Automated Test Generation for Tool-augmented LLMs

[t1seungy]

Summary

A new test generation pipeline has been proposed to evaluate tool-augmented LLMs as conversational AI agents. This framework uses LLMs to generate diverse tests grounded on user-defined procedures, ensuring high coverage of possible conversations.

Implementation Guidance

• Implement the test generation pipeline to evaluate LLMs in conversational AI scenarios.
• Utilize the ALMITA dataset for evaluating AI agents in customer support and other domains.

Reference

Automated test generation to evaluate tool-augmented LLMs as conversational AI agents

Tags

• LLM
• Conversational AI
• Testing

Assignee

@ComposioHQ