
Give your AI agents secure, authenticated access to 1,700+ apps
Give your AI agents secure, authenticated access to 1,700+ apps
Agentset records 6,469 monthly visits with -29.3% month-over-month growth and Freemium, Contact for Pricing pricing. Ragie records 7,557 monthly visits with -26.8% growth and Freemium, Free Trial, Free pricing.

Open-source RAG platform for reliable AI chat and search
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | agentset.ai | ragie.ai |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Free Trial, Free |
| Monthly Visits | 6.47K (6,469) | 7.56K (7,557) |
| MoM Traffic Delta | -2.68K (-29.3%) | -2.77K (-26.8%) |
| Primary Market & Share | 🇺🇸 United States (33.6%) | 🇺🇸 United States (47.5%) |
| Direct Visits / mo | 2.57K | 2.99K |
| User Rating | 4.6 | 4.4 |
| Supported Platforms | Website | Website |

Open-source RAG platform for reliable AI chat and search
Combines agentic reasoning with hybrid search and reranking to produce accurate answers even on large, messy document sets.
Every answer includes references to the source passages, so users can verify where an answer came from.
Indexes text plus images, charts, tables and 22+ file formats such as PDF, DOCX, XLSX, PPTX, HTML and EML via ready-made SDKs.
Plug in your own LLM, embedding model and vector database, including OpenAI, Anthropic, Google, Cohere, Pinecone and Qdrant.

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.

Give your AI agents secure, authenticated access to 1,700+ apps
Give your AI agents secure, authenticated access to 1,700+ apps

Web search API and crawler built for AI agents

Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
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
Baidu's one-stop platform for building, distributing and monetizing AI agents
Baidu's one-stop platform for building, distributing and monetizing AI agents
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

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

Free / Open-sourceOpen-source platform for building no-code RAG AI chatbots
Free / Open-sourceOpen-source platform for building no-code RAG AI chatbots