Hands-On Workshop: Building & Evaluating RAG Pipelines 👨💻
Details
The upcoming Deepchecks event is "Hands-On Workshop: Building & Evaluating RAG Pipelines".🏗️
In this session, Philip Tannor, CEO & Co-Founder at Deepchecks, and Noam Bressler, VP R&D at Deepchecks, lead a hands-on workshop about building and evaluating the RAG pipelines. 🔥
We will cover the methodologies and best practices for assessing RAG systems at every stage—from initial experiments to production evaluation using Deepchecks. 🚀
📆 Date & Time: November 27th, 2024 | 08:00 AM PST
➡️ Register here: https://www.linkedin.com/events/hands-onworkshop-building-evalu7262058697185447936/
Key Takeaways Include:
✅ Initial Experiments: We’ll cover how to design experiments that provide meaningful insights into retrieval accuracy, generative quality, and overall effectiveness.
✅ Version Comparison: Implementing versioning to track model and data changes over time.
✅ RAG Evaluation: Setting up continuous evaluation pipelines for RAG models in production environments.
✅ Metrics & Optimization: Key metrics for evaluating RAG systems—such as relevance scoring, response accuracy, hallucinations, toxicity, etc.