
Web search API and crawler built for AI agents
Ragie records 7,557 monthly visits with -26.8% month-over-month growth and Freemium, Free Trial, Free pricing. Trieve records 1,946 monthly visits with -12.4% growth and Contact for Pricing pricing.

Search, discovery and RAG infrastructure for your product
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | ragie.ai | trieve.ai |
| Pricing Model | Freemium, Free Trial, Free | Contact for Pricing |
| Monthly Visits | 7.56K (7,557) | 1.95K (1,946) |
| MoM Traffic Delta | -2.77K (-26.8%) | -276 (-12.4%) |
| Primary Market & Share | 🇺🇸 United States (47.5%) | 🌐 Global (—) |
| Direct Visits / mo | 2.99K | 763 |
| User Rating | 4.4 | 4.7 |
| Supported Platforms | Website | Website |

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.

Search, discovery and RAG infrastructure for your product
Combine keyword and vector search so results stay relevant for both exact queries and semantic intent.
Manage documents, chunking and embeddings within the platform instead of building a pipeline from scratch.
Add retrieval-augmented chat over your own content for assistants and knowledge bases.
Inspect search quality with analytics, then tune ranking and relevance based on real queries.

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

Free / Open-sourceOne key for 4,100+ agent tools, pay per call

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

Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud
Free / Open-sourceLightning-fast search engine you can self-host or run in the cloud

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

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

The relevance engine with a built-in feedback loop

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