Session 11 (of 12): The Accuracy Lab: Optimizing Your Precision AI Agents
Details
Are you tired of "vibes-based" development? When it comes to Market Research and Competitive Intelligence, "close enough" isn't good enough. You need data you can trust and a system that actually gets smarter over time. In this focused technical workshop, we are zooming in 100% on Evaluation. We're moving past the build phase and straight into the "Truth Phase." You will learn how to use n8n's native evaluation suite to put your AI Agent under a microscope. This is about transforming your workflow from a black box into a precision instrument by measuring exactly what matters.
The Mission Briefing (Agenda):
- 📏 Defining Correctness: Setting up "Ground Truth" datasets to measure if your agent is actually delivering the right answers.
- 📚 RAG Document Relevance: Using evaluation nodes to ensure your agent is pulling the right intel from your research documents, not just grabbing random text.
- 🛠️ Tool Calling Precision: Benchmarking how accurately your agent selects and uses specific research tools to find data.
- 📑 Category Matching Accuracy: Ensuring your competitor data is tagged, filed, and sorted with 100% consistency.
- 🔡 String Similarity & Metrics: Implementing mathematical comparisons to see how closely your agent's output aligns with your expert-verified answers.
❯❯ This is a live, interactive online event, so be sure to RSVP at https://fi.co/e/386364/meetup to receive the Zoom URL to join us live!
