
The AI workspace where teams and agents get work done together
Nuclia records 0 monthly visits with 0% month-over-month growth and Free Trial pricing. Ragie records 7,557 monthly visits with -26.8% growth and Freemium, Free Trial, Free pricing.

One governed knowledge layer for every enterprise AI experience
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | nuclia.com | ragie.ai |
| Pricing Model | Free Trial | Freemium, Free Trial, Free |
| Monthly Visits | 0 (0) | 7.56K (7,557) |
| MoM Traffic Delta | 0 (0%) | -2.77K (-26.8%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (47.5%) |
| Direct Visits / mo | 0 | 2.99K |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |

One governed knowledge layer for every enterprise AI experience
Ingest 30+ file formats including documents, spreadsheets, audio and video into one indexed, continuously updated foundation.
Tune hybrid search, chunking and metadata filtering per use case without touching the underlying infrastructure.
Choose from 40+ supported LLMs and swap models as needs change without re-indexing or re-engineering.
Source-cited answers with built-in REMi evaluation metrics and audit logging so output is defensible.

The managed context engine for agents, assistants and apps
Ragie builds and combines vector, keyword and summary indexes so retrieval surfaces accurate context rather than leaning on embeddings alone.
Sync content automatically from Google Drive, Notion, Confluence, Slack and many other sources, or embed connectors so your own customers connect their data.
Text, PDFs, images, audio and video all flow through one unified pipeline, producing clean context packs regardless of the source format.
Extract structured elements including tables, forms, charts and key-value pairs from documents, with precise bounding boxes for full traceability.

The AI workspace where teams and agents get work done together

Enterprise AI grounded in your company's own knowledge

Web search API and crawler built for AI agents
AI search and retrieval platform for modern apps and commerce

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
The managed vector database and knowledge engine for production AI

Search foundation built from embeddings, rerankers, and reader APIs

Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Free / Open-sourceOpen-source, high-performance vector search at any scale

Enterprise AI coworker and no-code agent platform with zero-hallucination document grounding
Enterprise AI coworker and no-code agent platform with zero-hallucination document grounding

A multimodal data warehouse that turns video, audio and documents into queryable rows

Free / Open-sourceOpen-source RAG platform for reliable AI chat and search
Free / Open-sourceOpen-source RAG platform for reliable AI chat and search