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Tag: natural language processing

  • Simon Willison’s Weblog: openai/openai-realtime-console

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    Source URL: https://simonwillison.net/2024/Oct/9/openai-realtime-console/#atom-everything Source: Simon Willison’s Weblog Title: openai/openai-realtime-console Feedly Summary: openai/openai-realtime-console I got this OpenAI demo repository working today – it’s an extremely easy way to get started playing around with the new Realtime voice API they announced at DevDay last week: cd /tmp git clone https://github.com/openai/openai-realtime-console cd openai-realtime-console npm i npm start That…

  • Hacker News: Alternatives to cosine similarity

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    Source URL: https://tomhazledine.com/cosine-similarity-alternatives/ Source: Hacker News Title: Alternatives to cosine similarity Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses various methods for comparing vectors, particularly in the context of LLM embeddings, emphasizing the utility of cosine similarity over alternative distance functions like Euclidean and Manhattan distances. It underscores the significance of…

  • Hacker News: Ask HN: Who is hiring? (October 2024)

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    Source URL: https://news.ycombinator.com/item?id=41709301 Source: Hacker News Title: Ask HN: Who is hiring? (October 2024) Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines the development of a novel AI system that aims to surpass the capabilities of traditional large language models (LLMs). This innovative approach focuses on multi-step reasoning, source citation, and…

  • Hacker News: AMD Unveils Its First Small Language Model AMD-135M

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    Source URL: https://community.amd.com/t5/ai/amd-unveils-its-first-small-language-model-amd-135m/ba-p/711368 Source: Hacker News Title: AMD Unveils Its First Small Language Model AMD-135M Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of AMD’s first small language model (SLM), AMD-135M, which incorporates speculative decoding to enhance performance significantly in natural language processing. This development highlights AMD’s commitment to…

  • The Cloudflare Blog: Network trends and natural language: Cloudflare Radar’s new Data Explorer & AI Assistant

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    Source URL: https://blog.cloudflare.com/radar-data-explorer-ai-assistant Source: The Cloudflare Blog Title: Network trends and natural language: Cloudflare Radar’s new Data Explorer & AI Assistant Feedly Summary: The Cloudflare Radar Data Explorer provides a simple Web-based interface to build more complex API queries, including comparisons and filters, and visualize the results. The accompanying AI Assistant translates a user’s natural…

  • Cloud Blog: AI-powered visualization and LookML assistants debut for Gemini in Looker

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    Source URL: https://cloud.google.com/blog/products/business-intelligence/gemini-in-looker-lookml-assistant-and-visualization-assistant/ Source: Cloud Blog Title: AI-powered visualization and LookML assistants debut for Gemini in Looker Feedly Summary: Today’s business intelligence (BI) landscape is evolving rapidly, as users gain ever more value from their unique datasets with powerful, generative AI-driven data analysis tools. To help accelerate this transformation, and help you create and collaborate…

  • Simon Willison’s Weblog: Introducing Contextual Retrieval

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    Source URL: https://simonwillison.net/2024/Sep/20/introducing-contextual-retrieval/#atom-everything Source: Simon Willison’s Weblog Title: Introducing Contextual Retrieval Feedly Summary: Introducing Contextual Retrieval Here’s an interesting new embedding/RAG technique, described by Anthropic but it should work for any embedding model against any other LLM. One of the big challenges in implementing semantic search against vector embeddings – often used as part of…

  • The Register: Python in Excel goes live – but only for certain Windows users

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    Source URL: https://www.theregister.com/2024/09/18/python_in_excel_general_release/ Source: The Register Title: Python in Excel goes live – but only for certain Windows users Feedly Summary: Mac and Android loyals: you can look, but no calculation for now Office power users, rejoice: Python in Excel is now generally available – provided you have the right license and machine. … AI Summary…

  • Hacker News: Show HN: Wordllama – Things you can do with the token embeddings of an LLM

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    Source URL: https://github.com/dleemiller/WordLlama Source: Hacker News Title: Show HN: Wordllama – Things you can do with the token embeddings of an LLM Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses WordLlama, a lightweight natural language processing (NLP) toolkit that enhances the efficiency of word embeddings derived from large language models (LLMs).…

  • Hacker News: Graph Language Models

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    Source URL: https://aclanthology.org/2024.acl-long.245 Source: Hacker News Title: Graph Language Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the development of Graph Language Models (GLMs), which combine the capabilities of traditional Language Models (LMs) and Graph Neural Networks (GNNs) to enhance understanding and processing of knowledge graphs alongside text inputs. This…