[ WebToolTip com ] AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama
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[ WebToolTip com ] AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama
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Torrent File Content (58 files)
[ WebToolTip.com ] AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama
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180 bytes
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1 - Introduction/1 -Introduction to Testing of LLM Applications.mp4 -
1 - Introduction/1 -Introduction to Testing of LLM Applications.mp4 -
62.01 MB
1 - Introduction/2 -Understanding different types of AI Applications.mp4 -
104.25 MB
1 - Introduction/3 -Understanding different Evaluation Metrics to evaluate AI Applications.mp4 -
45.33 MB
1 - Introduction/4 -Different LLM libraries to Evaluate LLMs and LLM Applications.mp4 -
72.26 MB
10 - Testing RAG applications with RAGAs/1 -Introduction and setup.mp4 -
34.56 MB
10 - Testing RAG applications with RAGAs/2 -Creating Retriever for Actuals and Vector Stores for Context.mp4 -
26.25 MB
10 - Testing RAG applications with RAGAs/3 -Creating MultiTurnSample DataSet for RAG Application to Test.mp4 -
55.53 MB
10 - Testing RAG applications with RAGAs/4 -Evaluating RAG with RAGAs.mp4 -
46.86 MB
2 - Running LLM locally using Ollama/1 -Introduction.mp4 -
28.64 MB
2 - Running LLM locally using Ollama/2 -Understanding different Models.mp4 -
21.09 MB
2 - Running LLM locally using Ollama/3 -Running LLM locally using Ollama.mp4 -
61.86 MB
2 - Running LLM locally using Ollama/4 -Using Ollama Models in GUI.mp4 -
29.36 MB
2 - Running LLM locally using Ollama/5 -Understanding Ollama with few more command line interface commands.mp4 -
13.45 MB
2 - Running LLM locally using Ollama/6 -Starting Ollama with API to run as a API server.mp4 -
31.42 MB
3 - Environment step required for TestingEvaluating LLM Apps and LLMs/1 -Introduction.mp4 -
72.12 MB
3 - Environment step required for TestingEvaluating LLM Apps and LLMs/2 -Creating Jupyter Notebook for Tests and Test Execution.mp4 -
25.67 MB
3 - Environment step required for TestingEvaluating LLM Apps and LLMs/3 -Setting up Confident AI.mp4 -
52.6 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/1 -Testing LLMs with Traditional Approach.mp4 -
40.56 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/2 -Writing First DeepEval Code for AnswerRelevance.mp4 -
57.39 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/3 -Testing LLMs for Context Precision.mp4 -
101.04 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/4 -Evaluating LLMs and check the Evaluated Testcases in Confident AI.mp4 -
72.78 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/5 -Running EvaluationTests of LLMs (DeepSeek R1) using Local LLM with Ollama.mp4 -
32.92 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/6 -Understanding LLMTestCases in Depth.mp4 -
71.3 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/7 -Understanding Golden And Dataset in Depth.mp4 -
76.62 MB
4 - Understanding the Basics of DeepEval (Building Blocks)/8 -Creating Goldens using List Array.mp4 -
66.47 MB
5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/1 -Introduction.mp4 -
32.37 MB
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
5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/3 -Evaluating LLM with Answer Relevancy using Local LLM.mp4 -
58.94 MB
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
5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/5 -Evaluating LLM with Bias using Local LLMs.mp4 -
51.12 MB
5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/6 -Using GEval for Custom Criteria to Evaluate LLM.mp4 -
75.69 MB
5 - Evaluating Real LLMs (Locally) as the Source and creating Dataset with LLMs/7 -Using GEval to perform Bias Testing using Local LLMs.mp4 -
52.12 MB
6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/1 -Introduction to RAG.mp4 -
39.49 MB
6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/2 -Understanding RAG application.mp4 -
38.19 MB
6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/3 -Working with RAG application as a Demo.mp4 -
70.88 MB
6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/4 -Creating GEval for RAG application.mp4 -
61.6 MB
6 - Testing RAG (Retrieval-Augmented Generation) application using DeepEval/5 -Testing RAG with GEval for Conciseness & Completeness Metrics.mp4 -
66.09 MB
7 - Testing RAG application with DeepEval (Advanced)/1 -Introduction.mp4 -
36.82 MB
7 - Testing RAG application with DeepEval (Advanced)/2 -Creating Multiple Test Data.mp4 -
41.72 MB
7 - Testing RAG application with DeepEval (Advanced)/3 -Creating Goldens and Pushing it to Confident AI.mp4 -
21.71 MB
7 - Testing RAG application with DeepEval (Advanced)/4 -Creating Actual Output and Retrieval Context for LLMTestCase.mp4 -
63.52 MB
7 - Testing RAG application with DeepEval (Advanced)/5 -Creating LLMTestCases with Actual And Retrieval Context from Dataset.mp4 -
39.68 MB
7 - Testing RAG application with DeepEval (Advanced)/6 -Running Evaluation to verify RAG and check the same from Confident AI.mp4 -
49.06 MB
8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/1 -Understanding AI Agents.mp4 -
47.49 MB
8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/2 -Working with an AI Agent.mp4 -
55.64 MB
8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/3 -Understanding how to test an AI Agent.mp4 -
9.74 MB
8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/4 -Testing an AI Agent without using Actual System Under Test.mp4 -
74.67 MB
8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/5 -Testing an AI Agent without using Actual SUT (Contd.).mp4 -
42.38 MB
8 - Testing AI Agents and Tool Callings with Local LLMs and DeepEval/6 -Testing AI Agents with Actual System instead of Fake System.mp4 -
43.14 MB
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