Maven - Systematically Improving RAG Applications (5.2025)
File List
- 010. Office Hour MAY 22.mp4 789.6 MB
- Bonus/Cohort 1 Office Hours Building Resilient RAG Systems for Large-Scale Data Office Hours.mp4 516.5 MB
- Bonus/RAG Cohort 1 - Workshop 2.mp4 489.9 MB
- Bonus/Cohort 1 Office Hours Evaluating Agent Performance and Planning Reliability in AI Systems APAC Office Hours.mp4 471.8 MB
- Bonus/Cohort 1 Office Hours Building Scalable Systems with DAGs and Serverless for RAG APAC Office Hours.mp4 457.4 MB
- Bonus/Cohort 1 Office Hours Smart Routing and Query Optimization for Advanced Retrieval Systems Office Hours.mp4 407.1 MB
- Bonus/Cohort 1 Office Hours Handling Real-Time Insights & Advanced Retrieval Challenges APAC Office Hours.mp4 398.4 MB
- Bonus/Cohort 1 Office Hours Using AI to Streamline Query Understanding & User Feedback Office Hours.mp4 334.0 MB
- Bonus/RAG Cohort 1 - Workshop 6.mp4 303.5 MB
- Bonus/RAG Cohort 1 - Workshop 5.mp4 300.3 MB
- 09. Semantic search over the web with Exa [Will Bryk].mp4 290.3 MB
- Bonus/06. Cohort 1 Guest Lectures Cohere's Guide to RAG Complexity and Tips from Modal Labs.mp4 273.9 MB
- Bonus/Cohort 1 Office Hours Optimizing Planner and Feedback Mechanisms in RAG Systems APAC Office Hours.mp4 263.4 MB
- Bonus/Cohort 1 Office Hours Data Flywheels & Fine-Tuning Re-Rankers for Retrieval Systems Office Hours.mp4 258.0 MB
- Bonus/01. Cohort 1 Guest Lectures . Building Dynamic AI Memory Systems Sam Whitmore's Approach to Personalization.mp4 209.3 MB
- Bonus/RAG Cohort 1 - Workshop 1.mp4 202.0 MB
- Bonus/Cohort 2 Guest Lectures Common Mistakes People Make with Evals [Hamel Husain].mp4 201.2 MB
- Bonus/RAG Cohort 1 - Workshop 4.mp4 198.8 MB
- 08. Understanding Embedding Performance through Generative Evals [Kelly Hong].mp4 195.1 MB
- Bonus/04. Cohort 1 Guest Lectures Multimodal RAG, Hybrid Search & Re-ranking Tips with LanceDB and Unstructured.mp4 194.0 MB
- Bonus/02. Cohort 1 Guest Lectures Text Chunking in RAG Essential Guide with Anton from ChromaDB.mp4 190.6 MB
- Bonus/RAG Cohort 1 - Workshop 3.mp4 187.4 MB
- Bonus/07. Cohort 1 Guest Lectures Boosting BM25 with Generative AI Insights from Doug Turnbull.mp4 149.4 MB
- Bonus/05. Cohort 1 Guest Lectures Leveraging User Feedback for Better RAG Systems Lessons from Zapier Central.mp4 142.7 MB
- 07. Office Hours MAY 20.mp4 132.7 MB
- Bonus/03. Cohort 1 Guest Lectures Custom RAG Evaluations w Vespa.ai.mp4 122.1 MB
- Bonus/Cohort 2 Guest Lectures Building scalable RAG applications Evolving workflows for sharing and optimization [Ankur Goyal].mp4 111.8 MB
- Bonus/Cohort 2 Guest Lectures Building document workflow agents with Jerry Liu from Llama Index.mp4 108.3 MB
- Bonus/Cohort 2 Guest Lectures Inside Glean Fine-Tuning Embedding Models for Optimized AI and Enterprise Search.mp4 100.9 MB
- Bonus/Cohort 2 Guest Lectures Organizing Your Data for Query Routing [Anton Troynikov from ChromaDB].mp4 97.0 MB
- Bonus/Cohort 2 Guest Lectures Lexical Love Rediscovering the Power of Text in RAG [John Berryman].mp4 93.6 MB
- 06. Introductions.mp4 80.2 MB
- 011. Optional Notebook Office Hour MAY 22.mp4 65.7 MB
- 02. Lecture 1_ synthetic data, fake it until you make it - Descript.mp4 57.8 MB
- Bonus/Cohort 1 Office Hours Beyond Dense Embeddings Exploring Colbert, SPLADE, & Advanced Retrieval Techniques Office Hours.mp4 57.3 MB
- 04. Week 1 - 2 _ Benchmarking Retrieval - Descript.mp4 53.3 MB
- 01. Lecture 0_ Introductions - Descript.mp4 45.5 MB
- 03. Week 1 - 1 _ Synthetic Questions - Descript.mp4 42.2 MB
- 05. Week 1 - 3 _ Statistical Validation - Descript.mp4 26.1 MB
- code/Week 1 Study Notes - Understanding Embedding Performance through Generative Evals.pdf 2.3 MB
- code/Session 0 - Introduction.pdf 1.2 MB
- code/Session 1 - Kickstart the Data Flywheel - Fake it till you make it_.pdf 611.4 KB
- code/Study Notes - Semantic search over the web with Exa [Will Bryk].txt 15.3 KB
- code/Office Hour Study Notes MAY 22.txt 13.4 KB
- code/Study Notes - Understanding Embedding Performance through Generative Evals.txt 10.9 KB
- code/Office Hour FAQs MAY 22.txt 5.4 KB
- code/FAQs - Understanding Embedding Performance through Generative Evals.txt 5.0 KB
- code/FAQs - Semantic search over the web with Exa [Will Bryk].txt 4.9 KB
- code/Week 2 Lecture 2 Finetuning Rerankers and Embeddings.txt 2.1 KB
- code/Week 2 Session 2 Tutorials.txt 1.5 KB
- code/Week 1 Session 1 Tutorials.txt 81 bytes
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