The Gilbane Advisor

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Gilbane Advisor 2-7-24 — RAG recursive retrieval, AI for 3D rendering

This week we feature articles from Chia Jeng Yang, and Antoine Vidal.

Additional reading comes from AI2 Blog, Jarno van Driel, Anthony Alcaraz, and Manuel Faysse.

News comes from Fivetran & dbt Labs, Mindbreeze & Ariza, Box, and Quark.

All previous issues are available at https://gilbane.com/gilbane-advisor-index


Opinion / Analysis

Advanced RAG and the 3 types of recursive retrieval

Chia Jeng Yang…
“In this article, we dive into the different ways to use Recursive or Iterative Retrieval to help develop self-learning RAG systems that are able to learn over time, and to deeply explore unstructured data, either autonomously, or in directions that you point the knowledge graph to.” (7 min)

https://medium.com/enterprise-rag/advanced-rag-and-the-3-types-of-recursive-retrieval-cdd0fa52e1ba

Using AI for 3D rendering — a practical guide for designers

Antoine Vidal…
“The slow, meticulous process of creating high-quality renders is often incompatible with the fast pace required from early concept ideation. How do we find that balance?” (11 min)

https://uxdesign.cc/using-ai-for-3d-rendering-a-practical-guide-for-designers-a2a037ed1ad0

More Reading

All Gilbane Advisor issues


Content technology news

Fivetran introduces dbt Cloud orchestration integration

Integration enables joint customers to automate transformations post data load, reducing latency, cutting costs, and unlocking data’s potential.
https://www.fivetran.com/data-movement/transformations/dbt-cloud ■ https://www.getdbt.com/product/dbt-cloud

Mindbreeze and Ariza Content Solutions partner

The partnership expects to employ and enhance insights & search experiences and provide companies with better content management capabilities.
https://inspire.mindbreeze.com ■ https://www.arizacs.com

Box announces Box App for Apple Vision Pro

The uniquely immersive experiences and infinite desktop of visionOS transforms how people work with content in the secure Box Content Cloud.
https://blog.box.com/box-apple-vision-pro-brings-your-enterprise-content-life

Quark announces QPP NextGen v3.3

Newest release of Quark Publishing Platform NextGen includes more built-in AI functionality to transform content operations processes.
https://www.quark.com/whats-new-quark-publishing-platform

All content technology news


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 weekly. We do not sell or share personal data.

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Join Bluesky today (bye, invites!)

Via the Bluesky Blog…

Bluesky is building an open social network where anyone can contribute, while still providing an easy-to-use experience for users. For the past year, we used invite codes to help us manage growth while we built features like moderation tooling, custom feeds, and more. Now, we’re ready for anyone to join.

To mark the occasion, we teamed up with Davis Bickford, an artist on the network, to share why we’re excited about Bluesky. And if deep dives are more your style, we worked with Martin Kleppman, author of Designing Data-Intensive Applications and technical advisor to Bluesky, to write a paper that goes into more detail about the technical underpinnings of Bluesky.

In the coming weeks, we’re excited to release the labeling services which will allow users to stack more options on top of their existing moderation preferences. This will allow other organizations and people to run their own moderation services that can account for industry-specific knowledge or specific cultural norms, among other preferences.

When you log in to Bluesky, it might look and feel familiar — the user experience should be straightforward. But under the hood, we’ve designed the app in a way that puts control back in your hands. Here, your experience online isn’t controlled by a single company.

This month, we’ll be rolling out an experimental early version of “federation,” or the feature that makes the network so open and customizable.

https://bsky.social/about/blog/02-06-2024-join-bluesky

Apple releases AI model for instruction-based image editing

via The Verge…

Apple released an open-source AI model, called “MGIE,” that can edit images based on natural language instructions. MGIE (MLLM-Guided Image Editing), leverages multimodal large language models (MLLMs) to interpret user commands and perform pixel-level manipulations. The model can handle various editing aspects, such as Photoshop-style modification, global photo optimization, and local editing. MGIE is the result of a collaboration with researchers from the University of California, Santa Barbara.

MGIE integrates MLLMs into the image editing process in two ways: First, it uses MLLMs to derive expressive instructions from user input. For example, given the input “make the sky more blue”, MGIE can produce the instruction “increase the saturation of the sky region by 20%.”

Second, it uses MLLMs to generate visual imagination, a latent representation of the desired edit. This representation captures the essence of the edit and can be used to guide the pixel-level manipulation. MGIE’s training scheme jointly optimizes the instruction derivation, visual imagination, and image editing modules.

MGIE is available as an open-source project on GitHub. The project provides a demo notebook that shows how to use MGIE for various editing tasks. Users can also try out MGIE through a web demo at Hugging Face Spaces.

https://venturebeat.com/ai/apple-releases-mgie-a-revolutionary-ai-model-for-instruction-based-image-editing/

Franz announces Gruff 9

Franz Inc., an early innovator in Artificial Intelligence (AI) and supplier of knowledge graph technology for Neuro-Symbolic AI applications, announced Gruff 9, a web-based advanced knowledge Graph visualization tool that offers no-code queries, hypergraphs, dynamic graph displays, LLM integration and RDF* (RDFStar) features for building next-generation AI applications.

Gruff 9 provides users the ability to embed natural language LLM queries in SPARQL and visualize and explore the connections displayed in the results. Gruff now provides a unique visualization solution for the emerging RDF* standard from W3C.  The RDF* standard is an improvement over the labeled property graph approach (supported by other vendors) as it allows full hypergraph capabilities.

Gruff 9 is included with AllegroGraph Cloud, Franz’s hosted version of its Neuro-Symbolic AI platform. Gruff and AllegroGraph Cloud offers users a convenient and easy on-ramp to building advanced AI applications.

Franz Inc. recently announced AllegroGraph 8, its Neuro-Symbolic AI Platform that incorporates Large Language Model (LLM) components directly into SPARQL along with vector generation and vector storage for a comprehensive AI Knowledge Graph solution.

https://allegrograph.com/products/gruff/

Fivetran introduces dbt Cloud orchestration integration

Deepening its relationship with dbt Labs, Fivetran, provider of data integration, today announced its new orchestration integration with dbt Cloud, enabling enterprises to seamlessly manage data movement and transformations using the Fivetran platform. Now, with Fivetran as the hub, dbt Cloud transformations occur immediately and sequentially once data is loaded in a cloud data lake or warehouse, decreasing workflow inefficiencies and costs while ensuring businesses are powered by always-on data. 

With a fully automated data pipeline, data teams no longer need to run data integration and transformations independently. Downstream data workflows are now synchronized to automatically run upon completion of fresh data load, rather than a set schedule as had previously been the case.

The new Fivetran-dbt Cloud orchestration streamlines data practices, complexities and costs, while also ensuring companies can do more with their data. In a time where data provides a significant competitive advantage, an automated pipeline is essential. It helps companies make the most informed data-driven decisions and builds the foundation for next-generation data projects.

The new dbt Cloud integration adds to Fivetran’s existing offerings that are aimed to help organizations get from raw data to insights faster, including Fivetran’s Quickstart and pre-built data models. 

https://www.fivetran.com/data-movement/transformations/dbt-cloudhttps://www.getdbt.com/product/dbt-cloud

Mindbreeze and Ariza Content Solutions partner

Mindbreeze, a provider of appliances and cloud services in the field of information insight, and Ariza Content Solutions have created a partnership to employ and enhance insights & search experiences and provide companies with content management.

While traditional content workflows encompassed content creation, through management of editorial and production processes, to final publication and delivery to various distribution channels, today content creators are learning the value of connected, searchable data to allow for deeper connections in their content. To accomplish this goal, Ariza employs solutions incorporating AI-driven insight engines like Mindbreeze InSpire. Insight engines enhance the search experience giving customers, both external and internal access to knowledge and insight into their content.

Mindbreeze InSpire, an insight engine, uses traditional search methods and sophisticated data analysis approaches to interpret business information and answer critical business questions. Equipped with machine learning and AI capabilities, the Mindbreeze InSpire solution provides a foundation for successful enterprise knowledge management.

https://inspire.mindbreeze.comhttps://www.arizacs.com

Box announces Box App for Apple Vision Pro

Box, Inc., a Content Cloud, announced the launch of the new Box app for Apple Vision Pro. Designed to take advantage of spatial computing, Box for Apple Vision Pro dramatically updates how people experience and collaborate on content in the enterprise. The uniquely immersive experiences and infinite desktop of the visionOS platform transforms how people work with content, while relying on the security and compliance of the Box Content Cloud. 

By bringing Box’s productivity and collaboration experience to visionOS, Box customers can access a rich set of collaborative and secure content features that will change how they engage with their digital content. For example:

  • Immerse yourself in rich content
  • Merge the digital and physical world
  • Get “hands-on” and interact with content in new ways
  • Create your own infinite desktop to multitask
  • Seamlessly organize and navigate your files

Box Admins will be able to enable and configure the Box experience on Apple Vision Pro, designed to keep customers in control of their data so they can determine access controls to granular features with a simple on and off toggle. The Box for Apple Vision Pro app is available for free in the App Store for visionOS for Box users.

https://blog.box.com/box-apple-vision-pro-brings-your-enterprise-content-life

Gilbane Advisor 1-31-24 — Modern AI stacks, output similarity fix?

This week we feature articles from Matt Murphy, Tim Tully, Grace Ge, Derek Xiao & Katie Keller, and Gary Marcus.

Additional reading comes from Dharmesh Shah, Paul Cheesbrough & Melody Hildebrandt, Casey Newton, and Chris Ashby.

News comes from Uniform, ActionIQ, Pega, MadCap Software & Xyleme.

All previous issues are available at https://gilbane.com/gilbane-advisor-index


Opinion / Analysis

The modern AI stack: Design principles for the future of enterprise AI architectures

The AI technology ecosystem is difficult to keep up with, even for those whose full-time day job is doing just that, and especially for those tasked with recommending or applying it to enterprise software architectures and applications. Matt Murphy, Tim Tully, Grace Ge, Derek Xiao, and Katie Keller from Menlo Ventures bring you up-to-date. (10 min)

https://menlovc.com/perspective/the-modern-ai-stack-design-principles-for-the-future-of-enterprise-ai-architectures/

Gary Marcus takes issue with the AI Snake Oil guys over their claim (we pointed to it in last week’s issue) that “Output similarity is a distraction”. Both articles are worth a read. (6 min)

https://garymarcus.substack.com/p/no-multimodal-chatgpt-is-not-going

More Reading

All Gilbane Advisor issues


Content technology news

Uniform announces CMS capabilities for Visual Workspace

The new CMS and AI capabilities is meant to streamline the process of building digital experiences, using content from multiple sources.
https://www.uniform.dev

ActionIQ announces CXAI to integrate GenAI data & GenAI content

Built for customer experience (CX), marketing, & data teams, and includes Typeface, a GenAI AI platform for enterprise content creation.
https://www.actioniq.com/newsroom/actioniq-announces-cx-ai-genai/

Pega introduces Pega GenAI Knowledge Buddy

GenAI Knowledge Buddy synthesizes knowledge scattered across content libraries to quickly get answers to employee and customer inquiries.
https://www.pega.com/products/genai-knowledge-buddy

MadCap Software acquires Xyleme to expand suite of intelligent content management products

Organizations will have a single source of enterprise-class solutions for their content needs, from documentation to onboarding customers and their workforce.
https://www.madcapsoftware.com/press-release/madcap-software-acquires-xyleme/ ■ https://xyleme.com

All content technology news


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 weekly. We do not sell or share personal data.

Subscribe | View online | Editorial policy | Privacy policy | Contact

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