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Tag: orchestration framework

  • AWS Open Source Blog: Strands Agents and the Model-Driven Approach

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    Kurt Seifried
    in

    Source URL: https://aws.amazon.com/blogs/opensource/strands-agents-and-the-model-driven-approach/ Source: AWS Open Source Blog Title: Strands Agents and the Model-Driven Approach Feedly Summary: Until recently, building AI agents meant wrestling with complex orchestration frameworks. Developers wrote elaborate state machines, predefined workflows, and extensive error-handling code to guide language models through multi-step tasks. We needed to build elaborate decision trees to handle…

  • Cloud Blog: How Schroders built its multi-agent financial analysis research assistant

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/customers/how-schroders-built-its-multi-agent-financial-analysis-research-assistant/ Source: Cloud Blog Title: How Schroders built its multi-agent financial analysis research assistant Feedly Summary: Financial analysts spend hours grappling with ever-increasing volumes of market and company data to extract key signals, combine diverse data sources, and produce company research. Schroders is a leading global active investment manager. Being an active manager…

  • 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: Gen AI Toolbox for Databases announces LlamaIndex integration

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/databases/llamaindex-is-on-gen-ai-toolbox-for-databases/ Source: Cloud Blog Title: Gen AI Toolbox for Databases announces LlamaIndex integration Feedly Summary: We are excited to announce LlamaIndex integration for Gen AI Toolbox for Databases (Toolbox). We launched Toolbox in beta last month and are thrilled to continue building on that momentum. Gen AI Toolbox for Databases is an open-source…

  • Cloud Blog: News you can use: What we announced in AI this month

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/what-google-cloud-announced-in-ai-this-month/ Source: Cloud Blog Title: News you can use: What we announced in AI this month Feedly Summary: 2025 is off to a racing start. From announcing strides in the new Gemini 2.0 model family to retailers accelerating with Cloud AI, we spent January investing in our partner ecosystem, open-source, and ways to…

  • Cloud Blog: Announcing public beta of Gen AI Toolbox for Databases

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-gen-ai-toolbox-for-databases-get-started-today/ Source: Cloud Blog Title: Announcing public beta of Gen AI Toolbox for Databases Feedly Summary: Today, we are thrilled to announce the public beta launch of Gen AI Toolbox for Databases in partnership with LangChain, the leading orchestration framework for developers building large language model (LLM) applications. Gen AI Toolbox for Databases…