Experimental News Clipping Site

Tag: generative

  • Simon Willison’s Weblog: LLM 0.19

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    Source URL: https://simonwillison.net/2024/Dec/1/llm-019/ Source: Simon Willison’s Weblog Title: LLM 0.19 Feedly Summary: LLM 0.19 I just released version 0.19 of LLM, my Python library and CLI utility for working with Large Language Models. I released 0.18 a couple of weeks ago adding support for calling models from Python asyncio code. 0.19 improves on that, and…

  • AWS News Blog: AWS Database Migration Service now automates time-intensive schema conversion tasks using generative AI

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    Source URL: https://aws.amazon.com/blogs/aws/aws-data-migration-service-improves-database-schema-conversion-with-generative-ai/ Source: AWS News Blog Title: AWS Database Migration Service now automates time-intensive schema conversion tasks using generative AI Feedly Summary: AWS DMS Schema Conversion converts up to 90% of your schema to accelerate your database migrations and reduce manual effort with the power of generative AI. AI Summary and Description: Yes Summary:…

  • AWS News Blog: New APIs in Amazon Bedrock to enhance RAG applications, now available

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    Source URL: https://aws.amazon.com/blogs/aws/new-apis-in-amazon-bedrock-to-enhance-rag-applications-now-available/ Source: AWS News Blog Title: New APIs in Amazon Bedrock to enhance RAG applications, now available Feedly Summary: With custom connectors and reranking models, you can enhance RAG applications by enabling direct ingestion to knowledge bases without requiring a full sync, and improving response relevance through advanced re-ranking models. AI Summary and…

  • AWS News Blog: Introducing new PartyRock capabilities and free daily usage

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    Source URL: https://aws.amazon.com/blogs/aws/introducing-new-partyrock-capabilities-and-free-daily-usage/ Source: AWS News Blog Title: Introducing new PartyRock capabilities and free daily usage Feedly Summary: Unleash your creativity with PartyRock’s new AI capabilities: generate images, analyze visuals, search hundreds of thousands of apps, and process multiple docs simultaneously – no coding required. AI Summary and Description: Yes Summary: The text discusses the…

  • Simon Willison’s Weblog: 0xfreysa/agent

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    Source URL: https://simonwillison.net/2024/Nov/29/0xfreysaagent/#atom-everything Source: Simon Willison’s Weblog Title: 0xfreysa/agent Feedly Summary: 0xfreysa/agent Freysa describes itself as “the world’s first adversarial agent game". On 22nd November they released an LLM-driven application which people could pay to message (using Ethereum), with access to tools that could transfer a prize pool to the message sender, ending the game.…

  • Simon Willison’s Weblog: Structured Generation w/ SmolLM2 running in browser & WebGPU

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    Source URL: https://simonwillison.net/2024/Nov/29/structured-generation-smollm2-webgpu/#atom-everything Source: Simon Willison’s Weblog Title: Structured Generation w/ SmolLM2 running in browser & WebGPU Feedly Summary: Structured Generation w/ SmolLM2 running in browser & WebGPU Extraordinary demo by Vaibhav Srivastav. Here’s Hugging Face’s SmolLM2-1.7B-Instruct running directly in a web browser (using WebGPU, so requires Chrome for the moment) demonstrating structured text extraction,…

  • Simon Willison’s Weblog: Quoting Menlo Ventures

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    Source URL: https://simonwillison.net/2024/Nov/29/menlo-ventures/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Menlo Ventures Feedly Summary: Among closed-source models, OpenAI’s early mover advantage has eroded somewhat, with enterprise market share dropping from 50% to 34%. The primary beneficiary has been Anthropic,* which doubled its enterprise presence from 12% to 24% as some enterprises switched from GPT-4 to Claude…

  • Simon Willison’s Weblog: Quoting Andrej Karpathy

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    Source URL: https://simonwillison.net/2024/Nov/29/andrej-karpathy/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Andrej Karpathy Feedly Summary: People have too inflated sense of what it means to “ask an AI" about something. The AI are language models trained basically by imitation on data from human labelers. Instead of the mysticism of "asking an AI", think of it more as…

  • Simon Willison’s Weblog: GitHub OAuth for a static site using Cloudflare Workers

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    Source URL: https://simonwillison.net/2024/Nov/29/github-oauth-cloudflare/ Source: Simon Willison’s Weblog Title: GitHub OAuth for a static site using Cloudflare Workers Feedly Summary: GitHub OAuth for a static site using Cloudflare Workers Here’s a TIL covering a Thanksgiving AI-assisted programming project. I wanted to add OAuth against GitHub to some of the projects on my tools.simonwillison.net site in order…

  • Simon Willison’s Weblog: LLM Flowbreaking

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    Source URL: https://simonwillison.net/2024/Nov/29/llm-flowbreaking/#atom-everything Source: Simon Willison’s Weblog Title: LLM Flowbreaking Feedly Summary: LLM Flowbreaking Gadi Evron from Knostic: We propose that LLM Flowbreaking, following jailbreaking and prompt injection, joins as the third on the growing list of LLM attack types. Flowbreaking is less about whether prompt or response guardrails can be bypassed, and more about…