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[ WebToolTip.com ] AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama

Size
2.9 GB
Seeders
5
Leechers
1
Files
57
Category
Added
04/04/25 at 8:32pm GMT+1
Status
Not verified
Infohash
4fe55fafced029788ee67537f7a5ab6b0118d110

Description
AI QA: Testing AI Apps with DeepEval, RAGAs, HF & Ollama


https://WebToolTip.com


Published 3/2025

Created by Karthik KK

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Level: All | Genre: eLearning | Language: English | Duration: 56 Lectures ( 5h 56m ) | Size: 2.91 GB


Roadmap to become AI QA Engineer to test LLMs and AI Application using DeepEval, RAGAs and HF Evaluate with Local LLMs


What you'll learn

Understand the purpose of Testing LLM and LLM based Application

Understand DeepEval and RAGAs in detail from complete ground up

Understand different metrics and evaluations to evaluate LLMs and LLM based app using DeepEval and RAGAs

Understand the advanced concepts of DeepEval and RAGAs

Testing RAG based application using DeepEval and RAGAs

Testing AI Agents using DeepEval to understand how tool callings can be tested


Requirements

Basics of working with LLM like using ChatGPT

Basics of any programing language like Java or Javascript

Basics of python will be a plus

File list
  • [ WebToolTip.com ] AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama
  • ~Get Your Files Here !/1 - Introduction/1 -Introduction to Testing of LLM Applications.mp4 62 MB
  • ~Get Your Files Here !/1 - Introduction/2 -Understanding different types of AI Applications.mp4 104.3 MB
  • ~Get Your Files Here !/1 - Introduction/3 -Understanding different Evaluation Metrics to evaluate AI Applications.mp4 45.3 MB
  • ~Get Your Files Here !/1 - Introduction/4 -Different LLM libraries to Evaluate LLMs and LLM Applications.mp4 72.3 MB
  • ~Get Your Files Here !/10 - Testing RAG applications with RAGAs/1 -Introduction and setup.mp4 34.6 MB
  • ~Get Your Files Here !/10 - Testing RAG applications with RAGAs/2 -Creating Retriever for Actuals and Vector Stores for Context.mp4 26.2 MB
  • ~Get Your Files Here !/10 - Testing RAG applications with RAGAs/3 -Creating MultiTurnSample DataSet for RAG Application to Test.mp4 55.5 MB
  • ~Get Your Files Here !/10 - Testing RAG applications with RAGAs/4 -Evaluating RAG with RAGAs.mp4 46.9 MB
  • ~Get Your Files Here !/2 - Running LLM locally using Ollama/1 -Introduction.mp4 28.6 MB
  • ~Get Your Files Here !/2 - Running LLM locally using Ollama/2 -Understanding different Models.mp4 21.1 MB
  • ~Get Your Files Here !/2 - Running LLM locally using Ollama/3 -Running LLM locally using Ollama.mp4 61.9 MB
  • ~Get Your Files Here !/2 - Running LLM locally using Ollama/4 -Using Ollama Models in GUI.mp4 29.4 MB
  • ~Get Your Files Here !/2 - Running LLM locally using Ollama/5 -Understanding Ollama with few more command line interface commands.mp4 13.4 MB
  • ~Get Your Files Here !/2 - Running LLM locally using Ollama/6 -Starting Ollama with API to run as a API server.mp4 31.4 MB
  • ~Get Your Files Here !/3 - Environment step required for TestingEvaluating LLM Apps and LLMs/1 -Introduction.mp4 72.1 MB
  • ~Get Your Files Here !/3 - Environment step required for TestingEvaluating LLM Apps and LLMs/2 -Creating Jupyter Notebook for Tests and Test Execution.mp4 25.7 MB
  • ~Get Your Files Here !/3 - Environment step required for TestingEvaluating LLM Apps and LLMs/3 -Setting up Confident AI.mp4 52.6 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/1 -Testing LLMs with Traditional Approach.mp4 40.6 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/2 -Writing First DeepEval Code for AnswerRelevance.mp4 57.4 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/3 -Testing LLMs for Context Precision.mp4 101 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/4 -Evaluating LLMs and check the Evaluated Testcases in Confident AI.mp4 72.8 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/5 -Running EvaluationTests of LLMs (DeepSeek R1) using Local LLM with Ollama.mp4 32.9 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/6 -Understanding LLMTestCases in Depth.mp4 71.3 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/7 -Understanding Golden And Dataset in Depth.mp4 76.6 MB
  • ~Get Your Files Here !/4 - Understanding the Basics of DeepEval (Building Blocks)/8 -Creating Goldens using List Array.mp4 66.5 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/1 -Introduction.mp4 32.4 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/2 -Using LangChain to Invoke LLM for our Test Source.mp4 58.1 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/3 -Evaluating LLM with Answer Relevancy using Local LLM.mp4 58.9 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/4 -Evaluating LLM with Context Precision using Local LLM.mp4 90.4 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/5 -Evaluating LLM with Bias using Local LLMs.mp4 51.1 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/6 -Using GEval for Custom Criteria to Evaluate LLM.mp4 75.7 MB
  • ~Get Your Files Here !/5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/7 -Using GEval to perform Bias Testing using Local LLMs.mp4 52.1 MB
  • ~Get Your Files Here !/6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/1 -Introduction to RAG.mp4 39.5 MB
  • ~Get Your Files Here !/6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/2 -Understanding RAG application.mp4 38.2 MB
  • ~Get Your Files Here !/6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/3 -Working with RAG application as a Demo.mp4 70.9 MB
  • ~Get Your Files Here !/6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/4 -Creating GEval for RAG application.mp4 61.6 MB
  • ~Get Your Files Here !/6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/5 -Testing RAG with GEval for Conciseness & Completeness Metrics.mp4 66.1 MB
  • ~Get Your Files Here !/7 - Testing RAG application with DeepEval (Advanced)/1 -Introduction.mp4 36.8 MB
  • ~Get Your Files Here !/7 - Testing RAG application with DeepEval (Advanced)/2 -Creating Multiple Test Data.mp4 41.7 MB
  • ~Get Your Files Here !/7 - Testing RAG application with DeepEval (Advanced)/3 -Creating Goldens and Pushing it to Confident AI.mp4 21.7 MB
  • ~Get Your Files Here !/7 - Testing RAG application with DeepEval (Advanced)/4 -Creating Actual Output and Retrieval Context for LLMTestCase.mp4 63.5 MB
  • ~Get Your Files Here !/7 - Testing RAG application with DeepEval (Advanced)/5 -Creating LLMTestCases with Actual And Retrieval Context from Dataset.mp4 39.7 MB
  • ~Get Your Files Here !/7 - Testing RAG application with DeepEval (Advanced)/6 -Running Evaluation to verify RAG and check the same from Confident AI.mp4 49.1 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/1 -Understanding AI Agents.mp4 47.5 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/2 -Working with an AI Agent.mp4 55.6 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/3 -Understanding how to test an AI Agent.mp4 9.7 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/4 -Testing an AI Agent without using Actual System Under Test.mp4 74.7 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/5 -Testing an AI Agent without using Actual SUT (Contd.).mp4 42.4 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/6 -Testing AI Agents with Actual System instead of Fake System.mp4 43.1 MB
  • ~Get Your Files Here !/8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/7 -Testing AI Agents with Multiple Datasets.mp4 59.3 MB
  • ~Get Your Files Here !/9 - EvaluatingTesting LLMs using RAGAs/1 -Introduction.mp4 57.8 MB
  • ~Get Your Files Here !/9 - EvaluatingTesting LLMs using RAGAs/2 -Context Recall with RAGAs.mp4 79.7 MB
  • ~Get Your Files Here !/9 - EvaluatingTesting LLMs using RAGAs/3 -Noise Sensitivity Metrics with RAGAs.mp4 42.9 MB
  • ~Get Your Files Here !/9 - EvaluatingTesting LLMs using RAGAs/4 -MultiTurnSample with RAGAs along with Evaluate.mp4 84.1 MB
  • ~Get Your Files Here !/9 - EvaluatingTesting LLMs using RAGAs/5 -General Purpose Metrics - Aspect Critics For summary of data from LLM.mp4 73.3 MB
  • ~Get Your Files Here !/9 - EvaluatingTesting LLMs using RAGAs/6 -General Purpose Metrics - Detect Harmfulness from the content generated.mp4 63.2 MB
  • ~Get Your Files Here !/Bonus Resources.txt 70 B

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