image Articles - Enterprise Knowledge http://enterprise-knowledge.com/tag/image/ Fri, 06 Jun 2025 18:22:19 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.2 https://enterprise-knowledge.com/wp-content/uploads/2022/04/EK_Icon_512x512.svg image Articles - Enterprise Knowledge http://enterprise-knowledge.com/tag/image/ 32 32 David Hughes Speaking at AI in Production by MLOps Community https://enterprise-knowledge.com/david-hughes-speaking-at-ai-in-production-by-mlops-community/ Thu, 06 Mar 2025 14:48:28 +0000 https://enterprise-knowledge.com/?p=23291 David Hughes, Principal Data & AI Solution Architect at Enterprise Knowledge, will be presenting “Multimodal Integration with Associative Intelligence” at MLOps Community’s AI in Production virtual conference on Wednesday, March 12th. The conference will cover everything from managing AI costs, … Continue reading

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]]> David Hughes, Principal Data & AI Solution Architect at Enterprise Knowledge, will be presenting “Multimodal Integration with Associative Intelligence” at MLOps Community’s AI in Production virtual conference on Wednesday, March 12th. The conference will cover everything from managing AI costs, debugging, handling latency, and building trust in outputs to discussions on practical approaches, lessons learned from real applications, and driving the future of AI implementation at scale.

In this session, Hughes will focus on Multimodal GraphRAG (mmGraphRAG), a transformative step forward in bridging multimodal data through innovative search and analytics frameworks, and demonstrate how integrating the semantic richness of images and text with the contextual reasoning power of graphs provides a comprehensive, explainable, and actionable approach to solving complex data challenges.

Register here to join the conference!

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]]> Multimodal Graph RAG (mmGraphRAG): Incorporating Vision in Search and Analytics https://enterprise-knowledge.com/multimodal-graph-rag-mmgraphrag-incorporating-vision-in-search-and-analytics/ Wed, 29 Jan 2025 15:42:35 +0000 https://enterprise-knowledge.com/?p=23029 David Hughes, Principal Data & AI Solution Architect at Enterprise Knowledge, presented “Unleashing the Power of Multimodal GraphRAG: Integrating Image Features for Deeper Insights” at Data Day Texas 2025 in Austin, TX on Saturday, January 25th. In this presentation, Hughes … Continue reading

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]]> David Hughes, Principal Data & AI Solution Architect at Enterprise Knowledge, presented “Unleashing the Power of Multimodal GraphRAG: Integrating Image Features for Deeper Insights” at Data Day Texas 2025 in Austin, TX on Saturday, January 25th.

In this presentation, Hughes discussed an underexplored dimension of GraphRAG–the integration of image–by introducing Multimodal GraphRAG, an innovative framework that brings image data to the forefront of graph-based reasoning and retrieval. He demonstrated how this approach enables more comprehensive understanding of images, amplifying both the depth and accuracy of insights. Attendees gained insight into:

  • How mmGraphRAG works;
  • The integration of vision models, hypervectors, and graph databases;
  • BAML agentic workflows; and
  • Real-world applications and benefits for mmGraphRAG.

 

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