Tag: context window
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Simon Willison’s Weblog: How to Fix Your Context
Source URL: https://simonwillison.net/2025/Jun/29/how-to-fix-your-context/#atom-everything Source: Simon Willison’s Weblog Title: How to Fix Your Context Feedly Summary: How to Fix Your Context Drew Breunig has been publishing some very detailed notes on context engineering recently. In How Long Contexts Fail he described four common patterns for context rot, which he summarizes like so: Context Poisoning: When a…
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Simon Willison’s Weblog: Gemini CLI
Source URL: https://simonwillison.net/2025/Jun/25/gemini-cli/ Source: Simon Willison’s Weblog Title: Gemini CLI Feedly Summary: Gemini CLI First there was Claude Code in February, then OpenAI Codex (CLI) in April, and now Gemini CLI in June. All three of the largest AI labs now have their own version of what I am calling a “terminal agent" – a…
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Cloud Blog: The secret to document intelligence: Box builds Enhanced Extract Agents using Google’s Agent-2-Agent framework
Source URL: https://cloud.google.com/blog/topics/customers/box-ai-agents-with-googles-agent-2-agent-protocol/ Source: Cloud Blog Title: The secret to document intelligence: Box builds Enhanced Extract Agents using Google’s Agent-2-Agent framework Feedly Summary: Box is one of the original information sharing and collaboration platforms of the digital era. They’ve helped define how we work, and have continued to evolve those practices alongside successive waves of…
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Simon Willison’s Weblog: How OpenElections Uses LLMs
Source URL: https://simonwillison.net/2025/Jun/19/how-openelections-uses-llms/#atom-everything Source: Simon Willison’s Weblog Title: How OpenElections Uses LLMs Feedly Summary: How OpenElections Uses LLMs The OpenElections project collects detailed election data for the USA, all the way down to the precinct level. This is a surprisingly hard problem: while county and state-level results are widely available, precinct-level results are published in…
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Simon Willison’s Weblog: Trying out the new Gemini 2.5 model family
Source URL: https://simonwillison.net/2025/Jun/17/gemini-2-5/ Source: Simon Willison’s Weblog Title: Trying out the new Gemini 2.5 model family Feedly Summary: After many months of previews, Gemini 2.5 Pro and Flash have reached general availability with new, memorable model IDs: gemini-2.5-pro and gemini-2.5-flash. They are joined by a new preview model with an unmemorable name: gemini-2.5-flash-lite-preview-06-17 is a…
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Cloud Blog: Gemini momentum continues with launch of 2.5 Flash-Lite and general availability of 2.5 Flash and Pro on Vertex AI
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/gemini-2-5-flash-lite-flash-pro-ga-vertex-ai/ Source: Cloud Blog Title: Gemini momentum continues with launch of 2.5 Flash-Lite and general availability of 2.5 Flash and Pro on Vertex AI Feedly Summary: The momentum of the Gemini 2.5 era continues to build. Following our recent announcements, we’re empowering enterprise builders and developers with even greater access to the intelligence,…
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Simon Willison’s Weblog: Anthropic: How we built our multi-agent research system
Source URL: https://simonwillison.net/2025/Jun/14/multi-agent-research-system/#atom-everything Source: Simon Willison’s Weblog Title: Anthropic: How we built our multi-agent research system Feedly Summary: Anthropic: How we built our multi-agent research system OK, I’m sold on multi-agent LLM systems now. I’ve been pretty skeptical of these until recently: why make your life more complicated by running multiple different prompts in parallel…
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Cloud Blog: Boost your Search and RAG agents with Vertex AI’s new state-of-the-art Ranking API
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/launching-our-new-state-of-the-art-vertex-ai-ranking-api/ Source: Cloud Blog Title: Boost your Search and RAG agents with Vertex AI’s new state-of-the-art Ranking API Feedly Summary: The AI era has supercharged expectations: users now issue more complex queries and demand pinpoint results, meaning there’s an 82% chance of losing a customer if they can’t quickly find what they need.…
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Cloud Blog: Google Cloud and Spring AI 1.0
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-and-spring-ai-10/ Source: Cloud Blog Title: Google Cloud and Spring AI 1.0 Feedly Summary: A big thank you to Fran Hinkelmann and Aaron Wanjala for their contributions and support in making this blog post happen.After a period of intense development, Spring AI 1.0 has officially landed, bringing a robust and comprehensive solution for AI…
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Cloud Blog: Gemini 2.5 Flash and Pro expand on Vertex AI to drive more sophisticated and secure AI innovation
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/expanding-gemini-2-5-flash-and-pro-capabilities/ Source: Cloud Blog Title: Gemini 2.5 Flash and Pro expand on Vertex AI to drive more sophisticated and secure AI innovation Feedly Summary: Today at Google I/O, we’re expanding Gemini 2.5 Flash and Pro model capabilities that help enterprises build more sophisticated and secure AI-driven applications and agents: Thought summaries: For enterprise-grade…