Build a workflow in Studio

Wikit Studio lets you visually build the path followed by an assistant whenever it receives a message in Semantics Chat. You assemble blocks on a canvas, connect them, configure the data flowing between them, and obtain an answer to the user’s question.

This documentation is intended for anyone who configures workflows, with or without development experience. It covers onboarding, core concepts, blocks, variables, RAG, connections to MCP servers, and troubleshooting.

Start quickly

First create a minimal Start → Simple message path, test it in Semantics Chat, then add one block at a time.

Recommended learning path

1. Create and test your first workflow.
2. Understand the graph and common fields.
3. Understand variables and references.
4. Choose and configure blocks.
5. Build a RAG chatbot, an MCP agent, or a RAG + MCP workflow.
6. Use helpers, then consult troubleshooting and the checklist.

What this section covers

• creating, duplicating, configuring, and saving a workflow;
• using the canvas and success/failure branches;
• system, user, conversation, and request variables;
• detailed reference for the eight main blocks;
• RAG, MCP, and RAG + MCP examples;
• FAQ chatbots, multi-turn collection, and interactive quizzes;
• text, number, list, object, and condition helpers;
• common errors and pre-publication checks.