Tag: retrieval

  • Hacker News: Show HN: Open-source Deep Research across workplace applications

    Source URL: https://github.com/onyx-dot-app/onyx Source: Hacker News Title: Show HN: Open-source Deep Research across workplace applications Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Onyx, an open-source generative AI platform designed for enterprise search, emphasizing its integration capabilities with a wide range of applications. It highlights the security features and versatile deployment…

  • Simon Willison’s Weblog: A Practical Guide to Implementing DeepSearch / DeepResearch

    Source URL: https://simonwillison.net/2025/Mar/4/deepsearch-deepresearch/#atom-everything Source: Simon Willison’s Weblog Title: A Practical Guide to Implementing DeepSearch / DeepResearch Feedly Summary: A Practical Guide to Implementing DeepSearch / DeepResearch I really like the definitions Han Xiao from Jina AI proposes for the terms DeepSearch and DeepResearch in this piece: DeepSearch runs through an iterative loop of searching, reading,…

  • Hacker News: AI can decode digital data stored in DNA in minutes instead of days

    Source URL: https://www.newscientist.com/article/2469449-ai-can-decode-digital-data-stored-in-dna-in-minutes-instead-of-days/ Source: Hacker News Title: AI can decode digital data stored in DNA in minutes instead of days Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel AI-powered approach to reading data stored in DNA, significantly improving speed and accuracy over traditional methods. This advancement has implications for…

  • AWS News Blog: Get insights from multimodal content with Amazon Bedrock Data Automation, now generally available

    Source URL: https://aws.amazon.com/blogs/aws/get-insights-from-multimodal-content-with-amazon-bedrock-data-automation-now-generally-available/ Source: AWS News Blog Title: Get insights from multimodal content with Amazon Bedrock Data Automation, now generally available Feedly Summary: Amazon Bedrock Data Automation streamlines the extraction of valuable insights from unstructured multimodal content (documents, images, audio, and videos) by providing a simplified way to build intelligent document processing and media analysis…

  • Hacker News: SOTA Code Retrieval with Efficient Code Embedding Models

    Source URL: https://www.qodo.ai/blog/qodo-embed-1-code-embedding-code-retreival/ Source: Hacker News Title: SOTA Code Retrieval with Efficient Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Qodo-Embed-1, a new family of code embedding models that outperforms larger models in code retrieval tasks while maintaining a smaller footprint. It emphasizes the challenges existing models face…

  • Hacker News: Microsoft Copilot continues to expose private GitHub repositories

    Source URL: https://www.developer-tech.com/news/microsoft-copilot-continues-to-expose-private-github-repositories/ Source: Hacker News Title: Microsoft Copilot continues to expose private GitHub repositories Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The investigation by Lasso into claims about ChatGPT accessing private GitHub repositories highlighted critical concerns regarding data privacy and the phenomenon known as “Zombie Data.” This situation underscores the risks of…

  • Hacker News: 3x Improvement with Infinite Retrieval: Attention Enhanced LLMs in Long-Context

    Source URL: https://arxiv.org/abs/2502.12962 Source: Hacker News Title: 3x Improvement with Infinite Retrieval: Attention Enhanced LLMs in Long-Context Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach called InfiniRetri, which enhances long-context processing capabilities of Large Language Models (LLMs) by utilizing their own attention mechanisms for improved retrieval accuracy. This…

  • Simon Willison’s Weblog: llm-anthropic #24: Use new URL parameter to send attachments

    Source URL: https://simonwillison.net/2025/Mar/1/llm-anthropic/#atom-everything Source: Simon Willison’s Weblog Title: llm-anthropic #24: Use new URL parameter to send attachments Feedly Summary: llm-anthropic #24: Use new URL parameter to send attachments Anthropic released a neat quality of life improvement today. Alex Albert: We’ve added the ability to specify a public facing URL as the source for an image…