WebToolTip com AI QA Testing AI Apps with DeepEval RAGAs HF and Ollama

WebToolTip com AI QA Testing AI Apps with DeepEval RAGAs HF and Ollama

Name	[ WebToolTip.com ] AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.1 GB
Total Files	58
Last Seen	2025-07-19 00:12
Hash	4FE55FAFCED029788EE67537F7A5AB6B0118D110

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 -Introduction to Testing of LLM Applications.mp4	65.0 MB
2 -Understanding different types of AI Applications.mp4	109.3 MB
3 -Understanding different Evaluation Metrics to evaluate AI Applications.mp4	47.5 MB
4 -Different LLM libraries to Evaluate LLMs and LLM Applications.mp4	75.8 MB
/.../10 - Testing RAG applications with RAGAs/
1 -Introduction and setup.mp4	36.2 MB
2 -Creating Retriever for Actuals and Vector Stores for Context.mp4	27.5 MB
3 -Creating MultiTurnSample DataSet for RAG Application to Test.mp4	58.2 MB
4 -Evaluating RAG with RAGAs.mp4	49.1 MB
/.../2 - Running LLM locally using Ollama/
1 -Introduction.mp4	30.0 MB
2 -Understanding different Models.mp4	22.1 MB
3 -Running LLM locally using Ollama.mp4	64.9 MB
4 -Using Ollama Models in GUI.mp4	30.8 MB
5 -Understanding Ollama with few more command line interface commands.mp4	14.1 MB
6 -Starting Ollama with API to run as a API server.mp4	32.9 MB
/.../3 - Environment step required for TestingEvaluating LLM Apps and LLMs/
1 -Introduction.mp4	75.6 MB
2 -Creating Jupyter Notebook for Tests and Test Execution.mp4	26.9 MB
3 -Setting up Confident AI.mp4	55.2 MB
/.../4 - Understanding the Basics of DeepEval (Building Blocks)/
1 -Testing LLMs with Traditional Approach.mp4	42.5 MB
2 -Writing First DeepEval Code for AnswerRelevance.mp4	60.2 MB
3 -Testing LLMs for Context Precision.mp4	105.9 MB
4 -Evaluating LLMs and check the Evaluated Testcases in Confident AI.mp4	76.3 MB
5 -Running EvaluationTests of LLMs (DeepSeek R1) using Local LLM with Ollama.mp4	34.5 MB
6 -Understanding LLMTestCases in Depth.mp4	74.8 MB
7 -Understanding Golden And Dataset in Depth.mp4	80.3 MB
8 -Creating Goldens using List Array.mp4	69.7 MB
/.../5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/
1 -Introduction.mp4	33.9 MB
2 -Using LangChain to Invoke LLM for our Test Source.mp4	60.9 MB
3 -Evaluating LLM with Answer Relevancy using Local LLM.mp4	61.8 MB
4 -Evaluating LLM with Context Precision using Local LLM.mp4	94.8 MB
5 -Evaluating LLM with Bias using Local LLMs.mp4	53.6 MB
6 -Using GEval for Custom Criteria to Evaluate LLM.mp4	79.4 MB
7 -Using GEval to perform Bias Testing using Local LLMs.mp4	54.6 MB
/.../6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/
1 -Introduction to RAG.mp4	41.4 MB
2 -Understanding RAG application.mp4	40.0 MB
3 -Working with RAG application as a Demo.mp4	74.3 MB
4 -Creating GEval for RAG application.mp4	64.6 MB
5 -Testing RAG with GEval for Conciseness & Completeness Metrics.mp4	69.3 MB
/.../7 - Testing RAG application with DeepEval (Advanced)/
1 -Introduction.mp4	38.6 MB
2 -Creating Multiple Test Data.mp4	43.8 MB
3 -Creating Goldens and Pushing it to Confident AI.mp4	22.8 MB
4 -Creating Actual Output and Retrieval Context for LLMTestCase.mp4	66.6 MB
5 -Creating LLMTestCases with Actual And Retrieval Context from Dataset.mp4	41.6 MB
6 -Running Evaluation to verify RAG and check the same from Confident AI.mp4	51.4 MB
/.../8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/
1 -Understanding AI Agents.mp4	49.8 MB
2 -Working with an AI Agent.mp4	58.3 MB
3 -Understanding how to test an AI Agent.mp4	10.2 MB
4 -Testing an AI Agent without using Actual System Under Test.mp4	78.3 MB
5 -Testing an AI Agent without using Actual SUT (Contd.).mp4	44.4 MB
6 -Testing AI Agents with Actual System instead of Fake System.mp4	45.2 MB
7 -Testing AI Agents with Multiple Datasets.mp4	62.2 MB
/.../9 - EvaluatingTesting LLMs using RAGAs/
1 -Introduction.mp4	60.6 MB
2 -Context Recall with RAGAs.mp4	83.6 MB
3 -Noise Sensitivity Metrics with RAGAs.mp4	44.9 MB
4 -MultiTurnSample with RAGAs along with Evaluate.mp4	88.2 MB
5 -General Purpose Metrics - Aspect Critics For summary of data from LLM.mp4	76.8 MB
6 -General Purpose Metrics - Detect Harmfulness from the content generated.mp4	66.3 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 58