What’s included
Chat
Multi-model conversations with branching, tags, archive, context compaction, multi-model comparison, and a raw API playground.
RAG & Knowledge
Knowledge bases built from your documents. Hybrid search, rerank, relevance filtering, and curated standard answers.
Connectors
23+ document source connectors — Confluence, Google Drive, Slack, GitHub, Jira, SharePoint, and more — to keep knowledge bases automatically up to date.
Web Search
Ground chat responses in live web search results from your choice of 6 search providers.
Voice
Speech-to-text and text-to-speech — push-to-talk, read-aloud, and continuous voice conversation mode.
Agents
Build custom AI personas with tool use, MCP server access, and per-user persistent memories.
Workflows
Multi-step automation with webhook and schedule triggers, approval gates, and full run history.
Evals
Run standard evaluations or pairwise ELO head-to-head comparisons with automated judging and a model leaderboard.
Collaboration
Shared markdown notes with access controls, and team channels with
@agent mentions.Permissions
Groups, feature gates, ACLs, SCIM provisioning, and the editor role for content managers.
Enabling the workspace
Your admin enables the workspace ingateway.yaml. Users can sign in with email and password, via SSO, or through SCIM-provisioned accounts.
Signing in
You can sign in to the workspace three ways:- Email + password — create a local account on the workspace login page
- SSO / OIDC — sign in with your company’s identity provider if your admin has configured it; your account is created automatically
- Personal Access Tokens (PATs) — generate a
ml_pat_-prefixed token in your profile settings for programmatic or API-based access
Getting started
Sign in
Navigate to your workspace URL and sign in with your email and password, or use SSO if configured by your admin. New accounts may need admin approval before you can access the workspace.
Start a conversation
Click New Chat in the sidebar to open a fresh conversation. Choose a model from the dropdown, type your message, and press Send.