Drupal + MongoDB. DrupalCafe Kiev 16.01.2014
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My presentation about Drupal and MongoDB use cases given 16.01.2014 on local DrupalCafe Kiev meeting.
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Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Artificial Intelligence for XMLDevelopment
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
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- 1. Drupal + MongoDB Oleksandr Linyvyi Email: oleksandr.linyvyi@gmail.com Twitter: @lazylinol Skype: lazylinol Drupal.org: https://drupal.org/user/984134
- 2. Plan ✤ Historical background ✤ Why Mongo? ✤ Use cases in real project ✤ Q&A
- 3. General project info ✤ Normative documents storage ✤ ~ 1 000 000 documents ✤ ~ 10 000 users ✤ Access abonnements ✤ Search
- 6. kheox.fr
- 9. “page” collection [file] => SO_ARTICLE_16970359.xml [doc_type] => TO [date_document] => 1325372400 [nid] => 129305 [bid] => TO-LEGIARTI000024750694 [titre] => Arrêté du 25 octobre [body] => Array ( [content] => <contenu>RAW XML</contenu> ) [versions] => Array ( [0] => Array ( [id] => JORFARTI000024750018 ) )
- 10. “page” collection (continued) [links] => Array ( [0] => Array ( [id] => LEGIARTI000014253061 ) ) [content] => Array ( [content] => <div class="document-content-text">RAW XML</div> )
- 11. “search” collection [data] => Array ( [search_type] => advanced [search_word] => béton [title_only] => 0 [types] => Array ( ) [trades] => Array ( ) [themes] => Array ( ) [sources] => Array ( [119] => 119 ) ) [uid] => 1 [nid] => 1488 [sid] => iK50 [last_run] => 1352737360
- 12. “user” collection [data] => Array ( [uid] => 1 [name] => Admin [surname] => Admin [salut] => Monsieur [roles] => Array ( [2] => authenticated user ) [mail] => batire@adyax.com [last_date] => 1379791663 [search_profile] => Array ( [nid] => 0 [title] => ) ) [admin_id] => 0 [folders] => Array ( [stat] => Array ( [f_cnt] => 0 [f_pcnt] => 0 [f_scnt] => 0 [d_cnt] => 0 [d_pcnt] => 0 [d_scnt] => 0 ) [f264782] => Array ( [d_cnt] => 1 [name] => test jp [nid] => 264782 [shared] => 0 ) ... )
- 13. “user_history” collection [uid] => [access] [nid] => [bid] => 1 => 1363711178 140229 PB-I00F00_006 [uid] => 1 [access] => 1363711178 [nid] => 140229 [bid] => PB-I00F00_006 [title] => 1.8 Célérité [doc_type] => Livres [source] => bâtiments [date_publication] => Octobre 2011
- 14. “user_statistics” collection [uid] => 225 [access] => 20130320 [data] => Array ( [logins] => 1 [views] => 0 [to_views] => 0 [codes_views] => 0 [downloads] => 0 [prints] => 0 [search_prints] => 0 [ips] => Array ( [0] => 10.20.30.40 ) )
- 15. Thank you! Got djent questions?