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nicolaib

Show HN: Rhesis AI - Multimodal test cases for agentic evals

Hey HN, Nicolai here, co-founder of Rhesis AI.Most eval frameworks were designed when LLM inputs were text strings. That assumption breaks fast once your AI agent handles boarding passes, invoices, audio recordings or support screenshots. Text-only test cases become workarounds. So we added multimodal support to Rhesis: attach a file to a test case, run it, evaluate the response. Simple on the...

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Yes, we do. We developed Penelope for this, which is an autonomous testing agent that executes complex, multi-turn test scenarios against conversational AI systems.

https://github.com/rhesis-ai/rhesis/tree/main/penelope

Show HN: Rhesis – Open-source platform for collaborative LLM application testing

https://github.com/rhesis-ai/rhesis

Hi HN, I'm Nicolai. I'm working with a small team in Germany on Rhesis, an open-source platform for testing conversational LLM applications and agents. We’re sharing an early community preview today.Why we built this: We saw teams repeatedly struggle with testing, e.g. scattered test cases, unclear or inconsistent metrics, and a lot of manual effort that still missed obvious failures before...

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