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What's AI by Louis-François Bouchard
Key Metrics and Evaluation Methods for RAG

Build Your First Scalable Product with LLMs: https://academy.towardsai.net/courses/beginner-to-advanced-llm-dev?ref=1f9b29 ...

10:43
Key Metrics and Evaluation Methods for RAG

17,951 views

1 year ago

EyeLevel
RAG Evaluation Sucks: Here's a Totally New Way to Do It - e17 RAG Masters

Tired of spending weeks manually creating question-answer pairs for RAG evaluation? In this episode of RAG Masters, we unveil ...

36:52
RAG Evaluation Sucks: Here's a Totally New Way to Do It - e17 RAG Masters

903 views

1 year ago

Mervin Praison
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners

Welcome to an in-depth tutorial on RAGAS, your go-to framework for evaluating and testing retrieval-augmented generation ...

8:38
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners

37,453 views

1 year ago

IBM Technology
7 measurements that help minimize model risk for RAG

Get the guide to GAI and ML for the enterprise → https://ibm.biz/BdmYEA Deploying models built with AI or genAI can be risky ...

8:33
7 measurements that help minimize model risk for RAG

15,687 views

1 year ago

AI Makerspace
Session 7: RAG Evaluation with RAGAS and How to Improve Retrieval

What you'll learn this session: - How and why to evaluate RAG systems using best-practice open-source tooling - RAG ...

37:21
Session 7: RAG Evaluation with RAGAS and How to Improve Retrieval

34,950 views

2 years ago

Evidently AI
6.1 How to evaluate a RAG system: methods and metrics

00:03 Intro 00:24 What is RAG? 01:03 How to evaluate RAG? Look at both sides. 01:34 Evaluating retrieval quality: ground ...

7:08
6.1 How to evaluate a RAG system: methods and metrics

1,472 views

7 months ago

James Briggs
AI Agent Evaluation with RAGAS

RAGAS (RAG ASsessment) is an evaluation framework for RAG pipelines. Here, we see how to use RAGAS for evaluating an AI ...

19:42
AI Agent Evaluation with RAGAS

30,179 views

1 year ago

Microsoft Reactor
RAGChat: Evaluating RAG answer quality

In this series, we dive deep into our most popular, fully-featured, and open-source RAG solution: https://aka.ms/ragchat How can ...

1:07:55
RAGChat: Evaluating RAG answer quality

2,758 views

Streamed 10 months ago

LangChain
RAG Evaluation (Answer Correctness) | LangSmith Evaluations - Part 12

With the rapid pace of AI, developers are often faced with a paradox of choice: how to choose the right prompt, how to trade-off ...

8:14
RAG Evaluation (Answer Correctness) | LangSmith Evaluations - Part 12

10,041 views

1 year ago

Sam mokhtari
Mastering RAG Evaluation: Metrics and Methods | Retrieval-Augmented Generation

Dive deep into the world of Retrieval-Augmented Generation (RAG) evaluation! Join us as we explore essential metrics, ...

16:24
Mastering RAG Evaluation: Metrics and Methods | Retrieval-Augmented Generation

2,306 views

1 year ago

Open Data Science and AI Conference
LLM & RAG Evaluation Playbook for Production Apps by Paul Iusztin

Building proof-of-concept LLM/RAG apps is easy—we know that. The next step, which consumes the most time and is the most ...

58:16
LLM & RAG Evaluation Playbook for Production Apps by Paul Iusztin

4,811 views

3 months ago

Johannes Jolkkonen | Funktio AI
2 Methods For Improving Retrieval in RAG

Want to learn more about automating your business with AI? https://cal.com/johannes-jolkkonen-xdjl0r/20min Connect with me on ...

9:40
2 Methods For Improving Retrieval in RAG

41,480 views

1 year ago

AI Engineer
open-rag-eval: RAG Evaluation without "golden" answers — Ofer Mendelevitch, Vectara

Open-RAG-Eval is an open-source framework that revolutionizes RAG evaluation by harnessing the power of LLM judges for ...

5:03
open-rag-eval: RAG Evaluation without "golden" answers — Ofer Mendelevitch, Vectara

1,526 views

6 months ago

FuturMinds
Evaluate N8N AI Agents & RAG like a PRO | N8N Evaluation Tutorial

Evaluate N8N AI Agents & RAG like a PRO | Complete Guide Join my Pro Skool community to learn everything about N8N, ...

16:19
Evaluate N8N AI Agents & RAG like a PRO | N8N Evaluation Tutorial

6,087 views

4 months ago

AI Engineer
Navigating RAG Optimization with an Evaluation Driven Compass: Atita Arora and Deanna Emery

Retrieval Augmented Generation (RAG) has become a cornerstone for integrating domain-specific content and addressing ...

18:14
Navigating RAG Optimization with an Evaluation Driven Compass: Atita Arora and Deanna Emery

4,943 views

1 year ago

Learn Data with Mark
How to evaluate retrieval in RAG pipelines

In this video, we'll learn how to use a library called ranx to evaluate the quality of the search results returned in a RAG pipeline.

6:45
How to evaluate retrieval in RAG pipelines

4,247 views

1 year ago