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[ FreeCourseWeb com ] Advanced Retrieval Augmented Generation
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1 - Introduction & Setup
1 - 000_INTRO_post_processed.mp4.mp4
2 - 00_SETUP_01_OPENAI_API_KEY.mp4.mp4
3 - 00_SETUP_02_INSTALL_VIRTUAL_ENV_JUPYTER.mp4.mp4
4 - 00_SETUP_03_DOCKER_LANGFUSE.mp4.mp4
5 - 00_SETUP_04_CREATE_REPO_FOR_OUR_CODE.mp4.mp4
2 - Section 1 - Making our LLM powered systems more Robust
1 - 01_ROBUSTNESS_01_PROTECT_API_KEY_WITH_DOTENV.mp4.mp4
10 - fname 01_ROBUSTNESS_10_Update_Wrappertscproj.mp4.mp4
11 - 01_ROBUSTNESS_11_TRACING_LANGFUSE.mp4.mp4
12 - 01_ROBUSTNESS_12_Tracing+Caching.mp4.mp4
13 - 01_ROBUSTNESS_13_Retrying_Decorator.mp4.mp4
14 - 01_ROBUSTNESS_14_Demo_Retry_and_putting_it_all_together.mp4.mp4
15 - 01_ROBUSTNESS_15_theory_structured_outputs_agentic_patterns_post_processed.mp4.mp4
16 - 01_ROBUSTNESS_16_STRUCTURED_OUTPUTS_DEMO_post_processed.mp4.mp4
17 - 01_ROBUSTNESS_17_Robust_Structured_Outputs_post_processed.mp4.mp4
18 - 01_ROBUSTNESS_18_Section_Conclusion_post_processed.mp4.mp4
2 - 01_ROBUSTNESS_02_CALLING_AN_OPENAI_LLM.mp4.mp4
3 - 01_ROBUSTNESS_03_THEORY_TOKENS.mp4.mp4
4 - 01_ROBUSTNESS_04_THEORY_LLM.mp4.mp4
5 - 01_ROBUSTNESS_04_ASYNCHRONOUS_CODE.mp4.mp4
6 - 01_ROBUSTNESS_06_THE_FIVE_PROBLEMS_WE_NEED_TO_SOLVE (1).mp4.mp4
7 - 01_ROBUSTNESS_07_Caching_DISKCACHE.mp4.mp4
8 - 01_ROBUSTNESS_08_Caching_LLM_Calls_Cached.mp4.mp4
9 - 01_ROBUSTNESS_09_ignore_cache_dir.mp4.mp4
3 - Section 2 - Measure and Improve Performance of the Retrieval System
1 - 02_RETRIEVAL_01_SECTION_INTRODUCTION_post_processed.mp4.mp4
4 - Section 2 - Part 1 - Generating a Synthetic Evaluation Dataset
1 - 02_RETRIEVAL_02_DATASET_INTRODUCTION_post_processed.mp4.mp4
2 - 02_RETRIEVAL_03_LOAD_DATASET_post_processed.mp4.mp4
3 - 02_RETRIEVAL_04_HOW_TO_GENERATE_post_processed.mp4.mp4
SECTION_02_01_EVALUATION_DATA_GENERATION_.ipynb.ipynb
paul_allen_sent_emails.csv.csv
Bonus Resources.txt
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