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Using Lang Chain simplifies the development process significantly, as demonstrated by the streamlined code needed to implement memory and agent classes.
Langra: Managing Agents and Workflow
Langra builds upon the capabilities of Lang Chain but specializes in managing agents and their interactions within workflows. As an open source library, Langra provides an efficient way to create multi-agent systems, making it optimal for applications that require complex problem-solving through collaboration.
Core Components of Langra
- State: Acts as a shared data structure that captures the application's current status, storing user inputs, agent outcomes, and a record of actions taken.