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Tag: streamlit

  • Cloud Blog: Unlock Inference-as-a-Service with Cloud Run and Vertex AI

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    Kurt Seifried
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    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…

  • Cloud Blog: An advanced LlamaIndex RAG implementation on Google Cloud

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    system automation
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/llamaindex-for-rag-on-google-cloud/ Source: Cloud Blog Title: An advanced LlamaIndex RAG implementation on Google Cloud Feedly Summary: Introduction Retrieval Augmented Generation (RAG) is revolutionizing how we build Large Language Model (LLM)-powered applications, but unlike tabular machine learning where XGBoost reigns supreme, there’s no single “go-to" solution for RAG. Developers need efficient ways to experiment with…

  • Simon Willison’s Weblog: How Anthropic built Artifacts

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    system automation
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    Source URL: https://simonwillison.net/2024/Aug/28/how-anthropic-built-artifacts/#atom-everything Source: Simon Willison’s Weblog Title: How Anthropic built Artifacts Feedly Summary: How Anthropic built Artifacts Gergely Orosz interviews five members of Anthropic about how they built Artifacts on top of Claude 3.5 Sonnet with a small team in just three months. The initial prototype used Streamlit, and the biggest challenge was building…