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.

RAG document search

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• After success
• After failure
• Condition
• Else
• Data or result

Dashed boxes represent data, services, or results.

Drag to move. Use + / − to zoom, arrow keys to move, and Home to reset.

This documentation is intended for anyone who configures workflows, with or without development experience. It covers onboarding, the blocks available in your organization, variables, data sources, MCP tools, RAG examples, 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. Connect sources and tools to the blocks that use them.
6. Build a RAG chatbot, an MCP agent, or a RAG + MCP workflow.
7. Use helpers, then consult troubleshooting and the checklist.

What this section covers

• creating, configuring, saving, importing, and exporting a workflow;
• using the palette, canvas, and block outputs;
• system, user, conversation, and request variables;
• detailed reference for the nine standard blocks;
• selecting document and tabular sources compatible with an embedding model;
• connecting sources and tools to the blocks that use them;
• 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.