Will Amazon S3 Vectors Kill Vector Databases—or Save Them? - Zilliz blog
AWS S3 Vectors aims for 90% cost savings for vector storage. But will it kill vectordbs like Milvus? A deep dive into costs, limits, and the future of tiered storage.
AI Agents Need Data Integrity - Schneier on Security
Think of the Web as a digital territory with its own social contract. In 2014, Tim Berners-Lee called for a “Magna Carta for the Web” to restore the balance of power between individuals and institutions. This mirrors the original charter’s purpose: ensuring that those who occupy a territory have a meaningful stake in its governance. Web 3.0—the distributed, decentralized Web of tomorrow—is finally poised to change the Internet’s dynamic by returning ownership to data creators. This will change many things about what’s often described as the “CIA triad” of ...
35% off our evals course: https://bit.ly/evals-ai
Vincent introduces Marimo, a reactive notebook environment. He walks us through the features of Marimo, including interactive and reactive charts and widget integration. Vincent demonstrates how you can use these components to build annotation apps for evals. Vincent also highlights differences between Marimo and traditional Jupyter Notebooks.
Links:
1. Repo w/notebook: https://github.com/koaning/molabel
2. Vincen'ts drawing pad: https://www.amazon.com/Inspiroy-H640P-Graphics-Battery-Free-Sensitivity/dp/B075T6MTJX
3. Vincent's sites: https://koaning.io , and https://calmcode.io/
00:00 Introduction to Data Science Journey
00:27 Exploring the Chick Weight Dataset
00:57 Interactive Data Analysis with Marimo
02:04 Importance of Looking at Data
03:32 Advanced Data Visualization Techniques
05:14 Introduction to Marimo's Unique Features
06:44 Reactive Programming in Marmo
12:50 AI Integration and Custom Rules
15:30 Marimo's Storage and Export Options
27:16 Advanced Visualization and Annotation
37:10 Introduction to Any Widget
37:45 Building Custom Widgets
38:56 Showcasing the Scatter Widget
40:29 Defining Widgets with Any Widget
45:58 Annotation Widgets and Their Uses
52:14 Exploring More Widget Capabilities
01:01:32 Marimo's App Mode and Deployment
01:03:37 Final Thoughts and Future Directions
01:04:45 Q&A and Closing Remarks
MinIO | High Performance, Kubernetes Native Object Storage
MinIO is a high-performance, S3 compatible object store. It is built for
large scale AI/ML, data lake and database workloads. It runs on-prem and
on any cloud (public or private) and from the data center to the edge. MinIO
is software-defined and open source under GNU AGPL v3.
Synthea is a Synthetic Patient Population Simulator that is used to generate the synthetic patients within SyntheticMass. Synthea outputs synthetic, realistic but not real patient data and associated health records in a variety of formats. Read our wiki for more information.
Wizard of Wikipedia is a large dataset with conversations directly grounded with knowledge retrieved from Wikipedia. It is used to train and evaluate dialogue systems for knowledgeable open dialogue with clear grounding