2026-01-07 โ 2026-01-13
about 2 hours ago by ReadMe API
๐ New Features
- A next-generation of AI visibility is available to Premium & Enterprise customers - Verify Responses:
- A new Agentic Action with a base added cost of 4 queries.
- While feature is enabled, all queries are analyzed in depth:
- Claims the agent made are extracted.
- Used context is searched to find sources for each claim.
- Claims are flagged if no source is found.
- Claims and their status are reviewed from the perspective of six stakeholders: End User, Security IT, Risk Compliance, Legal Compliance, Public Relations, Executive Leadership.
- Each stakeholder provides assessment and final status is calculated.
- Analysis can be accessed on the Ask page with the new icon - which is visible only to the builder on that page - there is no end-user exposure.
- The process is done in the background, using Claude 4.5 Sonnet, and chat experience is not affected in any way.
- Everything is available via API as well.
- It is now possible to process images from websites with AI Vision using the new way to build an agent - Website + Images:
- If the sitemap is in the correct format with image URLs, and this option is selected, images will be processed using the AI Vision.
- Image descriptions are indexed, together with basic information about the parent page, and agents will use them to build responses whenever possible.
- The feature is currently in early beta, with many upgrades scheduled.
- Another early beta feature is available for Enterprise customer on request - Document Labelling:
- Builder can create/edit/delete labels on the agent.
- Up to 10 labels can be assigned to any document belonging to the agent.
- It is possible to set up which team member has access to which label.
- In query time, only sources the user has access to will be used to build the response.
- If a document has no labels, it will be accessible to everyone interacting with the agent.
- Setting the feature up works via API only - but on query time user-label restrictions limits are respected regardless of deployment type!
๐จ Agent UI Upgrade Project
- Tooltips have been removed from the agent interface (copy, thumbs up/down, reset conversation, etc.)
- Fixed minor styling issues.
๐ Improvements
- A new pre-defined agent role is now available for Premium accounts - Product Lookup:
- Both generic & auto-generated personas are specialized for web-shop type of use case
- Features like Numeric Search, Spotlight Avatar, Webpage Awareness, Context-Rich Starter Questions and a number of other settings are configured by default.
๐ API & MCP
- MCP Server deployment is officially not considered beta anymore.
๐ Bug Fixes
- Fixed the issue with Google Drive integration where some file types would forever stay in the queue even if indexing failed.
- Fixed the issue preventing SharePoint integrations from re-authorizing upon token expiry.
- Fixed the issue with PDFs sometimes not being processed correctly in the Document Analyst.
- Fixed the issue with the โAdd Knowledgeโ helper modal not being correctly triggered for new users.
- Fixed the issue where Custom Button was added as an Agentic Action even if it was not used in a particular response.
- Fixed the validation error when adding Custom Button with invalid link.
