AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama

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AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama

Torrent Contents Size: 2.9 GB

AI QA - Testing AI Apps with DeepEval, RAGAs, HF and Ollama
▼ show more 43 files
1 -Introduction and setup.mp4
MP4
34.6 MB
1 -Introduction to RAG.mp4
MP4
39.5 MB
1 -Introduction to Testing of LLM Applications.mp4
MP4
62 MB
1 -Introduction.mp4
MP4
57.8 MB
1 -Testing LLMs with Traditional Approach.mp4
MP4
40.6 MB
1 -Understanding AI Agents.mp4
MP4
47.5 MB
2 -Context Recall with RAGAs.mp4
MP4
79.7 MB
2 -Creating Jupyter Notebook for Tests and Test Execution.mp4
MP4
25.7 MB
2 -Creating Multiple Test Data.mp4
MP4
41.7 MB
2 -Creating Retriever for Actuals and Vector Stores for Context.mp4
MP4
26.2 MB
2 -Understanding RAG application.mp4
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38.2 MB
2 -Understanding different Models.mp4
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21.1 MB
2 -Understanding different types of AI Applications.mp4
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104.3 MB
2 -Using LangChain to Invoke LLM for our Test Source.mp4
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58.1 MB
2 -Working with an AI Agent.mp4
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55.6 MB
2 -Writing First DeepEval Code for AnswerRelevance.mp4
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57.4 MB
3 -Creating Goldens and Pushing it to Confident AI.mp4
MP4
21.7 MB
3 -Creating MultiTurnSample DataSet for RAG Application to Test.mp4
MP4
55.5 MB
3 -Evaluating LLM with Answer Relevancy using Local LLM.mp4
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58.9 MB
3 -Noise Sensitivity Metrics with RAGAs.mp4
MP4
42.9 MB
3 -Running LLM locally using Ollama.mp4
MP4
61.9 MB
3 -Setting up Confident AI.mp4
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52.6 MB
3 -Testing LLMs for Context Precision.mp4
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101 MB
3 -Understanding different Evaluation Metrics to evaluate AI Applications.mp4
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45.3 MB
3 -Understanding how to test an AI Agent.mp4
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9.7 MB
3 -Working with RAG application as a Demo.mp4
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70.9 MB
4 -Creating Actual Output and Retrieval Context for LLMTestCase.mp4
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63.5 MB
4 -Creating GEval for RAG application.mp4
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61.6 MB
4 -Different LLM libraries to Evaluate LLMs and LLM Applications.mp4
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72.3 MB
4 -Evaluating LLM with Context Precision using Local LLM.mp4
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90.4 MB
4 -Evaluating LLMs and check the Evaluated Testcases in Confident AI.mp4
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72.8 MB
4 -Evaluating RAG with RAGAs.mp4
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46.9 MB
4 -MultiTurnSample with RAGAs along with Evaluate.mp4
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84.1 MB
4 -Testing an AI Agent without using Actual System Under Test.mp4
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74.7 MB
4 -Using Ollama Models in GUI.mp4
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29.4 MB
5 -Creating LLMTestCases with Actual And Retrieval Context from Dataset.mp4
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39.7 MB
5 -Evaluating LLM with Bias using Local LLMs.mp4
MP4
51.1 MB
5 -General Purpose Metrics - Aspect Critics For summary of data from LLM.mp4
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73.3 MB
5 -Running EvaluationTests of LLMs (DeepSeek R1) using Local LLM with Ollama.mp4
MP4
32.9 MB
5 -Testing RAG with GEval for Conciseness & Completeness Metrics.mp4
MP4
66.1 MB
5 -Testing an AI Agent without using Actual SUT (Contd.).mp4
MP4
42.4 MB
5 -Understanding Ollama with few more command line interface commands.mp4
MP4
13.4 MB
6 -General Purpose Metrics - Detect Harmfulness from the content generated.mp4
MP4
63.2 MB
6 -Running Evaluation to verify RAG and check the same from Confident AI.mp4
MP4
49.1 MB
6 -Starting Ollama with API to run as a API server.mp4
MP4
31.4 MB
6 -Testing AI Agents with Actual System instead of Fake System.mp4
MP4
43.1 MB
6 -Understanding LLMTestCases in Depth.mp4
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71.3 MB
6 -Using GEval for Custom Criteria to Evaluate LLM.mp4
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75.7 MB
7 -Testing AI Agents with Multiple Datasets.mp4
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59.3 MB
7 -Understanding Golden And Dataset in Depth.mp4
MP4
76.6 MB
7 -Using GEval to perform Bias Testing using Local LLMs.mp4
MP4
52.1 MB
8 -Creating Goldens using List Array.mp4
MP4
66.5 MB
Bonus Resources.txt
TXT
102.4 B
Get Bonus Downloads Here.url
URL
204.8 B

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