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Release 5.0 2025.11.18.1

· 3 min read

🎉 New Features​

📊 Datasets​

Datasets have been improved to make importing, validating, and editing data easier and safer.

Direct Editing: You can now edit datasets directly in the UI to modify records and insert rows without re-importing.

Import Preview & Validation: When adding tables, you get a preview showing row and column counts and the automatically detected schema. Advanced validation highlights type mismatches, missing values, and other common issues before you finalize an import.

Full API Support: Complete CRUDL (Create, Read, Update, Delete, List) API endpoints are available for datasets — see the API reference for endpoint details and usage examples.

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🔐 MCP​

MCP integrations now support multiple authentication schemes, including OAuth, API key, Bearer Token, and others.

You can connect to your MCP server by selecting the appropriate authentication type, or reuse an existing integration for faster setup.

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📁 Google Skills​

New skills for integrating with Google let agents access files in your Google account with your permission.

Google Drive: Agents can search and reference your documents to access information across your files.

Google Docs & Sheets: Agents can create or edit documents and spreadsheets for report generation, data enrichment, and collaboration.

All file operations (read, search, create, and update) are permission-controlled and require your explicit authorization.

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🛠️ Enhancements​

🛡️ Improved Guardrails Message Handling​

Guardrails message handling has been improved to reduce repeated violations from historical messages.

Messages that trigger violations are now replaced with placeholders so past chat history does not re-trigger rules, and violation metadata and context are available in the conversation details pane for faster investigation.

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🔁 Replace Knowledge​

You can now replace knowledge sources used by agents without losing associated metadata such as annotations, attribution, tags, and mappings.

Background validation runs during replacement to ensure the new source is compatible before the swap is finalized.

🐞 Bug Fixes & Minor Improvements​

  • Improved semaphore handling for message concurrency in conversations.
  • Added validation to prevent creating empty datasets.
  • Added validation to prevent duplicate dataset identifiers within the same tenant.
  • Minor copy and typo fixes across the product.
  • Performance improvements for knowledge queries and conversation loading.
  • Fixed parameter validation in test execution that prevented creating Quality Studio runs when more than one input parameter was present.
  • General text and localization improvements.
  • Sidebar improvements for better display on low-resolution screens.
  • File type validation on the knowledge upload endpoint.
  • Unified styles and validation across login, registration, and password pages.
  • General localization fixes and spelling corrections.
  • Added a new column in conversations showing the number of messages.
  • Added a Models & Providers feature to enable model management (enable/disable models).
  • Knowledge side panels now display the file name for context.
  • Fixed an initialization bug for boolean-type input parameter fields.
  • New version of the Chat Widget with JavaScript style isolation.
  • Added validation for tax/fiscal data when configuring auto-recharge.