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Alquimia is a platform for running enterprise level AI assistants on your own infrastructure: you design how agents behave, you ground them in your documents when needed, and everything executes in one place behind the scenes. Alquimia Studio is where you build and operate agents — the place teams live day to day for configuration and health. InsightHub is for knowledge work: topics, uploads, and guided exploration over your content, still powered by the same agents and execution stack. Alquimia Core & Runtime is that shared execution layer — Core is the SDK that drives the inference pipeline, tool ecosystem, memory strategies, and agent registry; Runtime is the FastAPI service that runs it all in production, wiring multi-channel connectors and coordinating agent work over a CloudEvents-based event model.

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The ecosystem at a glance

PieceWhat it is
StudioWhere you create and manage agents and workspace settings.
InsightHubWhere you structure documents and explore them in conversation.
Core & RuntimeThe inference and orchestration layer. Core is the SDK: inference pipeline (shields, generation, tools, memory, empathy engine), multi-provider LLM connectors, a unified tool layer (MCP, Llama Stack, built-ins, A2A), and the agent registry. Runtime is the FastAPI service that runs it: inference API, multi-channel connectors (Slack, WhatsApp, Email), and CloudEvents-based event orchestration.
TwydThe knowledge service behind document ingestion and search used when answers must stay close to your files.

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The agent lifecycle

When you build an agent in Studio, here’s what happens end-to-end:
  1. You configure an agent in Studio.
  2. That configuration is stored in the Runtime Registry.
  3. When someone chats — in Studio, InsightHub, or a connected channel (Slack, WhatsApp, Email) — the Runtime loads that configuration and runs it through the Core inference pipeline end to end.
  4. Usage and health show up in the observability setup your team configured; Studio is the usual place to review agent-focused metrics.

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Next steps

Ecosystem overview

See every service, its port, and what it does.

Installation

Get the stack running locally with Docker Compose.
If you are extending, integrating, or deploying the execution layer itself, the reference material lives on the Alquimia Runtime documentation site (CLI, SDK, HTTP API, and operations).