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.
HTML is used not only as a final delivery format but increasingly as the source format for documentation of all kinds, whether that’s internal product designs or customer-focused technical documentation. Understanding change in those documents is a vital part of your content management workflow.
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Presented by: Tristan Mitchell, DeltaXML
Tristan is Product Director at DeltaXML, a technology company with world-leading software products for managing 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.
Klaus Fleischmann studied translation and IT in Vienna, holds an MA in Conference Interpreting from Monterey, California, and a MAS in Technical Communication from Krems, Austria. In 1996, he founded Austria-based Kaleidoscope, a company implementing content, translation, and terminology management processes for internationally active companies. Kaleidoscope develops online collaboration software for enterprise-level terminology workflow, translator query management, in-country review etc., making the translation quality process comprehensible and strategically manageable. In 2007, he became CEO of Austria´s leading LSP, Eurocom Translation Services. Always active in the industry, Klaus got voted into the Gala Board of Directors in 2015 and 2017
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.
Paul Bongers is a strategist, technologist, and a SaaS generalist. In his role as VP Strategy, Paul shapes the Acrolinx product strategy. His team works closely with all departments across the business to foster innovation and expand value for Acrolinx customers.
LinkedIn: 
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. 
For nearly 20 years, Frank Miller has been in the trenches of structured content implementations. As founder of Ryffine, he's guided teams across virtually every industry—from manufacturing to healthcare to software—through the challenges of making structured content work in the real world.
Frank has collaborated with documentation teams of all sizes and worked alongside most major technology vendors in the structured content space. He's particularly drawn to technical documentation as an undervalued discipline, finding satisfaction in championing the business critical work that rarely gets the recognition it deserves.
