[ WebToolTip.com ] Udemy - Testing LLMs - With DeepEval, Promptfoo, RAG and CI - CD
File List
- ~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. Testing with Promptfoo - hands on.mp4 219.2 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. Setting up your first evaluation metric using DeepEval.mp4 207.3 MB
- ~Get Your Files Here !/2 - LLM Testing - What you need to know now/2. Why LLM Testing is a different beast.mp4 203.7 MB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/23. Building a production ready project with github actions.mp4 193.7 MB
- ~Get Your Files Here !/6 - Agents and their testing/18. Agents testing in action.mp4 186.6 MB
- ~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/21. Important things to note when implementing LLM Evaluations on CI.mp4 138.8 MB
- ~Get Your Files Here !/5 - Testing a mock RAG Application/16. RAG Testing and Evaluation.mp4 127.7 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/9. Measuring Correctness using GEval.mp4 81.7 MB
- ~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/19. What is Promptfoo and how it helps.mp4 71.1 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/11. Measuring Faithfulness using GEval.mp4 70.6 MB
- ~Get Your Files Here !/5 - Testing a mock RAG Application/15. RAG Test run setup.mp4 65.1 MB
- ~Get Your Files Here !/1 - Introduction/1. Welcome to testing LLM applications.mp4 64.6 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/12. Measuring Hallucination and Citation check using GEval.mp4 60.9 MB
- ~Get Your Files Here !/2 - LLM Testing - What you need to know now/3. Why LLM Testing Is a Career-Defining Skill for QA at the moment.mp4 55.0 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/13. Measuring Toxicity and Bias using GEVal.mp4 51.9 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/10. Measuring Relevance using GEval.mp4 43.6 MB
- ~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. Important files walkthru for CI.mp4 40.2 MB
- ~Get Your Files Here !/3 - Environment Setup - Ollama and Python/5. Setting up ollama and trying your first attempt at using a model.mp4 36.2 MB
- ~Get Your Files Here !/6 - Agents and their testing/17. Challenges in testing AI Agents.mp4 32.1 MB
- ~Get Your Files Here !/3 - Environment Setup - Ollama and Python/4. Why and what installations will we need.mp4 22.4 MB
- ~Get Your Files Here !/5 - Testing a mock RAG Application/14. Introduction to RAG Application Testing.mp4 20.4 MB
- ~Get Your Files Here !/3 - Environment Setup - Ollama and Python/6. Setting up python, and evaluation frameworks.mp4 17.3 MB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/8. Setup script and DeepEval Resources.mp4 16.8 MB
- ~Get Your Files Here !/3 - Environment Setup - Ollama and Python/5. Ollama Setup — Commands Reference.docx 758.3 KB
- ~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. Course Assignment - Module 6_ Promptfoo & Adversarial Testing.docx 516.4 KB
- ~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. Course Assignment - Module 7_ CI_CD Integration.docx 515.0 KB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. Evaluation_Metrics.ipynb.bin 356.3 KB
- ~Get Your Files Here !/6 - Agents and their testing/18. Course Assignment - Module 5_ AI Agent & Tool-Call Testing.docx 311.1 KB
- ~Get Your Files Here !/3 - Environment Setup - Ollama and Python/6. Course Assignment - Module 2_ Environment & Foundations (Ollama).docx 311.0 KB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/13. Course Assignment - Module 3_ DeepEval Deep Dive (Metrics).docx 310.7 KB
- ~Get Your Files Here !/5 - Testing a mock RAG Application/16. Course Assignment - Module 4_ RAG Testing.docx 310.6 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/23. Course Assignment - Module 8_ Capstone Project.docx 310.4 KB
- ~Get Your Files Here !/5 - Testing a mock RAG Application/16. RAG.ipynb.bin 177.2 KB
- ~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. Promptfoo.ipynb.bin 161.9 KB
- ~Get Your Files Here !/6 - Agents and their testing/18. Agents.ipynb.bin 133.1 KB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. evaluation_metrics_complete.py 38.4 KB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. LLM_Evaluation_Metrics_Reference.pdf 27.8 KB
- ~Get Your Files Here !/5 - Testing a mock RAG Application/16. rag.py 16.4 KB
- ~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. promptfoo.py 13.7 KB
- ~Get Your Files Here !/6 - Agents and their testing/18. agents.py 13.4 KB
- ~Get Your Files Here !/3 - Environment Setup - Ollama and Python/6. Python_Pytest_Setup_Guide.docx 10.2 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/tests/conftest.py 9.9 KB
- ~Get Your Files Here !/2 - LLM Testing - What you need to know now/3. Course Homework Assignments - Module 1.docx 8.0 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/app/chatbot.py 7.2 KB
- ~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. CI_CD.ipynb.bin 6.2 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/README.md 4.3 KB
- ~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. ci_cd.py 3.8 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/app/knowledge_base.py 2.0 KB
- ~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. Google_Colab_Quick_Guide.md 1.6 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/tests/test_relevance.py 1.3 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/tests/test_faithfulness.py 1.2 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/setup_colab.py 1.1 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/tests/test_security.py 1.1 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/github/workflows/evaluate.yml 1.1 KB
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/pytest.ini 307 bytes
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/gitignore 279 bytes
- Get Bonus Downloads Here.url 180 bytes
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/app/__init__.py 145 bytes
- ~Get Your Files Here !/Bonus Resources.txt 70 bytes
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/requirements.txt 47 bytes
- ~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/tests/__init__.py 20 bytes
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