dev.to
Beginner’s Tutorial: Bridging BTC and ETH Using RenBridge
In a multi-chain world where digital assets live across ecosystems, cross-chain interoperability has...
Beginner’s Tutorial: Bridging BTC and ETH Using RenBridge
In a multi-chain world where digital assets live across ecosystems, cross-chain interoperability has...
dev.to
Who are the Best Gitbook Alternatives? My View:
In today's fast-paced development environment, high-quality documentation is no longer optional—it's...
Who are the Best Gitbook Alternatives? My View:
In today's fast-paced development environment, high-quality documentation is no longer optional—it's...
theverge.com
TikTok is using AI-generated alt text to describe photos
Inaccurate alt text is better than no alt text at all.
TikTok is using AI-generated alt text to describe photos
Inaccurate alt text is better than no alt text at all.
auth0.com
Handling the Dual-Write Problem in Distributed Systems
The dual-write problem exists in distributed systems. Let's look at what it is and some of the most common strategies to mitigate it usin...
Handling the Dual-Write Problem in Distributed Systems
The dual-write problem exists in distributed systems. Let's look at what it is and some of the most common strategies to mitigate it usin...
cointelegraph.com
The facet of TradFi most ripe for disruption is equities
Decentralized technologies can revolutionize equity markets, democratizing access and closing the wealth gap by reimagining financial infrastructure.
The facet of TradFi most ripe for disruption is equities
Decentralized technologies can revolutionize equity markets, democratizing access and closing the wealth gap by reimagining financial infrastructure.
dev.to
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
選定理由と所感
Abode ResearchとKAISTの共同研究。
Paper:https://arxiv.org/abs/2409.02361
Code:
Blog:https://zenn.dev/knowledgesense/articles/abf34c417b079e
検索時のRecallを改善する目的で検索結果に多様性を陽に与えるアプローチは従来からよくある。LLMの知識を用いて多様性を与えると反復的に深堀するよりも検索・応答性能が高くなるが、現在のLLMの特性に依存する面があると思われる。
概要
【社会課題】
search-o1 と同じ
【技術課題】
ユーザークエリと検索対象の文書集合の母集団分布には常に乖離があり、１回の検索では適切な文書を取得することが困難である。又、事前検証実験により中途半端な情報、余計な情報が交じるとLLMの回答性能はかえって悪化することがわかっている（図３）。
そして既存の反復的なRAG戦略(例:[Shao2023])は検索回数の増加による時間コスト、資金コストの増大という欠点があった。
【提案】
Diversify（多...
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
選定理由と所感
Abode ResearchとKAISTの共同研究。
Paper:https://arxiv.org/abs/2409.02361
Code:
Blog:https://zenn.dev/knowledgesense/articles/abf34c417b079e
検索時のRecallを改善する目的で検索結果に多様性を陽に与えるアプローチは従来からよくある。LLMの知識を用いて多様性を与えると反復的に深堀するよりも検索・応答性能が高くなるが、現在のLLMの特性に依存する面があると思われる。
概要
【社会課題】
search-o1 と同じ
【技術課題】
ユーザークエリと検索対象の文書集合の母集団分布には常に乖離があり、１回の検索では適切な文書を取得することが困難である。又、事前検証実験により中途半端な情報、余計な情報が交じるとLLMの回答性能はかえって悪化することがわかっている（図３）。
そして既存の反復的なRAG戦略(例:[Shao2023])は検索回数の増加による時間コスト、資金コストの増大という欠点があった。
【提案】
Diversify（多...
dev.to
Should You Cache Buffer When Using Boost Beast HTTP Request?
When working with Boost.Beast to handle HTTP requests in C++, you'll often deal with both a request...
Should You Cache Buffer When Using Boost Beast HTTP Request?
When working with Boost.Beast to handle HTTP requests in C++, you'll often deal with both a request...
dev.to
How to Set Up MySQL client-server on AWS Using Terraform
Introduction In this guide, I will walk you through setting up MySQL Client-Server on AWS using...
How to Set Up MySQL client-server on AWS Using Terraform
Introduction In this guide, I will walk you through setting up MySQL Client-Server on AWS using...
dev.to
My Journey into Python and DevOps Begins
Hey everyone! 👋 I'm Shravan Jain, a student who recently found a niche in coding. I’ve always been...
My Journey into Python and DevOps Begins
Hey everyone! 👋 I'm Shravan Jain, a student who recently found a niche in coding. I’ve always been...
dev.to
Designing a successful Application Security Program: Strategies, Practices and tools for optimal Results
The complexity of contemporary software development necessitates an extensive, multi-faceted approach...
Designing a successful Application Security Program: Strategies, Practices and tools for optimal Results
The complexity of contemporary software development necessitates an extensive, multi-faceted approach...
dev.to
Card Folder Style - A Stylish and Modern Card Design for Web Applications
Hello, Dev Community! 👋 Today, I am thrilled to share with you my latest project: Card Folder Style,...
Card Folder Style - A Stylish and Modern Card Design for Web Applications
Hello, Dev Community! 👋 Today, I am thrilled to share with you my latest project: Card Folder Style,...
dev.to
"Listings" have been fully removed from Forem Core
We deprecated "listings" in late 2023 with notice that this would be eventually removed from the...
"Listings" have been fully removed from Forem Core
We deprecated "listings" in late 2023 with notice that this would be eventually removed from the...
dev.to
Streamlining Multi-Tenant Kubernetes: A Practical Implementation Guide for 2025
Let's face it: running multiple applications on separate clusters is a resource nightmare. If you've...
Streamlining Multi-Tenant Kubernetes: A Practical Implementation Guide for 2025
Let's face it: running multiple applications on separate clusters is a resource nightmare. If you've...
dev.to
Do you know how it works? - JS Getters & Setters?
TL;DR Getters and setters allow you to control access to class properties. Setters are used to...
Do you know how it works? - JS Getters & Setters?
TL;DR Getters and setters allow you to control access to class properties. Setters are used to...
dev.to
My Journey Through `this` in JavaScript: From Confusion to Clarity
When I first started learning JavaScript, one word kept showing up in every tutorial, every error...
My Journey Through `this` in JavaScript: From Confusion to Clarity
When I first started learning JavaScript, one word kept showing up in every tutorial, every error...