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Unbundling the Graph in GraphRAG

O'Reilly Media - Ideas

What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard system architectures for AI from the 1970s–1980s. In some cases, knowledge graphs must be constructed using ontologies (such as from NIST) as guardrails or for other considerations.

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A Detailed Guide on Conducting Effective System Design Interviews

Hacker Earth Developers Blog

Additionally, system design interviews evaluate a candidate’s holistic understanding of system architecture, encouraging them to consider the entire system rather than focusing on isolated components. Point out areas for improvement and provide constructive criticism.

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Foundation Model for Personalized Recommendation

Netflix Tech

This scenario underscored the need for a new recommender system architecture where member preference learning is centralized, enhancing accessibility and utility across different models. Particularly, these models predominantly extract features from members recent interaction histories on the platform.

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Need Business Agility? Boost Your IT Capabilities!

Xebia

That’s why modern IT organizations and teams use the continuous delivery pipeline, where features evolve seamlessly from idea to construction to testing and finally to production. Security controls are built into the system architecture. Launching product features is best done without obstacles in the delivery pipeline.

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Reinforcement Learning for Budget Constrained Recommendations

Netflix Tech

by Ehtsham Elahi with James McInerney , Nathan Kallus , Dario Garcia Garcia and Justin Basilico Introduction This writeup is about using reinforcement learning to construct an optimal list of recommendations when the user has a finite time budget to make a decision from the list of recommendations.

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Key Software Visualization Tools and Benefits

Apiumhub

Data Flow Visualization Data Flow Diagrams: Depicts how data moves through a system, showing the flow of information between various components. System Architecture Visualization System Overview Diagrams: Provide a high-level view of the entire software system, including its components and their interactions.

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How Vidmob is using generative AI to transform its creative data landscape

AWS Machine Learning - AI

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.