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New Features

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Tool descriptions in the builder

Workflow and agent steps can show richer tool descriptions in the UI (including the trigger config panel), with tool names synced from the backend where applicable.

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Connect another OAuth account

For OAuth-based toolkits, use Connect another account to link additional identities without replacing your existing connection. Test Connection for OAuth toolkits is more dependable end-to-end. Sign-up and login support configurable consent copy, single sign-on (SSO), and shared terms of use so policies and branding stay aligned across the application.

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Team branding on the landing page

Team branding (logo and theme) extends to the landing page in agent mode for a consistent first impression.

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On-prem API keys

API keys can be enabled for on-premise deployments where that matches your security model.

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License and billing visibility

Team-based license expiry behavior and a license validity view on billing make plan status and limits easier to see.

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Database toolkit write permissions

The database toolkit includes clearer write permission handling for safer automation against your data.

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Vault-aware toolkit configuration

Toolkit connection fields can use vault-backed secret inputs so sensitive values are not stored or shown as plain text in the UI. Vault-backed variables can feed datastore cache and toolkit connections on the backend.

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Project export (modal + KB skip)

Project export uses a dedicated modal flow, with an option to skip knowledge base export when you only need configuration and metadata. Super Admin template export validation handles modern agent shapes correctly.

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Chatbot widget: resizable window & SSO

The embedded chatbot widget adds a resizable window, popup-based SSO, alignment with the main app’s SSO checks, and Supabase integration where used for email capture. Public chatbot feedback controls are available where applicable.

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New and expanded toolkits (agents & workflows)

  • Amazon S3, Trello, and Zoho CRM toolkit surfaces (aligned with backend registration).
  • Google Calendar and Google Forms v2 for Automator, with OAuth reconnect where needed.
  • Facebook Pages, File Helpers, and platform tools migrated toward v2; v2 migrator for platform tools.
  • Duplicate Sheet (Google Sheets), Newer Jira toolkits, and Slack UI updates (channel search / message search arguments) building on channel search capabilities.
  • Crypto toolkit UI (HMAC Signature tool) and Notion step UI refinements (custom API call form).
  • Zoho People: leave management tools and pagination notes on employee listings (extends the People integration).
  • Fetch metadata tool for the KB toolkit; optional metadata-based filtering configuration.
  • Platform / Node.js toolkit execution improvements on the backend; GitHub tools: filters on list pull requests and date filtering.
  • M365 toolkits: ongoing refactor of remaining tools for consistency.

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Approval workflows

Approval nodes in workflows support signals / wait behavior, approval URL host configuration, and smoother handling of nested approvals and multi-step approval flows.

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Templates & installation

Project name prompt when installing a template; templates info surfaced in Super Admin; templates info page in the app.

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Images in chat

Image upload, paste-to-upload, and images in chat for dashboard flows.

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Roles & permissions

Role UI adds upload_files and run_tools chat permissions so you can govern file uploads and tool execution per role.

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Per-user Python sandbox isolation

Project settings support optional per-user isolation for Python sandboxes (UI + backend), configurable per deployment.

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Project & team administration

  • Project ownership transfer and related user/project management improvements.
  • Team Admin entry on the user dashboard; APIs expose team owner and team admin views; admins can inspect team logs where enabled.
  • Restrictive SAML team/project assignment rules, optional continuous SAML-based reassignment, and clearer workflows when deleting users who own projects or teams (transfer / cleanup).
  • Target project ID and workflow request metadata propagated for agent/workflow creation and tracing.

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Analytics

  • Agent interactions tab for reviewing agent activity.
  • Chat audit UI hooks (where the feature flag allows).

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MCP servers

API key authentication for MCP servers, New Relic quick-add, and improved MCP OAuth and tool inputSchema handling in custom models.

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Knowledge base: decryption & downloads

Definable decryption for KB items (UI + backend endpoints). Direct download flows use new download endpoints without exposing raw storage URLs where applicable.

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Improvements

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Dashboard

Default project behavior, navigation, and context-aware search are tuned for the dashboard. Sidebar layout, typography, and onboarding copy are refined for the latest UI.

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Chat & embedded widget

Streaming, SSO, and session behavior are smoother across the chat widget and main app—including on-prem sign-in, project switching, and citations (including page-based PDF citations where configured). Smart tables in the builder get a cleaner right-panel layout and steadier editing experience.

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Knowledge base & themes

Knowledge base setup—Settings, Connections, and Sync & Schedule—is now in Project settings under Knowledge Base, next to your other project options. Previously, these were only available from the knowledge base Settings page. Custom searchable metadata and external link metadata on items; crawler can use Crawl4AI (V2) instead of Diffbot (V1) where configured.

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Data store, builder & tools

Data Store scope and vault-aware downloads are more predictable across flows and runs. Automation Anywhere: Get Bot Status default timeout extended to 24 hours for long bot runs. JsonBuilder, API tools, SQL inputs, Google Sheets, Python tools, MCP counts, and multi-tool confirmation flows are clearer and more consistent.

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Security & privacy

Stronger protection for API keys in exports and previews; sensitive data kept out of URLs where possible; public vs restrict chat rules are mutually exclusive for clearer access control; hardened file download and sandbox path policies on the backend.

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Automator & custom models

PDF piece progress toward v2; custom LLM support for Google AI-style messages, non-streaming mode, and Anthropic tool-call shapes. Automator auth tokens use a 24-hour lifetime on the backend. Project clone and WhatsApp configuration updates for agents.

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Billing & admin

Super Admin: CSV/XLSX export for LLM metrics and usage dashboards. HTML preview can be enabled per project so HTML-oriented behavior stays consistent in chat and citations. Analytics and provider configuration UI updates.

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Backend & platform (release 2.0)

This application release pairs with the 2.0 backend: stronger sandboxes, triggers and scheduling, workflows and tasks, knowledge & search (including multilingual and HTML content), Google & OAuth, SSO, usage reporting, credits, and security / operations—so the product stays fast, secure, and ready to scale.

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Upgrading from older versions

If you are on an older release, we strongly recommend moving to a recent intermediate version first—for example 1.9.0 or 1.9.1—testing your projects and integrations there, then planning your upgrade to 2.0.0. Stepping through a nearer release makes unexpected behavior easier to isolate than jumping several versions at once.