Tag: toolbox
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Simon Willison’s Weblog: LLM 0.27, the annotated release notes: GPT-5 and improved tool calling
Source URL: https://simonwillison.net/2025/Aug/11/llm-027/ Source: Simon Willison’s Weblog Title: LLM 0.27, the annotated release notes: GPT-5 and improved tool calling Feedly Summary: I shipped LLM 0.27 today, adding support for the new GPT-5 family of models from OpenAI plus a flurry of improvements to the tool calling features introduced in LLM 0.26. Here are the annotated…
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Cloud Blog: Looker debuts MCP Server to broaden AI developer access to data
Source URL: https://cloud.google.com/blog/products/business-intelligence/introducing-looker-mcp-server/ Source: Cloud Blog Title: Looker debuts MCP Server to broaden AI developer access to data Feedly Summary: As companies integrate AI into their workflows, connecting new tools to their existing data while ensuring consistent security and accuracy becomes increasingly important. We’re introducing Looker Model Context Protocol (MCP) Server, an integration in the…
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Cloud Blog: Redefining enterprise data with agents and AI-native foundations
Source URL: https://cloud.google.com/blog/products/data-analytics/new-agents-and-ai-foundations-for-data-teams/ Source: Cloud Blog Title: Redefining enterprise data with agents and AI-native foundations Feedly Summary: The world is not just changing; it’s being re-engineered in real-time by data and AI. The way we interact with data is undergoing a fundamental transformation, moving beyond human-led analysis to a collaborative partnership with intelligent agents. This…
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Cloud Blog: Top 25 blogs of 2025… so far
Source URL: https://cloud.google.com/blog/products/gcp/most-read-blogs-from-h1-2025/ Source: Cloud Blog Title: Top 25 blogs of 2025… so far Feedly Summary: Six months into 2025, we’ve already published hundreds of posts here on the Google Cloud blog. We asked ourselves, why wait until the busy end of the year to review your favorites? With everything from new AI models, product…
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Cloud Blog: BigQuery meets ADK & MCP: Accelerate agent development with BigQuery’s new first-party toolset
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/bigquery-meets-google-adk-and-mcp/ Source: Cloud Blog Title: BigQuery meets ADK & MCP: Accelerate agent development with BigQuery’s new first-party toolset Feedly Summary: As the excitement around AI agents reaches enterprise customers, a critical question emerges: How can we empower these agents to securely and intelligently interact with enterprise data systems like Google Cloud BigQuery? Currently,…
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Cloud Blog: How to build a simple multi-agentic system using Google’s ADK
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-multi-agentic-systems-using-google-adk/ Source: Cloud Blog Title: How to build a simple multi-agentic system using Google’s ADK Feedly Summary: Agents are top of mind for enterprises, but often we find customers building one “super” agent – a jack of all trades – instead creating multiple agents that can specialize and work together. Monolithic agents often…
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Cloud Blog: Tools Make an Agent: From Zero to Assistant with ADK
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/tools-make-an-agent-from-zero-to-assistant-with-adk/ Source: Cloud Blog Title: Tools Make an Agent: From Zero to Assistant with ADK Feedly Summary: Imagine that you’re a project manager at QuantumRoast, a global coffee machine company. You help your teammates navigate a sea of engineering roadmaps, sudden strategy pivots (we’re doing matcha now!), and incoming tickets from customers— everything…
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Cloud Blog: What’s new with Google Data Cloud
Source URL: https://cloud.google.com/blog/products/data-analytics/whats-new-with-google-data-cloud/ Source: Cloud Blog Title: What’s new with Google Data Cloud Feedly Summary: June 9 – June 13 Introducing Pub/Sub Single Message Transforms (SMTs), to make it easy to perform simple data transformations such as validate, filter, enrich, and alter individual messages as they move in real time right within Pub/Sub. The first…
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Cloud Blog: Announcing new MCP integrations to Google Cloud Databases to enable AI-assisted development
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/new-mcp-integrations-to-google-cloud-databases/ Source: Cloud Blog Title: Announcing new MCP integrations to Google Cloud Databases to enable AI-assisted development Feedly Summary: Last month at Google Cloud Next ‘25, we announced MCP Toolbox for Databases to make it easier to connect generative AI agents to databases, and automate core enterprise workflows. MCP Toolbox for Databases (Toolbox)…
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Simon Willison’s Weblog: Large Language Models can run tools in your terminal with LLM 0.26
Source URL: https://simonwillison.net/2025/May/27/llm-tools/ Source: Simon Willison’s Weblog Title: Large Language Models can run tools in your terminal with LLM 0.26 Feedly Summary: LLM 0.26 is out with the biggest new feature since I started the project: support for tools. You can now use the LLM CLI tool – and Python library – to grant LLMs…