Experimental News Clipping Site

Tag: knowledge graphs

  • Hacker News: Every Flop Counts: Scaling a 300B LLM Without Premium GPUs

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    Kurt Seifried
    in

    Source URL: https://arxiv.org/abs/2503.05139 Source: Hacker News Title: Every Flop Counts: Scaling a 300B LLM Without Premium GPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: This technical report presents advancements in training large-scale Mixture-of-Experts (MoE) language models, namely Ling-Lite and Ling-Plus, highlighting their efficiency and comparable performance to industry benchmarks while significantly reducing training…

  • Cloud Blog: Build gen AI agents using Google Cloud databases

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/databases/learn-how-to-connect-agents-to-google-cloud-databases/ Source: Cloud Blog Title: Build gen AI agents using Google Cloud databases Feedly Summary: As enterprises build generative AI agents to strengthen their security posture or improve their customer experience, they need access to real-time data. Because most business critical and real-time data is stored and processed in databases, you need ways…

  • Cloud Blog: Build GraphRAG applications using Spanner Graph and LangChain

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/databases/using-spanner-graph-with-langchain-for-graphrag/ Source: Cloud Blog Title: Build GraphRAG applications using Spanner Graph and LangChain Feedly Summary: Spanner Graph redefines graph data management by integrating graph, relational, search, and AI capabilities with virtually unlimited scalability. GraphRAG has emerged as a frontrunner in building question-answering systems that enable organizations to extract relevant insights from their interconnected…

  • Cloud Blog: Building AI agents with Gen AI Toolbox for Databases and Dgraph

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/partners/expanding-gen-ai-toolbox-for-databases-with-hypermode/ Source: Cloud Blog Title: Building AI agents with Gen AI Toolbox for Databases and Dgraph Feedly Summary: We recently announced the public beta of Gen AI Toolbox for Databases, and today we’re excited to expand its capabilities through a new partnership with Hypermode. Gen AI Toolbox for Databases is an open source…

  • Hacker News: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2405.14831 Source: Hacker News Title: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents HippoRAG, an innovative framework designed to enhance the long-term memory capabilities of Large Language Models (LLMs) by emulating neurobiological processes. This work is particularly relevant for AI…

  • Hacker News: KAG – Knowledge Graph RAG Framework

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    system automation
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    Source URL: https://github.com/OpenSPG/KAG Source: Hacker News Title: KAG – Knowledge Graph RAG Framework Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces KAG (Knowledge Augmented Generation), a framework leveraging large language models (LLMs) to enhance logical reasoning and Q&A capabilities in specialized domains. It overcomes traditional challenges in vector similarity and graph…

  • Cloud Blog: Reach beyond the IDE with tools for Gemini Code Assist

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    system automation
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    Source URL: https://cloud.google.com/blog/products/application-development/gemini-code-assist-launches-developer-early-access-for-tools/ Source: Cloud Blog Title: Reach beyond the IDE with tools for Gemini Code Assist Feedly Summary: One of the biggest areas of promise for generative AI is coding assistance — leveraging the power of large language models to help developers create or update application code with amazing speed and accuracy, dramatically boosting…

  • AWS News Blog: New Amazon Bedrock capabilities enhance data processing and retrieval

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    system automation
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    Source URL: https://aws.amazon.com/blogs/aws/new-amazon-bedrock-capabilities-enhance-data-processing-and-retrieval/ Source: AWS News Blog Title: New Amazon Bedrock capabilities enhance data processing and retrieval Feedly Summary: Amazon Bedrock enhances generative AI data analysis with multimodal processing, graph modeling, and structured querying, accelerating AI application development. AI Summary and Description: Yes Summary: The text introduces several enhancements to Amazon Bedrock, particularly in the…