Chain Concept

Chains are automated workflows that connect multiple individual steps into an overall process. They enable the resolution of complex problems that a single prompt could not handle.

How it Works

A Chain orchestrates the collaboration between agents and tools. It defines:

1. The Order: What happens sequentially or in parallel?
2. The Data Flow: How does the output of Step A become the input of Step B?
3. The Logic: Under what conditions should steps be executed or repeated?

Application Examples

• Research & Report: Step 1 searches for data via a web tool -> Step 2 analyzes the findings -> Step 3 writes a summary.
• Code Pipeline: Step 1 generates code -> Step 2 runs a linter/test -> Step 3 corrects errors based on the test output.
• Multi-Agent Conversation: A “Manager Agent” delegates subtasks to specialized “Expert Agents” and merges the results.