[ WebToolTip.com ] Udemy - Testing LLMs - With DeepEval, Promptfoo, RAG and CI - CD

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1. Welcome to testing LLM applications.mp4

65 MB

~Get Your Files Here !/2 - LLM Testing - What you need to know now/2. Why LLM Testing is a different beast.mp4

204 MB

~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 !/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 MB

~Get Your Files Here !/3 - Environment Setup - Ollama and Python/4. Why and what installations will we need.mp4

22 MB

~Get Your Files Here !/3 - Environment Setup - Ollama and Python/5. Ollama Setup — Commands Reference.docx

758 kB

~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 MB

~Get Your Files Here !/3 - Environment Setup - Ollama and Python/6. Course Assignment - Module 2_ Environment & Foundations (Ollama).docx

311 kB

~Get Your Files Here !/3 - Environment Setup - Ollama and Python/6. Python_Pytest_Setup_Guide.docx

10 kB

~Get Your Files Here !/3 - Environment Setup - Ollama and Python/6. Setting up python, and evaluation frameworks.mp4

17 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/10. Measuring Relevance using GEval.mp4

44 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/11. Measuring Faithfulness using GEval.mp4

71 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/12. Measuring Hallucination and Citation check using GEval.mp4

61 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/13. Course Assignment - Module 3_ DeepEval Deep Dive (Metrics).docx

311 kB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/13. Measuring Toxicity and Bias using GEVal.mp4

52 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. Evaluation_Metrics.ipynb.bin

356 kB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. Google_Colab_Quick_Guide.md

1.6 kB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. LLM_Evaluation_Metrics_Reference.pdf

28 kB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. Setting up your first evaluation metric using DeepEval.mp4

207 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/7. evaluation_metrics_complete.py

38 kB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/8. Setup script and DeepEval Resources.mp4

17 MB

~Get Your Files Here !/4 - Writing code for Evaluation Metrics/9. Measuring Correctness using GEval.mp4

82 MB

~Get Your Files Here !/5 - Testing a mock RAG Application/14. Introduction to RAG Application Testing.mp4

20 MB

~Get Your Files Here !/5 - Testing a mock RAG Application/15. RAG Test run setup.mp4

65 MB

~Get Your Files Here !/5 - Testing a mock RAG Application/16. Course Assignment - Module 4_ RAG Testing.docx

311 kB

~Get Your Files Here !/5 - Testing a mock RAG Application/16. RAG Testing and Evaluation.mp4

128 MB

~Get Your Files Here !/5 - Testing a mock RAG Application/16. RAG.ipynb.bin

177 kB

~Get Your Files Here !/5 - Testing a mock RAG Application/16. rag.py

16 kB

~Get Your Files Here !/6 - Agents and their testing/17. Challenges in testing AI Agents.mp4

32 MB

~Get Your Files Here !/6 - Agents and their testing/18. Agents testing in action.mp4

187 MB

~Get Your Files Here !/6 - Agents and their testing/18. Agents.ipynb.bin

133 kB

~Get Your Files Here !/6 - Agents and their testing/18. Course Assignment - Module 5_ AI Agent & Tool-Call Testing.docx

311 kB

~Get Your Files Here !/6 - Agents and their testing/18. agents.py

13 kB

~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/19. What is Promptfoo and how it helps.mp4

71 MB

~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. Course Assignment - Module 6_ Promptfoo & Adversarial Testing.docx

516 kB

~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. Promptfoo.ipynb.bin

162 kB

~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. Testing with Promptfoo - hands on.mp4

219 MB

~Get Your Files Here !/7 - Promptfoo Introduction and live walkthru/20. promptfoo.py

14 kB

~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/21. Important things to note when implementing LLM Evaluations on CI.mp4

139 MB

~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. CI_CD.ipynb.bin

6.2 kB

~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. Course Assignment - Module 7_ CI_CD Integration.docx

515 kB

~Get Your Files Here !/8 - CI CD for LLM Applications and Evaluations/22. Important files walkthru for CI.mp4

40 MB

~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/23. Building a production ready project with github actions.mp4

194 MB

~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 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 !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/app/__init__.py

145 B

~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 !/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 !/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/gitignore

279 B

~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/pytest.ini

307 B

~Get Your Files Here !/9 - Capstone Project Walkthrough - End to End setup with tests,evals and CI/llm-testing-capstone-main/requirements.txt

47 B

~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/__init__.py

20 B

~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 !/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/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_security.py

1.1 kB

~Get Your Files Here !/Bonus Resources.txt

70 B