plurai-ai/intellagent
A multi-agent framework that simulates realistic user interactions to stress-test and evaluate conversational agents.
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IntellAgent is designed to comprehensively diagnose and optimize agent performance by generating thousands of synthetic edge-case scenarios. The framework decomposes user prompts into policy graphs and simulates diverse user interactions to stress-test agents under varying complexity levels. It provides detailed performance analysis to identify failure points, prioritize improvements, and compare outcomes across experiments for reliable real-world deployment.
Frequently asked
- What is plurai-ai/intellagent?
- A multi-agent framework that simulates realistic user interactions to stress-test and evaluate conversational agents.
- Is intellagent open source?
- Yes — plurai-ai/intellagent is open source, released under the Apache-2.0 license.
- What language is intellagent written in?
- plurai-ai/intellagent is primarily written in Python.
- How popular is intellagent?
- plurai-ai/intellagent has 1.3k stars on GitHub.
- Where can I find intellagent?
- plurai-ai/intellagent is on GitHub at https://github.com/plurai-ai/intellagent.