Everything you need to ship a grounded agent

Bring documents from 59 file formats or sync them from a connected source, then search with hybrid retrieval and reranking.

• ✓59 file formats, plus S3, SQL, Google Drive, Confluence, SharePoint and website connectors
• ✓Hybrid search with reranking, across languages
• ✓Implicit filters worked out from the question
• ✓Tables and figures kept intact and described
• ✓Document-level permissions on every answer

An agent is configuration, not code: pick a model, write its instructions, attach knowledge, skills and tools.

• ✓Defined as configuration, no deploy needed to change one
• ✓Skill scripts run in an isolated sandbox
• ✓Tools over the Model Context Protocol
• ✓Memory that merges, corrects and expires itself

Measure answer quality before you change anything, with test questions written from your own documents.

• ✓Golden sets generated from your own documents
• ✓A quality gate blocks a regression before it goes live
• ✓An AI judge scores sampled live traffic
• ✓Every run traced end to end

Add a grounded chat widget to your website with one script tag.

• ✓One script tag to embed
• ✓Themeable to match your site
• ✓Per-visitor rate limits
• ✓A publishable key, never a full credential