Gilbane Advisor: Text + KG embeddings, floppies!, RAG systems
This week we feature articles from Sunila Gollapudi, and Leontien Talboom & Chris Knowles.
Additional reading comes from Heather Hedden, Cassie Kozyrkov, and Jim Clyde Monge.
News comes from Elastic, DataStax, Flatfile, and Foxit & Straker Translations.
Note: We’ll be off next week, back on June 5th.
All previous issues are available at https://gilbane.com/gilbane-advisor-index
Opinion / Analysis…
Combine text embeddings and knowledge (graph) embeddings in RAG systems
Sunila Gollapudi provides a good introduction and how-to suitable for technical and not so technical readers.
“In this article, I am excited to present my experiments combining Text Embeddings and Knowledge (Graph) Embeddings and observations on RAG performance. I will start by explaining the concept of Text and Knowledge Embeddings independently, using simple open frameworks, then, we will see how to use both in RAG applications.” (15 min)
Raw flux streams and obscure formats: Further work around imaging 5.25-inch floppy disks
I’m sure the subject has some of you shaking your heads for any number of reasons. But for those connected with digital preservation efforts, this case-study/lessons-learned piece from Leontien Talboom & Chris Knowles at Cambridge University could be very helpful. Some of the comments may also be useful. The just-curious may be shocked at the complexity involved. (8 min)
More Reading
- All the announcements at Microsoft Build — Book of News via Microsoft
- What are Synonym Rings (or Search Thesaurus)? via The Accidental Taxonomist
- Why we urgently need AI control systems via Cassie Kozyrkov
- Useful quick summary… 5 major announcements in Google IO 2024 via Generative AI
- Apple’s upcoming accessibility features, including eye tracking, music haptics, and vocal shortcuts via Apple
Content technology news…
DataStax launches new Hyper-Converged Data Platform
Brings OpenSearch and Apache Pulsar to HCD Platform; DataStax Enterprise 6.9 enables self-managed data workloads for GenAI.
https://www.datastax.com/press-release/datastax-launches-new-hyper-converged-data-platform-giving-enterprises-the-complete-modern-data-center-suite-ceeded-for-ai-in-production
Elastic announced Search AI Lake to scale low latency search
Architecture optimized for real-time, low-latency applications including search, retrieval augmented generation (RAG), observability & security.
https://ir.elastic.co/news/news-details/2024/Elastic-Announces-First-of-its-kind-Search-AI-Lake-to-Scale-Low-Latency-Search/default.aspx
Flatfile unveils new AI-powered data transformation features
Data transformation and data migration capabilities for business users, data analysts, systems integration teams, and enterprise developers.
https://flatfile.com/news/flatfile-unveils-ai-powered-data-transformation/
Foxit partners with Straker Translations
The collaboration adds translation capabilities to Foxit’s eSignature services, enabling users to translate and sign documents in multiple languages.
https://www.foxit.com ■ https://www.straker.ai
The Gilbane Advisor is authored by Frank Gilbane and is ad-free, cost-free, and curated for content, computing, web, data, and digital experience technology and information professionals. We publish recommended articles and content technology news most Wednesdays. We do not sell or share personal data.
Subscribe | View online | Editorial policy | Privacy policy | Contact
Originally published at https://gilbane.com on May 22, 2024.
