This document summarizes a presentation about keeping user generated content flexible using Neo4j. It introduces the speaker and his background in programming. It then discusses some caveats and outlines the agenda which includes problems, motivation and goals, the tech stack including Mustache and Spring Data Neo4j, why Neo4j was chosen, examples of a form builder and social forum, and a demo with some code. The presentation aims to show how Neo4j can be used to build a flexible UI for creating structured content and generating markup from that structure.
This webinar will explain how to get the most out of conceptSearch, with its innovative technology delivering both high precision and high recall, by weighting compound terms, or multi-word phrases. This is particularly important for organizations that need sophisticated search and retrieval solutions.
• Compound term extraction
• Relevance rankings
• Automatically generated related topics
• Faceted navigation
• Drilling down through a combination of free text search and multiple taxonomy browse
Suggested tools that might be used by learners for the core and optional units in the National Progress Award qualifications in Data Science at Levels 4, 5 and 6
Scaling Data Science: Engineering a PlatformDataScience
At DataScience, all analysts work on a single virtual machine called “data science tools.” This presentation discusses the path to building a singular virtualized machine used to scale across our current staff and to quickly onboard new staff.
Daniel Tunon, a software engineer at OSIsoft, talked about how coding is the ability to take the abstract and make it concrete. In his class he showed how to go from no prior coding knowledge to crafting your own websites using HTML, CSS, and JavaScript. He also discussed the basics of how web browsers work, learn the basics of programming which apply in language, and more.
Delivering Insights: Building the DataScience Web ApplicationDataScience
DataScience presents insights to customers in an easily digestible, interactive format via a collaborative web application. This presentation outlines the technology behind the DataScience application, as well as future plans to enhance it.
This webinar will explain how to get the most out of conceptSearch, with its innovative technology delivering both high precision and high recall, by weighting compound terms, or multi-word phrases. This is particularly important for organizations that need sophisticated search and retrieval solutions.
• Compound term extraction
• Relevance rankings
• Automatically generated related topics
• Faceted navigation
• Drilling down through a combination of free text search and multiple taxonomy browse
Suggested tools that might be used by learners for the core and optional units in the National Progress Award qualifications in Data Science at Levels 4, 5 and 6
Scaling Data Science: Engineering a PlatformDataScience
At DataScience, all analysts work on a single virtual machine called “data science tools.” This presentation discusses the path to building a singular virtualized machine used to scale across our current staff and to quickly onboard new staff.
Daniel Tunon, a software engineer at OSIsoft, talked about how coding is the ability to take the abstract and make it concrete. In his class he showed how to go from no prior coding knowledge to crafting your own websites using HTML, CSS, and JavaScript. He also discussed the basics of how web browsers work, learn the basics of programming which apply in language, and more.
Delivering Insights: Building the DataScience Web ApplicationDataScience
DataScience presents insights to customers in an easily digestible, interactive format via a collaborative web application. This presentation outlines the technology behind the DataScience application, as well as future plans to enhance it.
My short talk about trends and industry practices in Software Engineering in one of the classes in Master of Science in Information Technology at Ateneo de Davao University
Polyglot Persistence with MongoDB and Neo4jCorie Pollock
Learn how to enhance your application by using Neo4j and MongoDB together. Polyglot persistence is the concept of taking advantage of the strengths of different database technologies to improve functionality and enhance your application. In this webinar we will examine some use cases where it makes sense to use a document database (MongoDB) with a graph database (Neo4j) in a single application. Specifically, we will show how MongoDB can be used to provide search and browsing functionality for a product catalog while using Neo4j to provide personalized product recommendations. Finally we will look at the Neo4j Doc Manager project which facilitates syncing data from MongoDB to Neo4j to make polyglot persistence with MongoDB and Neo4j much easier.
How to Manage and Troubleshoot Search: A Practical GuideSPC Adriatics
Speaker: Agnes Molnar;
SharePoint 2013 introduces a lot of improvements when it comes to managing all aspects of a search deployment. In this session I will cover the most common methods for troubleshooting issues related to databases, crawl error’s and warnings, entity extraction and content processing, query processing and query rules.
As an accomplished developer with over 5 years’ experience in the field of Zope/Plone 3(expert), 4(expert) anf 5(intermediate)/Python. I am well positioned to join your company and make an immediate positive impression. My key areas of expertise include, but are not limited to the following:
· A solid background in Plone CMS, Zope and Python.
· Good knowledge in Python 2.X, Linux, Unix OS, MySQL, PostgreSQL , CSS3, HTML, JavaScript, Ajax, J Query and J SON, XML parsing etc.
Tech Mentro offers 6 months live Project based Industrial Training in Java, Android, Microsoft .Net & PHP technologies for MCA/BCA/BE/B.Tech/MSc(CS and IT ) Students & professionals. This 6 months Industrial Training is part of curriculum of the most of the technical universities to enhance the industry specific skills in latest technologies and to learn corporate structure.
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...Neo4j
Romain CAMPOURCY – Architecte Solution, Sopra Steria
Patrick MEYER – Architecte IA Groupe, Sopra Steria
La Génération de Récupération Augmentée (RAG) permet la réponse à des questions d’utilisateur sur un domaine métier à l’aide de grands modèles de langage. Cette technique fonctionne correctement lorsque la documentation est simple mais trouve des limitations dès que les sources sont complexes. Au travers d’un projet que nous avons réalisé, nous vous présenterons l’approche GraphRAG, une nouvelle approche qui utilise une base Neo4j générée pour améliorer la compréhension des documents et la synthèse d’informations. Cette méthode surpasse l’approche RAG en fournissant des réponses plus holistiques et précises.
More Related Content
Similar to Keeping User Generated Content Flexible with Neo4j - Greg Jordan @ GraphConnect Chicago 2013
My short talk about trends and industry practices in Software Engineering in one of the classes in Master of Science in Information Technology at Ateneo de Davao University
Polyglot Persistence with MongoDB and Neo4jCorie Pollock
Learn how to enhance your application by using Neo4j and MongoDB together. Polyglot persistence is the concept of taking advantage of the strengths of different database technologies to improve functionality and enhance your application. In this webinar we will examine some use cases where it makes sense to use a document database (MongoDB) with a graph database (Neo4j) in a single application. Specifically, we will show how MongoDB can be used to provide search and browsing functionality for a product catalog while using Neo4j to provide personalized product recommendations. Finally we will look at the Neo4j Doc Manager project which facilitates syncing data from MongoDB to Neo4j to make polyglot persistence with MongoDB and Neo4j much easier.
How to Manage and Troubleshoot Search: A Practical GuideSPC Adriatics
Speaker: Agnes Molnar;
SharePoint 2013 introduces a lot of improvements when it comes to managing all aspects of a search deployment. In this session I will cover the most common methods for troubleshooting issues related to databases, crawl error’s and warnings, entity extraction and content processing, query processing and query rules.
As an accomplished developer with over 5 years’ experience in the field of Zope/Plone 3(expert), 4(expert) anf 5(intermediate)/Python. I am well positioned to join your company and make an immediate positive impression. My key areas of expertise include, but are not limited to the following:
· A solid background in Plone CMS, Zope and Python.
· Good knowledge in Python 2.X, Linux, Unix OS, MySQL, PostgreSQL , CSS3, HTML, JavaScript, Ajax, J Query and J SON, XML parsing etc.
Tech Mentro offers 6 months live Project based Industrial Training in Java, Android, Microsoft .Net & PHP technologies for MCA/BCA/BE/B.Tech/MSc(CS and IT ) Students & professionals. This 6 months Industrial Training is part of curriculum of the most of the technical universities to enhance the industry specific skills in latest technologies and to learn corporate structure.
Similar to Keeping User Generated Content Flexible with Neo4j - Greg Jordan @ GraphConnect Chicago 2013 (20)
SOPRA STERIA - GraphRAG : repousser les limitations du RAG via l’utilisation ...Neo4j
Romain CAMPOURCY – Architecte Solution, Sopra Steria
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La Génération de Récupération Augmentée (RAG) permet la réponse à des questions d’utilisateur sur un domaine métier à l’aide de grands modèles de langage. Cette technique fonctionne correctement lorsque la documentation est simple mais trouve des limitations dès que les sources sont complexes. Au travers d’un projet que nous avons réalisé, nous vous présenterons l’approche GraphRAG, une nouvelle approche qui utilise une base Neo4j générée pour améliorer la compréhension des documents et la synthèse d’informations. Cette méthode surpasse l’approche RAG en fournissant des réponses plus holistiques et précises.
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The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
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1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
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Orchestrator execution result
Defect reporting
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Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
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In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
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And...
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Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
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Keeping User Generated Content Flexible with Neo4j - Greg Jordan @ GraphConnect Chicago 2013
1. Innovate. Share. Connect.
Chicago June 12-13
Keeping User Generated ContentKeeping User Generated Content
Flexible with Neo4jFlexible with Neo4j
Greg JordanGreg Jordan
2. My background
• Manager of Web Development at Methodist Le Bonheur
Healthcare
• Ph.D. candidate focusing on qualitative usability
• 15 years of programming experience
• Java
• Content management systems
• Mobile development (iOS, Android and, yes, Blackberry)
• Working with Neo4j for about a year
13. Mustache
• "logic-less": no explicit control flow statements
• all control driven by data
• strong "separating logic from presentation”
• it is impossible to embed application logic in the Mustache templates*
* Depends on how you define logic
15. Spring Data Neo4j
• Object-Graph-Mapping of annotated POJO entities
• Neo4jTemplate with convenient API, exception translation and optional
transaction management
• Cross-store support for partial JPA - Graph Entities
17. Why Neo4j?
• A native java API
• Access via a RESTful server protocol
• There are lots of language bindings
• Proven with customers like Cisco, Adobe and Jive