Research vespa.io as an alternative to Solr

[DiegoPino]

What?

Vespa is a different Fast Search Index with AI integration. Its OSS, it scales so well and it has a very formal and stable API.
I would like to explore as project this type of new explorations. We are very comfortable with Solr but its good to not depend only on a single piece of stack and straight into Future's eyes .

What is needed.

• Reading and testing a Stand alone deployment
• Initial load (no code yet) of Documents using VESPA as a secondary of a running Solr (e.g cron driven update using our existing collections)
• Build a small IIIF Search API wrapper App on to of VESPA (so we can integrate on that side of things)
• Collaborate/help/code-ask-learn with/from the https://github.com/dbmdz team. We might as well (respectfully) have a chat with @jbaiter about his impressions) so we can slowly do some porting/parallel of their amazing and core to us Solr Highlight but also his general impressions of vespa.io.

If all works fine this far, and we as a group feel there is a benefit for the community,

• Build a Drupal Module for vespa that, as with the Solr one, wraps the Drupal search_api. This may not even be needed (or if needed a less intense task) since we could simply override the actual Solarium Interaction with our own. But this is still kinda HUGE
• Find ways of use the AI capabilities of vespa.io inside Archipelago

Marking this as Future Tasks but I will keep an eye for this after the next release. Thanks!

@giancarlobi @mbennett-uoe @alliomeria @dmer

[jbaiter]

Collaborate/help/code-ask-learn with/from the @dbmdz team. We might as well (respectfully) have a chat with @jbaiter about his impressions) so we can slowly do some porting/parallel of their amazing and core to us Solr Highlight but also his general impressions of vespa.io.

We've looked into using Vespa for doing a image similarity search, I'll refer you to @stefan-it, who did the research. I've not looked into Vespa's highlighting implementation and the general implementation yet, so I can't give you an answer if a port of the OCR highlighting stuff would be feasible.

[DiegoPino]

@jbaiter thanks. We will have to do some internal testing, integration In the ecosystem probably will start at the IIIF Search API level (wrapper) before going deeper in our code. The Developer documentation looks promising (shame on me only spend 10 minutes reading it but looked clear) and the processors and query plugins are well document. I appreciate your comments on this.

[DiegoPino]

Interestingly, Vespa has a special type of type (field) that has an even more interesting API. Annotations. Vespa has also structured data and maps as types (not indexable but still usable as return.. but I can see how a JSON snippet may fit there)

In specific annotations allow a "label" (e.g for a given structured piece of content e.g XML (example is HTML so. pretty close) you can "tag" parts of it and its content. Now the fun part goes, each Annotation can have also variable values (who said x,y in an OCR? Or IIIF Annotations?)

https://docs.vespa.ai/en/annotations.html