Experimental News Clipping Site

Tag: knowledge retrieval

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

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    by

    Kurt Seifried
    in

    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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    by

    Kurt Seifried
    in

    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: Build agentic RAG on Google Cloud databases with LlamaIndex

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    system automation
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    Source URL: https://cloud.google.com/blog/products/databases/llamaindex-integrates-with-alloydb-and-cloud-sql-for-postgresql/ Source: Cloud Blog Title: Build agentic RAG on Google Cloud databases with LlamaIndex Feedly Summary: AI agents are revolutionizing the landscape of gen AI application development. Retrieval augmented generation (RAG) has significantly enhanced the capabilities of large language models (LLMs), enabling them to access and leverage external data sources such as databases.…

  • Hacker News: Ask HN: Recommendation for LLM-based "documentation interaction"

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    system automation
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    Source URL: https://news.ycombinator.com/item?id=41847966 Source: Hacker News Title: Ask HN: Recommendation for LLM-based "documentation interaction" Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a plan for fine-tuning a large language model (LLM) to enhance the accessibility and efficiency of documentation for a particular framework. This initiative aims to improve user experience by…