Recorded on: August 21, 2024
Uncover the various ways to use a RAG solution with PoolParty and GraphDB
We’re familiar with RAG - but which RAG is the right fit?
As organizations increasingly rely on AI-driven information retrieval and generation, traditional Retrieval Augmented Generation (RAG) systems often fall short in production environments. Various solutions have emerged to address this challenge, recognizing that “one size does not fit all” - each organization has unique requirements to tackle this issue within their framework.
Increase efficiency by up to 20% with Semantic RAG (AKA Graph RAG)
This webinar explores an innovative solution: Semantic RAG, which harnesses the power of knowledge graphs, large language models (LLMs), and graph databases to enhance semantic retrieval and generation capabilities.
A key focus will be on LLM-derived knowledge graphs, demonstrating how they can be created and refined with human-in-the-loop processes to achieve greater accuracy and explainability. We'll explore memory constructs in Graph RAG operations, illustrated through practical demonstrations using PoolParty and GraphDB.
We will dive into a real-world case study and explore the pipeline, architecture, and practical applications of Semantic RAG systems. This will showcase valuable insights into the seamless collaboration between PoolParty and GraphDB to deliver a robust Semantic RAG solution. Expert strategies will be shared for maximizing the impact of these innovative technologies by shortening time to insight, providing savvy querying for the untrained, and lowering long term maintenance costs.
Márcia Ferreira, Data and Knowledge Engineer (Technical Consultant) at Semantic Web Company, and Krasimira Bozhonova, Solutions Architect at Ontotext, will walk you through the following aspects and explain the benefits of a Semantic RAG approach:
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Vector RAG vs. Graph RAG
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Grounding LLMs with Graph
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Conventional RAG vs. Semantic RAG
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Different varieties of Graph RAG
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Demo of PoolParty Semantic RAG and GraphDB
In the meantime, have a look at our Semantic Retrieval Augmented Generation page to learn more about the capabilities and benefits of utilizing Knowledge Graphs to power your Generative AI experience.
We hope to see you there!
Presented by:
Márcia Ferreira, Semantic Web Company
Márcia R. Ferreira is a Data and Knowledge Engineer (Technical Consultant) at Semantic Web Company. By implementing state-of-the-art semantic systems, Márcia ensures customers' data requirements are met at the highest level. She is interested in integrating LLMs with graph technologies for impactful applications in knowledge-intensive industries.
Krasimira Bozhanova, Ontotext
Krasimira Bozhanova is a Solutions Architect at Ontotext, starting her way as a developer and contributing to many of the company's significant client projects. In recent years she has been a part of the AI in Action Ontotext initiative which puts Ontotext products at the heart of various AI applications.
What’s Next: Social and Semantic Technical Documentation
In most respects, today’s technical documentation works like the good old Web 1.0: one-way publishing of static textual content, written by humans to be read by humans. But in the last 20 years, the Web has experienced two major revolutions, social and semantic, that led to the outstanding developments of Web 2.0 and Web 3.0. Will technical documentation go the same way? Join Fabrice Lacroix, serial entrepreneur, technology pioneer, and founder of Fluid Topics as he explores the principles that transformed the Web, finds out how these concepts can be applied to technical documentation, and get an insight into Tech Doc 2.0 and Tech Doc 3.0.
Presented by Fabrice Lacroix, CEO of Fluid Topics
Fabrice Lacroix is a serial entrepreneur and a technology pioneer. He has been working for 25 years on the development of innovative solutions around search technology, content enrichment and AI. He is the founder of Fluid Topics, the leading Content Delivery Platform that reinvents how users search, read and interact with technical documentation. 
Daniel Nutburn is an accomplished executive and the Vice President of Global Partners and Alliances at Acrolinx. Daniel's got a wealth of experience in channel development, alliance management, and software solution selling. He's built an international partner network and has a solid track record of success with blue-chip and high-growth software companies.
Beyond his professional achievements, Dan is most proud of his ability to embarrass his daughters with his Karaoke singing and Cacti collection. LinkedIn: 
Jamila Elouazani is the Director of Partner Solutions, Global at Acrolinx, a leading content optimization technology for enterprise companies. With years of experience working in solution and product-focused environments, Jamila has honed her skills in providing technical support to businesses looking to close deals with Fortune 500 companies.
Sebastian Gabler originally trained as a Recording Producer with a diploma from the Berlin University of the Arts (UdK) and 5 years of music production for radio, TV, and the recording industry; he has been pursuing a career in archive and information management for over 15 years
Christopher Hill is the Technical Product Manager for Harmonizer at Data Conversion Laboratory. Chris is an experienced IT professional who started programming in the 1980s. Since the early 2000s, Chris’ experience includes work as a support engineer, product manager, and user interface designer, helping organizations transition data and content to modern digital formats and platforms.
Fabrice Lacroix is a serial entrepreneur and a technology pioneer. He has been working for 25 years on the development of innovative solutions around search technology, content enrichment and AI. He is the founder of Fluid Topics, the leading Content Delivery Platform that reinvents how users search, read and interact with technical documentation. 
Mikael Lundahl works with language processes and language technology. From content creation to translation and publishing. From marketing material to technical documentation and software strings. His focus is on how terminology, with processes and tools, can support both the writing and translation processes.
Fodina Language Technology partners with and sells products from Kaleidoscope and Acrolinx. But Fodina also develops tools that help customers to build their company terminologies based on existing documentation, standards, or competitor's web information. AI-supported term extraction from many file formats and automated clustering of identified terms into concepts. Through integrations to both Acrolinx and Kaleidoscope products, we have full tool support for the terminology process that we recommend customers to use. Our tools support working with terms in English, German, and Swedish.
Tristan is Product Director at DeltaXML, a technology company with world-leading software products for the management of change in structured content. He has a deep understanding of DeltaXML’s product suite and loves to help customers create extra value in their content using change management. Tristan is a father to three daughters, a movie lover, and a keen runner.
Stilo showcases a comprehensive, end-to-end process for converting pharmaceutical documentation, beginning with the source DOCX Word file. This journey encompasses the creation of automation rules, execution of the conversion, meticulous quality assurance, and, ultimately, the seamless publication of the final output through Oxygen. Explore how Stilo's Migrate effortlessly addresses prevalent conversion challenges, including the precise identification and generation of product name keys, resolution of table alignment discrepancies, and an array of other crucial tasks. Dive deep into the intricacies of transforming your industry-specific content from its initial state, ensuring a flawless and efficient transition.
Presented by: TJ Dhaliwal, Stilo
TJ Dhaliwal is a Technical Sales Product Specialist at Stilo, helping customers uncover solutions to their content conversion needs. With a solid technical background in engineering and a passion for public speaking, he’s successfully bridged the gaps between project stakeholders. As a problem solver, TJ has helped several enterprise-level companies convert tens of thousands of pages of their content to DITA.
Peter Tauter, our Vice President of Product Management, is a seasoned professional with a background in computational linguistics, AI, and computer science. With 20+ years in B2B software development and product management, Peter is passionate about technology and how it can improve lives.
Amber Swope is an internationally recognized Information Architect, DITA expert, and IA consultant. With over 20 years of information development experience and 15 years of DITA expertise, Amber specializes in helping organizations create opportunity through IA. 
Chris Carroll is Director of Product Marketing at Acrolinx.
Mike Iantosca is Senior Director of Content Platforms at Avalara.
Dipo Ajose-Coker is Product Marketing Manager at MadCap Software.
Hareesh Kanakaswamy is the Portfolio Manager of Digital Services Solutions at Sandvik Mining and Construction G.m.b.H. With 14+ years of experience in product development and aftermarket operations, he specializes in constructing end-to-end digital ecosystems for servitization strategies. Hareesh is a firm believer in innovation as the key to sustainable progress for humanity.
Harald Stadlbauer, MD is General Manager of the NINEFEB Group of companies, dedicated to the advancement of Technical Communication, like Technical Documentation as well as eLearning to the intelligent delivery of it. He is actively engaged in developing iiRDS further as well as contributing to the AAS (Asset Administration Shell) sub-models of the IDTA (Industrial Digital Twin Association)
Joe Pairman, Director of Product Management, RWS
Jörg Schmidt, Senior Solutions Architect, RWS
Jörg has been working in multiple roles for different CCMS providers for more than 20 years. During that time, he has helped defining and implementing solutions in verticals like machinery, automotive, A&D - but also pharma & finance. Since 2013, he has been working for RWS as a Solution Architect.
Laura Bellamy, Director of Content Insights and Quality
Rahel Anne Bailie, FSTC, FISTC, is the Content Solutions Director at Technically Write IT. She brings a wealth of experience to helping companies get more value from their content assets. TWi is an Ireland-based consultancy of content specialists who provide content strategy, content operations, language, learning, user adoption, and content production services. TWi works with companies wanting to solve their content problems for business impact.
Fraser Doig is a Senior Associate Product Marketing Manager specializing in helping companies of all industries understand how structured content can elevate their business. At RWS, Fraser works in the Language and Content Technology division, always on the lookout for the latest and greatest developments in the market. He is a regular contributor to publications such as KMWorld and Customer Service Manager Magazine.
Doug Brook is the Director of Technical Documentation and Localization for adaptive computing at Advanced Micro Devices, Inc. (AMD). Throughout 20+ years in senior management of technical content organizations, he has led evolutions of information resources to improve user experience for numerous high-tech companies, large and small. A past Society for Technical Communication (STC) panelist, he holds undergraduate and graduate degrees from Carnegie Mellon University. He has successfully navigated technical documentation teams through several corporate acquisitions and has introduced new authoring systems and content delivery platforms multiple times. As an experienced technical writer, educator, and theatre artist, he leverages a broad perspective of how to effectively serve diverse audience types and how to optimize processes for people to more effectively serve them.