
Enterprise AI grounded in your company's own knowledge
ContextClue records 1,643 monthly visits with +58.9% month-over-month growth and Contact for Pricing pricing. Ragie records 7,557 monthly visits with -26.8% growth and Freemium, Free Trial, Free pricing.

Turn dense documents into clear, citable answers
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | context-clue.com | ragie.ai |
| Pricing Model | Contact for Pricing | Freemium, Free Trial, Free |
| Monthly Visits | 1.64K (1,643) | 7.56K (7,557) |
| MoM Traffic Delta | +609 (+58.9%) | -2.77K (-26.8%) |
| Primary Market & Share | 🇮🇳 India (68.5%) | 🇺🇸 United States (47.5%) |
| Direct Visits / mo | 646 | 2.99K |
| User Rating | 4.1 | 4.4 |
| Supported Platforms | Website | Website |

Turn dense documents into clear, citable answers
Ask questions in plain language across a connected document set and get direct answers instead of a raw list of links.
Answers are grounded in retrieved passages from your own documents, and references point back to the original text for verification.
Condense long reports, research papers, or contract bundles into short, readable digests that keep the essential points.
Turn findings from multiple sources into structured, shareable reports and generated documents.

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.

Enterprise AI grounded in your company's own knowledge

Web search API and crawler built for AI agents
Free / Open-sourceChat with any PDF, video, or website and get cited answers in seconds
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AI search and retrieval platform for modern apps and commerce

Free / Open-sourceAI-powered knowledge base that turns documents into fast answers
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Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
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Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
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Free / Open-sourceGive ChatGPT and Claude a single way to ask your whole business
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