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A consolidated view of what’s been added, improved, and changed. Each entry links directly to the relevant guide.
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SkillsMarketplaceDocument generation

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Skills — reusable agent playbooks

A workspace feature for creating reusable instruction playbooks that agents invoke on their own. Composed of a name, description, body (SKILL.md), and bundle files — and you can draft one with AI. Unlike prompts (which you type), the agent triggers the matching skill automatically. Learn more →

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Marketplace — document generators & external integrations

Cloosphere’s first-party service catalog that adds PPT/Word/Excel/HTML document generators and Google Workspace/Microsoft 365 integrations to your agents. Document generators are configured with palettes, templates, and formats into multiple capabilities, and instead of the LLM hand-building XML, they run vetted scripts in the code execution engine (Jupyter) to produce files. A separately-priced add-on. Learn more →

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Admin — Marketplace connection

A new Marketplace tab in Admin Settings — set, test, and activate the document generator (Jupyter) and MCP service URLs. Learn more →
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releaseTeams BotKnowledge Graph

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Microsoft Teams Bot

A two-way Teams integration where users converse with the bot in 1:1 and group chats and pick agents. Includes AAD Object ID ↔ User.oauth_oid matching, RSC permissions, and Redis-backed multi-worker session state. Learn more →

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Knowledge Graph — Doc Attr Nodes

A lightweight path that promotes KB filter values into graph nodes without LLM calls. Glossary Term nodes are reused automatically to prevent fragmentation. A great starting point before turning on the costlier chunk-level entity extraction (Doc Entity). Learn more →

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Embed Widget Enhancements

  • side-bottom panel mode added (alongside popup / side-right / side-left — 4 placements total)
  • Users can resize the panel width directly; host layout auto-shifts
  • Guest mode: non-logged users can use the embed widget
  • SSO token exchange to pass through the host site’s existing login session Learn more →

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Group ↔ Organizational Unit Mapping

Map a group to OUs in the Organizations tab of the group edit modal — when IdP sync adds a new employee to a mapped OU, group permissions apply immediately. OUs are 1:1 exclusive (an OU can be assigned to at most one group). Learn more →

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Multi-Worker Stability

  • PersistentConfig changes propagate to all workers instantly (Redis pub/sub)
  • OAuth callback state shared across workers
  • Teams Bot per-user agent selection persisted in Redis Learn more →

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Other

  • User role change audit logging (ROLE_CHANGE) →
  • Google Workspace Admin Directory API for org/group sync
  • Follow-Up Generation — default OFF, enable with cost in mind →
  • Fixed alembic migrations ignoring DATABASE_SCHEMA and creating tables in public →
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Knowledge GraphGlossaryEmbed Widget

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Knowledge Graph (KG) — Generally Available

A new workspace resource that unifies glossaries, DbSphere databases, and knowledge bases into a single graph. Built on Apache AGE.
  • Knowledge Links (attach KB·DB·glossary to a KG)
  • Graph-RAG: hybrid vector + graph retrieval
  • Edge catalog with LLM-suggested edge types
  • Full-screen graph view with node/edge detail panels
  • KG export/import (backup/migration)
  • KG tool tester (admin)
  • Background-worker sync with progress indicator Learn more →

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Glossary Improvements

  • Tag-style category input UI
  • Auto-generation from DB values
  • Per-entry custom instructions for DB extraction
  • Configurable extraction source (title / body / first N chars / last N chars)
  • DB extraction moved to background with inline review UX
  • Pagination + single-entry CRUD + index regeneration Learn more →

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Knowledge Base (KB) Operability

  • Bulk upload + directory upload + failure-first sort
  • Server-side pagination for file lists
  • Per-KB toggle for document summary / sample queries
  • New filter type: Glossary (metadata filter aligned with a glossary) Learn more →

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Database (DbSphere)

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Embed Widget SSO / Guest (early)

Beta introduction of guest mode and SSO token exchange before the official 1.0.1 polish. Promoted to GA in 1.0.1 alongside the design options.

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Workspace List UX

  • Unified share tags + filter tabs across guardrails, tools, prompts, knowledge dictionary, and databases lists
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AdminOAuth

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Google OAuth SSO + Org/Group Sync

Auto-sync OUs and groups via the Google Workspace Admin Directory API. Same permission model as Entra OIDC. Learn more →

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Admin Onboarding Toggle

Toggle the onboarding guide visibility under admin settings. Activates step-by-step guidance for first-time workspace setup. Learn more →

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OU Permission View

Quickly inspect guardrails and permission sets on each OU row. OAuth sync now shows grandchild OUs in the org tree.
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AI FoundryEmbed WidgetPermissions
Highlights from earlier releases (2026-02 ~ early 2026-03):
  • AI Foundry model connection — leverage the Azure-backed model catalog
  • SQL result rendering — DbSphere query results render naturally in chat
  • Embed widget design options — colors, logo, CTA message customization
  • Fine-grained permission control — 4-level model (None / Access / Read / Write)
  • Agent guardrails — input/output PII masking, blocking, LLM Judge

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Where to Go Next

This page is a changelog showing what’s new at a glance. For step-by-step usage of each feature, browse the relevant sidebar category (Workspace / Admin / Monitoring). Operational changes worth noting (env variables, migrations, Redis dependencies) are consolidated on the Deployment Checklist.