Latest Releases
File Storage System: Tray Native File Storage
We’ve introduced the File System, a fully managed file storage layer within Tray. It allows you to upload and store files directly in the Tray platform, then access them in your automations using the File System connector.
This unlocks critical capabilities for building AI Agents and advanced automations that rely on handling unstructured data - such as PDFs, HTML pages, transcripts, or other documents - retrieved from external systems. Instead of sending data to third-party storage, you can now keep everything within Tray, simplifying architecture and reducing integration overhead.
What this enables:
Store and retrieve files as part of your projects
Build AI Agents that use file-based data sources (e.g. PDFs or transcripts for context)
Parse, enrich, or summarize file contents using AI
Learn more in our File Storage System documentation.
Note: The File System feature is not supported in Embedded solutions.
Merlin IDP (Beta) updated
The Merlin IDP (Beta) connector has been updated with the following:
New operations:
Extract Text (image/pdf)
Extract text structure as HTML (image/pdf)
Extract text structure as Markdown (image/pdf)
AWS Bedrock updated
The AWS Bedrock connector has been updated with the following:
New operations:
AI Generation
Create emebeddings
List models
Raw HTTP
Authentication updates:
Added support for session_token authentication.
Zoho Books updated
The Zoho Books connector has been updated with the following:
New operations:
Create contact
Create estimate
Create expense
Create invoice
Create item
Create salesorder
Delete contact
Delete estimate
Delete expense
Delete invoice
Delete item
Delete salesorder
Get contact
Get estimate
Get expense
Get invoice
Get item
Get salesorder
List accounts
List contacts
List estimates
List expenses
List invoices
List items
List organizations
List salesorders
List tax
Update contact
Update estimate
Update expense
Update invoice
Update item
Update salesorder
File System updated
The File System connector has been updated with the following:
Operation bugs:
Fixed default value for operations that uses File ID
Jump to Top / Bottom in Logs
We’ve added new navigation controls to the logs view: you can now jump straight to the top or bottom of a workflow execution with a single click. This makes it faster to navigate long or complex runs - especially useful for large workflows, looping executions, and detailed debugging.
Ai Agent Utils updated
The Ai Agent Utils connector has been updated with the following:
Operation updates:
Tool Execution - better error handling and logging
Ai Agent Utils updated
The Ai Agent Utils connector has been updated with the following:
Operation updates:
Update Session Data - removed