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Tag: structured output

  • Hacker News: Structured Outputs with Ollama

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    Source URL: https://ollama.com/blog/structured-outputs Source: Hacker News Title: Structured Outputs with Ollama Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text elaborates on enhancements to the Ollama libraries that support structured outputs, allowing users to constrain model responses to predefined JSON formats. This innovation can improve the reliability and consistency of data extraction in…

  • Cloud Blog: Build agentic RAG on Google Cloud databases with LlamaIndex

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    Source URL: https://cloud.google.com/blog/products/databases/llamaindex-integrates-with-alloydb-and-cloud-sql-for-postgresql/ Source: Cloud Blog Title: Build agentic RAG on Google Cloud databases with LlamaIndex Feedly Summary: AI agents are revolutionizing the landscape of gen AI application development. Retrieval augmented generation (RAG) has significantly enhanced the capabilities of large language models (LLMs), enabling them to access and leverage external data sources such as databases.…

  • 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: W̶e̶e̶k̶n̶o̶t̶e̶s̶ Monthnotes for October

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    Source URL: https://simonwillison.net/2024/Oct/30/monthnotes/#atom-everything Source: Simon Willison’s Weblog Title: W̶e̶e̶k̶n̶o̶t̶e̶s̶ Monthnotes for October Feedly Summary: I try to publish weeknotes at least once every two weeks. It’s been four since the last entry, so I guess this one counts as monthnotes instead. In my defense, the reason I’ve fallen behind on weeknotes is that I’ve been…