vector databases – Experimental News Clipping Site

Cloud Blog: Introducing Vertex AI RAG Engine: Scale your Vertex AI RAG pipeline with confidence

Jan 9, 2025

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/introducing-vertex-ai-rag-engine/ Source: Cloud Blog Title: Introducing Vertex AI RAG Engine: Scale your Vertex AI RAG pipeline with confidence Feedly Summary: Closing the gap between impressive model demos and real-world performance is crucial for successfully deploying generative AI for enterprise. Despite the incredible capabilities of generative AI for enterprise, this perceived gap may be…

Hacker News: Build Your Own AI-Powered Document Chatbot in Minutes with Simple RAG

Dec 24, 2024

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Source URL: https://news.ycombinator.com/item?id=42504661 Source: Hacker News Title: Build Your Own AI-Powered Document Chatbot in Minutes with Simple RAG Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a project that allows users to create an AI-powered chatbot for document analysis using a Retrieval Augmented Generation (RAG) framework. This is particularly relevant for…

Cloud Blog: Tailor your search engine with AI-powered hybrid search in Spanner

Dec 13, 2024

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/hybrid-search-in-spanner-combine-full-text-and-vector-search/ Source: Cloud Blog Title: Tailor your search engine with AI-powered hybrid search in Spanner Feedly Summary: Search is at the heart of how we interact with the digital ecosystem, from online shopping to finding critical information. Enter generative AI, and user expectations are higher than ever. For applications to meet diverse user…

Hacker News: Roaming RAG – Make the Model Find the Answers

Dec 6, 2024

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Source URL: http://arcturus-labs.com/blog/2024/11/21/roaming-rag–make-_the-model_-find-the-answers/ Source: Hacker News Title: Roaming RAG – Make the Model Find the Answers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents a novel approach called “Roaming RAG,” which simplifies the retrieval-augmented generation (RAG) model by allowing a large language model (LLM) to directly navigate well-structured documents without the…

AWS News Blog: AWS Weekly Roundup: AWS BuilderCards at re:Invent 2024, AWS Community Day, Amazon Bedrock, vector databases, and more (Nov 18, 2024)

Nov 18, 2024

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Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-buildercards-at-reinvent-2024-aws-community-day-amazon-bedrock-vector-databases-and-more-nov-18-2024/ Source: AWS News Blog Title: AWS Weekly Roundup: AWS BuilderCards at re:Invent 2024, AWS Community Day, Amazon Bedrock, vector databases, and more (Nov 18, 2024) Feedly Summary: This week, we wrapped up the final 2024 Latin America Amazon Web Services (AWS) Community Days of the year in Brazil, with multiple parallel events…

Hacker News: Thoughtworks Technology Radar Oct 2024 – From Coding Assistance to AI Evolution

Nov 16, 2024

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Source URL: https://www.infoq.com/news/2024/11/thoughtworks-tech-radar-oct-2024/ Source: Hacker News Title: Thoughtworks Technology Radar Oct 2024 – From Coding Assistance to AI Evolution Feedly Summary: Comments AI Summary and Description: Yes Summary: Thoughtworks’ Technology Radar Volume 31 emphasizes the dominance of Generative AI and Large Language Models (LLMs) and their responsible integration into software development. It highlights the need…

Hacker News: Vector databases are the wrong abstraction

Oct 29, 2024

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Source URL: https://www.timescale.com/blog/vector-databases-are-the-wrong-abstraction/ Source: Hacker News Title: Vector databases are the wrong abstraction Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the complexities and challenges faced by engineering teams when integrating vector databases into AI systems, particularly in handling embeddings sourced from diverse data. It introduces the concept of a “vectorizer”…

Tag: vector databases

Cloud Blog: Introducing Vertex AI RAG Engine: Scale your Vertex AI RAG pipeline with confidence

Hacker News: Build Your Own AI-Powered Document Chatbot in Minutes with Simple RAG

Cloud Blog: Tailor your search engine with AI-powered hybrid search in Spanner

Hacker News: Roaming RAG – Make the Model Find the Answers

AWS News Blog: AWS Weekly Roundup: AWS BuilderCards at re:Invent 2024, AWS Community Day, Amazon Bedrock, vector databases, and more (Nov 18, 2024)

Hacker News: Thoughtworks Technology Radar Oct 2024 – From Coding Assistance to AI Evolution

Hacker News: Vector databases are the wrong abstraction