Tag: text search

  • Cloud Blog: Build gen AI agents using Google Cloud databases

    Source URL: https://cloud.google.com/blog/products/databases/learn-how-to-connect-agents-to-google-cloud-databases/ Source: Cloud Blog Title: Build gen AI agents using Google Cloud databases Feedly Summary: As enterprises build generative AI agents to strengthen their security posture or improve their customer experience, they need access to real-time data. Because most business critical and real-time data is stored and processed in databases, you need ways…

  • Cloud Blog: AlloyDB for PostgreSQL: Two years of innovation and industry leadership

    Source URL: https://cloud.google.com/blog/products/databases/reflecting-on-two-years-of-alloydb/ Source: Cloud Blog Title: AlloyDB for PostgreSQL: Two years of innovation and industry leadership Feedly Summary: Two years ago, on a mission to redefine enterprise-grade databases we released AlloyDB for PostgreSQL in production. We saw the immense popularity and flexibility of PostgreSQL — a database developers love for being open-source — and…

  • 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,…

  • Cloud Blog: Announcing the general availability of Spanner Graph

    Source URL: https://cloud.google.com/blog/products/databases/spanner-graph-is-now-ga/ Source: Cloud Blog Title: Announcing the general availability of Spanner Graph Feedly Summary: In today’s complex digital world, building truly intelligent applications requires more than just raw data — you need to understand the intricate relationships within that data. Graph analysis helps reveal these hidden connections, and when combined with techniques like…

  • Hacker News: Supercharge vector search with ColBERT rerank in PostgreSQL

    Source URL: https://blog.vectorchord.ai/supercharge-vector-search-with-colbert-rerank-in-postgresql Source: Hacker News Title: Supercharge vector search with ColBERT rerank in PostgreSQL Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses ColBERT, an innovative method for vector search that enhances search accuracy by representing text as token-level multi-vectors rather than sentence-level embeddings. This approach retains nuanced information and improves…

  • Hacker News: Learning How to Think with Meta Chain-of-Thought

    Source URL: https://arxiv.org/abs/2501.04682 Source: Hacker News Title: Learning How to Think with Meta Chain-of-Thought Feedly Summary: Comments AI Summary and Description: Yes Summary: The document presents a novel framework called Meta Chain-of-Thought (Meta-CoT) aimed at enhancing reasoning capabilities in Large Language Models (LLMs). This framework is positioned to advance AI behavior toward more human-like reasoning,…

  • Hacker News: Magna: Embedding similarity search tool for searching within large documents

    Source URL: https://github.com/yousef-rafat/Magna Source: Hacker News Title: Magna: Embedding similarity search tool for searching within large documents Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into a tool named Magna, which employs Embedding Similarity Search, a method leveraged in large language models (LLMs). This functionality allows for semantically understanding and…