Experimental News Clipping Site

Tag: structured

  • Simon Willison’s Weblog: Roaming RAG – make the model find the answers

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    Source URL: https://simonwillison.net/2024/Dec/6/roaming-rag/#atom-everything Source: Simon Willison’s Weblog Title: Roaming RAG – make the model find the answers Feedly Summary: Roaming RAG – make the model find the answers Neat new RAG technique (with a snappy name) from John Berryman: The big idea of Roaming RAG is to craft a simple LLM application so that the…

  • CSA: Cyber Essentials Certification Cost & Related Expenses

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    Source URL: https://www.vanta.com/resources/cyber-essentials-certification-cost Source: CSA Title: Cyber Essentials Certification Cost & Related Expenses Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses the Cyber Essentials assurance scheme, a U.K. government-backed certification aimed at enhancing organizational cybersecurity. It details its structure, pricing, and the benefits and costs associated with achieving certification, emphasizing its importance…

  • Hacker News: AI hallucinations: Why LLMs make things up (and how to fix it)

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    Source URL: https://www.kapa.ai/blog/ai-hallucination Source: Hacker News Title: AI hallucinations: Why LLMs make things up (and how to fix it) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text addresses a critical issue in AI, particularly with Large Language Models (LLMs), known as “AI hallucination.” This phenomenon presents significant challenges in maintaining the reliability…

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

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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…

  • Cloud Blog: Build agentic RAG on Google Cloud databases with LlamaIndex

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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: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking

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    Source URL: https://www.pinecone.io/blog/cascading-retrieval/ Source: Hacker News Title: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking Feedly Summary: Comments AI Summary and Description: Yes Summary: Pinecone has introduced new cascading retrieval capabilities for AI search applications, enhancing the integration of dense and sparse retrieval systems. These advancements, which reportedly improve performance by up to…

  • News: International operation takes down another encrypted messaging service used by criminals

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    Source URL: https://www.europol.europa.eu/media-press/newsroom/news/international-operation-takes-down-another-encrypted-messaging-service-used-criminals Source: News Title: International operation takes down another encrypted messaging service used by criminals Feedly Summary: MATRIX, a messaging service made by criminals for criminals, was first discovered by Dutch authorities on the phone of a criminal convicted for the murder of a Dutch journalist in 2021. A large-scale investigation into the…

  • The Register: AWS unveils cloud security IR service for a mere $7K a month

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    Source URL: https://www.theregister.com/2024/12/03/amazon_cloud_security_incident_response/ Source: The Register Title: AWS unveils cloud security IR service for a mere $7K a month Feedly Summary: Tap into the infinite scalability… of pricing Re:Invent Amazon Web Services has a new incident response service that combines automation and people to protect customers’ AWS accounts – at a hefty price.… AI Summary…

  • Simon Willison’s Weblog: PydanticAI

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    Source URL: https://simonwillison.net/2024/Dec/2/pydanticai/#atom-everything Source: Simon Willison’s Weblog Title: PydanticAI Feedly Summary: PydanticAI New project from Pydantic, which they describe as an “Agent Framework / shim to use Pydantic with LLMs". I asked which agent definition they are using and it’s the "system prompt with bundled tools" one. To their credit, they explain that in their…

  • Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-vertex-ai-grounding-helps-build-more-reliable-models/ Source: Cloud Blog Title: Vertex AI grounding: More reliable models, fewer hallucinations Feedly Summary: At the Gemini for Work event in September, we showcased how generative AI is transforming the way enterprises work. Across all the customer innovation we saw at the event, one thing was clear – if last year was…