Tag: embeddings
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Simon Willison’s Weblog: State-of-the-art text embedding via the Gemini API
Source URL: https://simonwillison.net/2025/Mar/7/gemini-embeddings/#atom-everything Source: Simon Willison’s Weblog Title: State-of-the-art text embedding via the Gemini API Feedly Summary: State-of-the-art text embedding via the Gemini API Gemini just released their new text embedding model, with the snappy name gemini-embedding-exp-03-07. It supports 8,000 input tokens – up from 3,000 – and outputs vectors that are a lot larger…
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Hacker News: Simple Explanation of LLMs
Source URL: https://blog.oedemis.io/understanding-llms-a-simple-guide-to-large-language-models Source: Hacker News Title: Simple Explanation of LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive overview of Large Language Models (LLMs), highlighting their rapid adoption in AI, the foundational concepts behind their architecture, such as attention mechanisms and tokenization, and their implications for various fields.…
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Hacker News: Writing an LLM from scratch, part 8 – trainable self-attention
Source URL: https://www.gilesthomas.com/2025/03/llm-from-scratch-8-trainable-self-attention Source: Hacker News Title: Writing an LLM from scratch, part 8 – trainable self-attention Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an in-depth exploration of implementing self-attention mechanisms in large language models (LLMs), focusing on the mathematical operations and concepts involved. This detailed explanation serves as a…
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Cloud Blog: Unico builds cutting-edge IDTech with Spanner Vector Search
Source URL: https://cloud.google.com/blog/products/databases/unico-builds-cutting-edge-idtech-with-spanner-vector-search/ Source: Cloud Blog Title: Unico builds cutting-edge IDTech with Spanner Vector Search Feedly Summary: Unico is a leading biometric verification and authentication company addressing the global challenges of identity management and fraud prevention. With nearly two decades of experience in the Brazilian market, Unico has become a reliable supplier to over 800…
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Hacker News: The Best Way to Use Text Embeddings Portably Is with Parquet and Polars
Source URL: https://minimaxir.com/2025/02/embeddings-parquet/ Source: Hacker News Title: The Best Way to Use Text Embeddings Portably Is with Parquet and Polars Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a detailed overview of generating and utilizing text embeddings from large language models, specifically applied to Magic: The Gathering cards. It emphasizes the…
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Cloud Blog: Unlock Inference-as-a-Service with Cloud Run and Vertex AI
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/improve-your-gen-ai-app-velocity-with-inference-as-a-service/ Source: Cloud Blog Title: Unlock Inference-as-a-Service with Cloud Run and Vertex AI Feedly Summary: It’s no secret that large language models (LLMs) and generative AI have become a key part of the application landscape. But most foundational LLMs are consumed as a service, meaning they’re hosted and served by a third party…
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Hacker News: Implementing LLaMA3 in 100 Lines of Pure Jax
Source URL: https://saurabhalone.com/blogs/llama3/web Source: Hacker News Title: Implementing LLaMA3 in 100 Lines of Pure Jax Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a comprehensive tutorial on implementing the LLaMA 3 language model using JAX, emphasizing its functional programming nature and its suitability for educational purposes. This tutorial is particularly relevant…
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Simon Willison’s Weblog: LLM 0.22, the annotated release notes
Source URL: https://simonwillison.net/2025/Feb/17/llm/#atom-everything Source: Simon Willison’s Weblog Title: LLM 0.22, the annotated release notes Feedly Summary: I released LLM 0.22 this evening. Here are the annotated release notes: model.prompt(…, key=) for API keys chatgpt-4o-latest llm logs -s/–short llm models -q gemini -q exp llm embed-multi –prepend X Everything else model.prompt(…, key=) for API keys Plugins…
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Cloud Blog: Operationalizing generative AI apps with Apigee
Source URL: https://cloud.google.com/blog/products/api-management/using-apigee-api-management-for-ai/ Source: Cloud Blog Title: Operationalizing generative AI apps with Apigee Feedly Summary: Generative AI is now well beyond the hype and into the realm of practical application. But while organizations are eager to build enterprise-ready gen AI solutions on top of large language models (LLMs), they face challenges in managing, securing, and…
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Simon Willison’s Weblog: Nomic Embed Text V2: An Open Source, Multilingual, Mixture-of-Experts Embedding Model
Source URL: https://simonwillison.net/2025/Feb/12/nomic-embed-text-v2/#atom-everything Source: Simon Willison’s Weblog Title: Nomic Embed Text V2: An Open Source, Multilingual, Mixture-of-Experts Embedding Model Feedly Summary: Nomic Embed Text V2: An Open Source, Multilingual, Mixture-of-Experts Embedding Model Nomic continue to release the most interesting and powerful embedding models. Their latest is Embed Text V2, an Apache 2.0 licensed multi-lingual 1.9GB…