Private AI Workspace
One private workspace for models, knowledge, tools, search, voice and collaborative AI.
Interactive platform map
Architecture in context
The focused blueprint, its required foundation, and declared recommendations.
Private AI Workspace
One private workspace for models, knowledge, tools, search, voice and collaborative AI.
What this replaces
Users bounce between separate AI subscriptions for chat, search, files, coding, images, voice and prompts, fragmenting data and governance.
What your team gains
A single authenticated AI workspace that can talk to multiple models and attach organizational knowledge, tools and controlled external services.
What is inside the blueprint
How it fits the platform
Authentik -> Open WebUI -> LiteLLM/local model endpoints + SearXNG + knowledge/pgvector + MCP/OpenAPI tools + speech/image services.
Open WebUI, LiteLLM, Authentik, SearXNG, PostgreSQL/pgvector, Kokoro TTS, Gemini TTS proxy
- AICORTEX Core PlatformThe workspace's containers, routing, database and boot protection are provided by the Core substrate.
From prerequisites to operation
- AICORTEX Core
- At least one configured model endpoint/provider
- User identity strategy
- Optional knowledge collections and tool servers
- Deploy Open WebUI against PostgreSQL/pgvector
- Connect LiteLLM and local model endpoints
- Integrate Authentik
- Configure web search and speech
- Register tools/MCP/OpenAPI endpoints
- Define roles/groups and workspace defaults
- Available models and model presets
- Knowledge and retrieval defaults
- Web search policies
- Voice/image providers
- Role/group access
- API keys and automation permissions
- Analytics and evaluation settings
- User lifecycle
- Database backup
- Provider health
- Extension compatibility
- Usage/cost monitoring
- Permission review
What this unlocks with other layers
Private AI + Model Freedom
Users get one interface while builders can change providers underneath it without changing the experience.
Multi-Channel Intelligence
The intelligence layer is reusable across interfaces rather than tied to one chat surface.