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Systematically Improving RAG Applications
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Bonus Content
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Main Content
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Matrials & Code
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Dec 22, 2025 me
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My Drive
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Systematically Improving RAG Applications
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Cohort 1
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Dec 22, 2025 me
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Cohort 2
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Dec 22, 2025 me
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Workshops
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Dec 22, 2025 me
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My Drive
Data
Systematically Improving RAG Applications
Bonus Content
Cohort 1
01_Cohort_1_Guest_Lectures_Building_Dynamic_AI_Memory_Systems_Sam - Copy (2).mp4
01_Cohort_1_Guest_Lectures_Building_Dynamic_AI_Memory_Systems_Sam - Copy (2).mp4
me
Dec 22, 2025 me
515.1 MB
02_Cohort_1_Guest_Lectures_Text_Chunking_in_RAG_Essential_Guide.mp4
02_Cohort_1_Guest_Lectures_Text_Chunking_in_RAG_Essential_Guide.mp4
me
Dec 22, 2025 me
194.1 MB
03_Cohort_1_Guest_Lectures_Custom_RAG_Evaluations_w_Vespa_ai.mp4
03_Cohort_1_Guest_Lectures_Custom_RAG_Evaluations_w_Vespa_ai.mp4
me
Dec 22, 2025 me
406 MB
04_Cohort_1_Guest_Lectures_Multimodal_RAG,_Hybrid_Search_&_Re_ranking.mp4
04_Cohort_1_Guest_Lectures_Multimodal_RAG,_Hybrid_Search_&_Re_ranking.mp4
me
Dec 22, 2025 me
215.7 MB
05_Cohort_1_Guest_Lectures_Leveraging_User_Feedback_for_Better_RAG.mp4
05_Cohort_1_Guest_Lectures_Leveraging_User_Feedback_for_Better_RAG.mp4
me
Dec 22, 2025 me
170.7 MB
06_Cohort_1_Guest_Lectures_Cohere
06_Cohort_1_Guest_Lectures_Cohere's_Guide_to_RAG_Complexity_and.mp4
me
Dec 22, 2025 me
294.9 MB
07_Cohort_1_Guest_Lectures_Boosting_BM25_with_Generative_AI_Insights.mp4
07_Cohort_1_Guest_Lectures_Boosting_BM25_with_Generative_AI_Insights.mp4
me
Dec 22, 2025 me
160.1 MB
Cohort_1_Office_Hours_Beyond_Dense_Embeddings_Exploring_Colbert.mp4
Cohort_1_Office_Hours_Beyond_Dense_Embeddings_Exploring_Colbert.mp4
me
Dec 22, 2025 me
216.3 MB
Cohort_1_Office_Hours_Building_Resilient_RAG_Systems_for_Large_Scale.mp4
Cohort_1_Office_Hours_Building_Resilient_RAG_Systems_for_Large_Scale.mp4
me
Dec 22, 2025 me
515 MB
Cohort_1_Office_Hours_Building_Scalable_Systems_with_DAGs_and_Serverless - Copy.mp4
Cohort_1_Office_Hours_Building_Scalable_Systems_with_DAGs_and_Serverless - Copy.mp4
me
Dec 22, 2025 me
457.7 MB
Cohort_1_Office_Hours_Building_Scalable_Systems_with_DAGs_and_Serverless.mp4
Cohort_1_Office_Hours_Building_Scalable_Systems_with_DAGs_and_Serverless.mp4
me
Dec 22, 2025 me
457.7 MB
Cohort_1_Office_Hours_Data_Flywheels_&_Fine_Tuning_Re_Rankers_for.mp4
Cohort_1_Office_Hours_Data_Flywheels_&_Fine_Tuning_Re_Rankers_for.mp4
me
Dec 22, 2025 me
256 MB
Cohort_1_Office_Hours_Evaluating_Agent_Performance_and_Planning.mp4
Cohort_1_Office_Hours_Evaluating_Agent_Performance_and_Planning.mp4
me
Dec 22, 2025 me
470.4 MB
Cohort_1_Office_Hours_Handling_Real_Time_Insights_&_Advanced_Retrieval.mp4
Cohort_1_Office_Hours_Handling_Real_Time_Insights_&_Advanced_Retrieval.mp4
me
Dec 22, 2025 me
403.1 MB
Cohort_1_Office_Hours_Optimizing_Planner_and_Feedback_Mechanisms.mp4
Cohort_1_Office_Hours_Optimizing_Planner_and_Feedback_Mechanisms.mp4
me
Dec 22, 2025 me
264.1 MB
Cohort_1_Office_Hours_Smart_Routing_and_Query_Optimization_for_Advanced.mp4
Cohort_1_Office_Hours_Smart_Routing_and_Query_Optimization_for_Advanced.mp4
me
Dec 22, 2025 me
406.3 MB
Cohort_1_Office_Hours_Using_AI_to_Streamline_Query_Understanding.mp4
Cohort_1_Office_Hours_Using_AI_to_Streamline_Query_Understanding.mp4
me
Dec 22, 2025 me
333.6 MB
My Drive
Data
Systematically Improving RAG Applications
Bonus Content
Cohort 2
Cohort_2_Guest_Lectures_Building_document_workflow_agents_with_Jerry.mp4
Cohort_2_Guest_Lectures_Building_document_workflow_agents_with_Jerry.mp4
me
Dec 22, 2025 me
108.8 MB
Cohort_2_Guest_Lectures_Building_scalable_RAG_applications_Evolving.mp4
Cohort_2_Guest_Lectures_Building_scalable_RAG_applications_Evolving.mp4
me
Dec 22, 2025 me
114.3 MB
Cohort_2_Guest_Lectures_Common_Mistakes_People_Make_with_Evals_Hamel.mp4
Cohort_2_Guest_Lectures_Common_Mistakes_People_Make_with_Evals_Hamel.mp4
me
Dec 22, 2025 me
201.9 MB
Cohort_2_Guest_Lectures_Inside_Glean_Fine_Tuning_Embedding_Models.mp4
Cohort_2_Guest_Lectures_Inside_Glean_Fine_Tuning_Embedding_Models.mp4
me
Dec 22, 2025 me
385.2 MB
Cohort_2_Guest_Lectures_Lexical_Love_Rediscovering_the_Power_of.mp4
Cohort_2_Guest_Lectures_Lexical_Love_Rediscovering_the_Power_of.mp4
me
Dec 22, 2025 me
284 MB
Cohort_2_Guest_Lectures_Organizing_Your_Data_for_Query_Routing_Anton.mp4
Cohort_2_Guest_Lectures_Organizing_Your_Data_for_Query_Routing_Anton.mp4
me
Dec 22, 2025 me
367.4 MB
My Drive
Data
Systematically Improving RAG Applications
Bonus Content
Workshops
RAG Cohort 1 - Workshop 1.mp4
RAG Cohort 1 - Workshop 1.mp4
me
Dec 22, 2025 me
258.3 MB
RAG Cohort 1 - Workshop 2.mp4
RAG Cohort 1 - Workshop 2.mp4
me
Dec 22, 2025 me
642.4 MB
RAG Cohort 1 - Workshop 3.mp4
RAG Cohort 1 - Workshop 3.mp4
me
Dec 22, 2025 me
208.6 MB
RAG Cohort 1 - Workshop 4.mp4
RAG Cohort 1 - Workshop 4.mp4
me
Dec 22, 2025 me
241.9 MB
RAG Cohort 1 - Workshop 5.mp4
RAG Cohort 1 - Workshop 5.mp4
me
Dec 22, 2025 me
407.5 MB
RAG Cohort 1 - Workshop 6.mp4
RAG Cohort 1 - Workshop 6.mp4
me
Dec 22, 2025 me
418.9 MB
My Drive
Data
Systematically Improving RAG Applications
Main Content
01. Lecture 0_ Introductions - Descript.mp4
01. Lecture 0_ Introductions - Descript.mp4
me
Dec 22, 2025 me
46.1 MB
02_Lecture_1_synthetic_data,_fake_it_until_you_make_it_Descript.mp4
02_Lecture_1_synthetic_data,_fake_it_until_you_make_it_Descript.mp4
me
Dec 22, 2025 me
211.6 MB
03. Week 1 - 1 _ Synthetic Questions - Descript.mp4
03. Week 1 - 1 _ Synthetic Questions - Descript.mp4
me
Dec 22, 2025 me
41.8 MB
04. Week 1 - 2 _ Benchmarking Retrieval - Descript.mp4
04. Week 1 - 2 _ Benchmarking Retrieval - Descript.mp4
me
Dec 22, 2025 me
52 MB
05. Week 1 - 3 _ Statistical Validation - Descript.mp4
05. Week 1 - 3 _ Statistical Validation - Descript.mp4
me
Dec 22, 2025 me
26.1 MB
06. Introductions.mp4
06. Introductions.mp4
me
Dec 22, 2025 me
104.5 MB
07. Office Hours MAY 20.mp4
07. Office Hours MAY 20.mp4
me
Dec 22, 2025 me
133.2 MB
08_Understanding_Embedding_Performance_through_Generative_Evals.mp4
08_Understanding_Embedding_Performance_through_Generative_Evals.mp4
me
Dec 22, 2025 me
197.7 MB
09. Semantic search over the web with Exa [Will Bryk].mp4
09. Semantic search over the web with Exa [Will Bryk].mp4
me
Dec 22, 2025 me
331.8 MB
010. Office Hour MAY 22.mp4
010. Office Hour MAY 22.mp4
me
Dec 22, 2025 me
789 MB
011. Optional Notebook Office Hour MAY 22.mp4
011. Optional Notebook Office Hour MAY 22.mp4
me
Dec 22, 2025 me
65.3 MB
012_Online_Evals_and_Production_Monitoring_Ben_Hylak_&_Sidhant_Bendre.mp4
012_Online_Evals_and_Production_Monitoring_Ben_Hylak_&_Sidhant_Bendre.mp4
me
Dec 22, 2025 me
131.5 MB
013_Data_is_Everything_Finding_needles_in_multimodal_haystacks_Rajan.mp4
013_Data_is_Everything_Finding_needles_in_multimodal_haystacks_Rajan.mp4
me
Dec 22, 2025 me
224.9 MB
014. Week 2 Office Hour MAY 27.mp4
014. Week 2 Office Hour MAY 27.mp4
me
Dec 22, 2025 me
821.9 MB
015. Week 2 Office Hour MAY 29.mp4
015. Week 2 Office Hour MAY 29.mp4
me
Dec 22, 2025 me
550 MB
016. Optional Notebook Office Hour MAY 29.mp4
016. Optional Notebook Office Hour MAY 29.mp4
me
Dec 22, 2025 me
151.1 MB
017. Lecture 3 Product UX Feedback.mp4
017. Lecture 3 Product UX Feedback.mp4
me
Dec 22, 2025 me
58.8 MB
018_Latency_First_How_to_Actually_Make_RAG_&_Agents_Fast_Aarush.mp4
018_Latency_First_How_to_Actually_Make_RAG_&_Agents_Fast_Aarush.mp4
me
Dec 22, 2025 me
418.5 MB
019_Week_3_RAG_Without_APIs_When_Function_Calling_Talks_to_Your.mp4
019_Week_3_RAG_Without_APIs_When_Function_Calling_Talks_to_Your.mp4
me
Dec 22, 2025 me
297.7 MB
My Drive
Data
Systematically Improving RAG Applications
Matrials & Code
txt icon
FAQs - Semantic search over the web with Exa [Will Bryk].txt
me
Dec 22, 2025 me
4.9 KB
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FAQs - Understanding Embedding Performance through Generative Evals.txt
me
Dec 22, 2025 me
5 KB
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Office Hour FAQs MAY 22.txt
me
Dec 22, 2025 me
5.4 KB
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Office Hour Study Notes MAY 22.txt
me
Dec 22, 2025 me
13.4 KB
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Session 0 - Introduction.pdf
me
Dec 22, 2025 me
1.4 MB
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Session 1 - Kickstart the Data Flywheel - Fake it till you make it_.pdf
me
Dec 22, 2025 me
0.9 MB
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Session 3 - The Art of RAG UX - Turning Design into Data.pdf
me
Dec 22, 2025 me
4 MB
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Study Notes - Semantic search over the web with Exa [Will Bryk].txt
me
Dec 22, 2025 me
15.3 KB
txt icon
Study Notes - Understanding Embedding Performance through Generative Evals.txt
me
Dec 22, 2025 me
10.9 KB
txt icon
Week 1 Session 1 Tutorials.txt
me
Dec 22, 2025 me
81 B
pdf icon
Week 1 Study Notes - Understanding Embedding Performance through Generative Evals.pdf
me
Dec 22, 2025 me
2.4 MB
txt icon
Week 2 FAQs Data is Everything Finding needles in multimodal haystacks.txt
me
Dec 22, 2025 me
6.8 KB
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Week 2 FAQs Online Evals and Production Monitoring [Ben Hylak & Sidhant Bendre].txt
me
Dec 22, 2025 me
5.5 KB
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Week 2 Improving RAG.pdf
me
Dec 22, 2025 me
25.5 MB
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Week 2 Lecture 2 Finetuning Rerankers and Embeddings.txt
me
Dec 22, 2025 me
2.1 KB
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Week 2 Office Hour - FAQs 2 29.txt
me
Dec 22, 2025 me
4.1 KB
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Week 2 Office Hour - FAQs MAY 27.txt
me
Dec 22, 2025 me
5.6 KB
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Week 2 Office Hour - Study Notes MAY 27.txt
me
Dec 22, 2025 me
11.8 KB
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Week 2 Office Hour - Study Notes MAY 29.txt
me
Dec 22, 2025 me
12.8 KB
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Week 2 Session 2 Tutorials.txt
me
Dec 22, 2025 me
1.5 KB
txt icon
Week 2 Study Notes Data is Everything Finding needles in multimodal haystacks.txt
me
Dec 22, 2025 me
14 KB
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Week 2 Study Notes Online Evals and Production Monitoring [Ben Hylak & Sidhant Bendre].txt
me
Dec 22, 2025 me
12.8 KB
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Week 3 FAQs Latency First How to Actually Make RAG & Agents Fast [Aarush Sah].txt
me
Dec 22, 2025 me
5.5 KB
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Week 3 FAQs RAG Without APIs When Function Calling Talks to Your Browser.txt
me
Dec 22, 2025 me
4.9 KB
txt icon
Week 3 Lecture 3 Product UX Feedback.txt
me
Dec 22, 2025 me
2.3 KB
txt icon
Week 3 Study Notes Latency First How to Actually Make RAG & Agents Fast [Aarush Sah].txt
me
Dec 22, 2025 me
13.3 KB
txt icon
Week 3 Study Notes RAG Without APIs When Function Calling Talks to Your Browser.txt
me
Dec 22, 2025 me
14.9 KB