Tag: Retrieval Augmented Generation (RAG)

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

    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…

  • Hacker News: Sidekick: Local-first native macOS LLM app

    Source URL: https://github.com/johnbean393/Sidekick Source: Hacker News Title: Sidekick: Local-first native macOS LLM app Feedly Summary: Comments AI Summary and Description: Yes **Summary:** Sidekick is a locally running application designed to harness local LLM capabilities on macOS. It allows users to query information from their files and the web without needing an internet connection, emphasizing privacy…

  • Hacker News: AI is blurring the line between PMs and Engineers

    Source URL: https://humanloop.com/blog/ai-is-blurring-the-lines-between-pms-and-engineers Source: Hacker News Title: AI is blurring the line between PMs and Engineers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the emerging trend of prompt engineering in AI applications, emphasizing how it increasingly involves product managers (PMs) rather than just software engineers. This shift indicates a blurring…

  • The Register: If you thought training AI models was hard, try building enterprise apps with them

    Source URL: https://www.theregister.com/2025/02/23/aleph_alpha_sovereign_ai/ Source: The Register Title: If you thought training AI models was hard, try building enterprise apps with them Feedly Summary: Aleph Alpha’s Jonas Andrulis on the challenges of building sovereign AI Interview Despite the billions of dollars spent each year training large language models (LLMs), there remains a sizable gap between building…

  • Slashdot: Anthropic Builds RAG Directly Into Claude Models With New Citations API

    Source URL: https://slashdot.org/story/25/01/27/2129250/anthropic-builds-rag-directly-into-claude-models-with-new-citations-api Source: Slashdot Title: Anthropic Builds RAG Directly Into Claude Models With New Citations API Feedly Summary: AI Summary and Description: Yes Summary: Anthropic has introduced a new feature called Citations for its Claude models, enhancing their ability to provide accurate and traceable responses by linking answers directly to source documents. This development…

  • Simon Willison’s Weblog: Anthropic’s new Citations API

    Source URL: https://simonwillison.net/2025/Jan/24/anthropics-new-citations-api/#atom-everything Source: Simon Willison’s Weblog Title: Anthropic’s new Citations API Feedly Summary: Here’s a new API-only feature from Anthropic that requires quite a bit of assembly in order to unlock the value: Introducing Citations on the Anthropic API. Let’s talk about what this is and why it’s interesting. Citations for Retrieval Augmented Generation…

  • Hacker News: AI Engineer Reading List

    Source URL: https://www.latent.space/p/2025-papers Source: Hacker News Title: AI Engineer Reading List Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text focuses on providing a curated reading list for AI engineers, particularly emphasizing recent advancements in large language models (LLMs) and related AI technologies. It is a practical guide designed to enhance the knowledge…

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

    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…

  • Irrational Exuberance: Wardley mapping the LLM ecosystem.

    Source URL: https://lethain.com/wardley-llm-ecosystem/ Source: Irrational Exuberance Title: Wardley mapping the LLM ecosystem. Feedly Summary: In How should you adopt LLMs?, we explore how a theoretical ride sharing company, Theoretical Ride Sharing, should adopt Large Language Models (LLMs). Part of that strategy’s diagnosis depends on understanding the expected evolution of the LLM ecosystem, which we’ve build…