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AI Layer

Brains

The intelligence layer. LLM orchestration, memory, sessions, and autonomous agents.

AI Services

Agent orchestration

LLM Service

Unified API for multiple LLM providers. Automatic model selection based on task complexity. Token-level cost tracking.

Memory Manager

Persistent conversation memory with semantic retrieval. Agents remember context across sessions and projects.

Session Manager

Manages agent sessions with state persistence, timeout handling, and multi-user isolation.

Skill Agent

Specialized agents for specific tasks: code generation, data modeling, UI design, testing. Composable into workflows.

DeepAgent

The orchestration agent. Breaks complex requests into skill chains, manages execution, and assembles results into coherent output.

Agent Builder

Create custom agents with specific skills, prompts, and memory configurations. Deploy them as API endpoints.

UI Builder

AI-powered interface generation. Describe a screen, get a production-quality component using the Almadar design system.

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