Tag: llm

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Source URL: https://aws.amazon.com/blogs/aws/enhance-ai-assisted-development-with-amazon-ecs-amazon-eks-and-aws-serverless-mcp-server/ Source: AWS News Blog Title: Enhance AI-assisted development with Amazon ECS, Amazon EKS and AWS Serverless MCP server Feedly Summary: AWS introduces specialized Model Context Protocol (MCP) servers for Amazon ECS, EKS, Finch and AWS Serverless, providing real-time contextual responses and service-specific guidance to guide AI assisted application development. AI Summary and…

Hamel’s Blog: LLM Eval FAQ

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Source URL: https://hamel.dev/blog/posts/evals-faq/ Source: Hamel’s Blog Title: LLM Eval FAQ Feedly Summary: Our Course On AI Evals I’m teaching a course on AI Evals with Shreya Shankar. Here are some of the most common questions we’ve been asked. We’ll be updating this list frequently. Q: Is RAG dead? Question: Should I avoid using RAG for…

Simon Willison’s Weblog: llm-github-models 0.15

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Source URL: https://simonwillison.net/2025/May/29/llm-github-models-015/ Source: Simon Willison’s Weblog Title: llm-github-models 0.15 Feedly Summary: llm-github-models 0.15 Anthony Shaw’s llm-github-models plugin just got an upgrade: it now supports LLM 0.26 tool use for a subset of the models hosted on the GitHub Models API, contributed by Caleb Brose. The neat thing about this GitHub Models plugin is that…

Simon Willison’s Weblog: llm-tools-exa

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Source URL: https://simonwillison.net/2025/May/29/llm-tools-exa/ Source: Simon Willison’s Weblog Title: llm-tools-exa Feedly Summary: llm-tools-exa When I shipped LLM 0.26 yesterday one of the things I was most excited about was seeing what new tool plugins people would build for it. Dan Turkel’s llm-tools-exa is one of the first. It adds web search to LLM using Exa (previously),…

Simon Willison’s Weblog: llm-mistral 0.14

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Source URL: https://simonwillison.net/2025/May/29/llm-mistral-014/#atom-everything Source: Simon Willison’s Weblog Title: llm-mistral 0.14 Feedly Summary: llm-mistral 0.14 I added tool-support to my plugin for accessing the Mistral API from LLM today, plus support for Mistral’s new Codestral Embed embedding model. An interesting challenge here is that I’m not using an official client library for llm-mistral – I rolled…

Simon Willison’s Weblog: AI-assisted development needs automated tests

May 28, 2025

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Source URL: https://simonwillison.net/2025/May/28/automated-tests/ Source: Simon Willison’s Weblog Title: AI-assisted development needs automated tests Feedly Summary: I wonder if one of the reasons I’m finding LLMs so much more useful for coding than a lot of people that I see in online discussions is that effectively all of the code I work on has automated tests.…

Simon Willison’s Weblog: llm-llama-server 0.2

May 28, 2025

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Source URL: https://simonwillison.net/2025/May/28/llama-server-tools/ Source: Simon Willison’s Weblog Title: llm-llama-server 0.2 Feedly Summary: llm-llama-server 0.2 Here’s a second option for using LLM’s new tool support against local models (the first was via llm-ollama). It turns out the llama.cpp ecosystem has pretty robust OpenAI-compatible tool support already, so my llm-llama-server plugin only needed a quick upgrade to…

Simon Willison’s Weblog: Large Language Models can run tools in your terminal with LLM 0.26

May 27, 2025

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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…

Simon Willison’s Weblog: Build AI agents with the Mistral Agents API

May 27, 2025

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