APIs. Built by LargitData, an NVIDIA Taipei-1 supercomputer ecosystem partner.






- [View RAGi pricing details and edition comparison](https://www.g2.com/products/ragi/reviews?section=pricing&secure%5Bexpires_at%5D=2026-07-05+01%3A57%3A13+-0500&secure%5Bsession_id%5D=ff6a398a-1508-4039-b476-d8806d153fe8&secure%5Btoken%5D=bd0c193744c603276fee58a340112ad70d731b7a8d13f772901f9cc4061f5522&format=llm_user)

## RAGi Features
**Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms**
- Advanced relevance tuning
- Query understanding & expansion
- Multistage retrieval & re-ranking
- Context-aware & personalized search

**Embedding & model management - AI Search & Retrieval Infrastructure Platforms**
- Embedding versioning & lifecycle management
- Multimodal search support
- Pluggable embedding & LLM providers

**LLM retrieval & RAG optimization - AI Search & Retrieval Infrastructure Platforms**
- Retrieval pipeline orchestration
- LLM-aware retrieval optimization
- Hybrid retrieval strategy optimization

**Data Enrichment & Index Intelligence - AI Search & Retrieval Infrastructure Platforms**
- Incremental & streaming index updates
- Built-in data enrichment

**Security & governance - AI Search & Retrieval Infrastructure Platforms**
- Fine-grained access controls
- Data residency & retention policies
- Audit logs & retrieval traceability

**Operations, observability & reliability - AI Search & Retrieval Infrastructure Platforms**
- Search analytics & relevance debugging
- High availability & disaster recovery