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What is Agentlab?

Agentlab is KARLI Studio's AI workflow platform, built on top of Langflow. It provides a visual drag-and-drop interface for building AI-powered workflows, extended with components and integrations specific to the KARLI ecosystem.

What Agentlab Adds

While Langflow provides the core flow-based workflow engine, Agentlab extends it with:

  • KARLI-specific components — purpose-built components for context-aware inputs, identity, interactive chips, and human-in-the-loop confirmations.
  • KARLI as a model provider — KARLI-hosted LLMs, embeddings, and data-extraction models are available alongside other providers from the standard model components. Data Extraction is unique to KARLI.
  • Platform integration — seamless connection to Karli Studio for file handling, chat interactions, and observability.

Relationship to Langflow

Agentlab is a maintained fork of Langflow. All standard Langflow components and functionality remain available. For general Langflow concepts, component usage, and core documentation, refer to the upstream Langflow docs.

This documentation focuses exclusively on the KARLI-specific additions and where Agentlab's behavior differs from upstream Langflow.