notebook – Page 10 – Experimental News Clipping Site

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

Dec 4, 2024

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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.…

Hacker News: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques

Dec 4, 2024

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Source URL: https://github.com/athina-ai/rag-cookbooks Source: Hacker News Title: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines a comprehensive resource on advanced Retrieval-Augmented Generation (RAG) techniques, which enhance the accuracy and relevance of responses generated by Large Language Models (LLMs) by integrating external…

The Register: Russian spies may have moved in next door to target your network

Nov 25, 2024

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Source URL: https://www.theregister.com/2024/11/25/infosec_news_in_brief/ Source: The Register Title: Russian spies may have moved in next door to target your network Feedly Summary: Plus: Microsoft seizes phishing domains; Helldown finds new targets; Illegal streaming with Jupyter, and more Infosec in brief Not to make you paranoid, but that business across the street could, under certain conditions, serve…

Cloud Blog: Build an AI agent for trip planning with Gemini 1.5 Pro: A step-by-step guide

Nov 22, 2024

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/learn-how-to-create-an-ai-agent-for-trip-planning-with-gemini-1-5-pro/ Source: Cloud Blog Title: Build an AI agent for trip planning with Gemini 1.5 Pro: A step-by-step guide Feedly Summary: Gemini 1.5 Pro is creating new possibilities for developers to build AI agents that streamline the customer experience. In this post, we’ll focus on a practical application that has emerged in the…

Cloud Blog: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors

Nov 21, 2024

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/learn-how-to-handle-429-resource-exhaustion-errors-in-your-llms/ Source: Cloud Blog Title: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors Feedly Summary: Large language models (LLMs) give developers immense power and scalability, but managing resource consumption is key to delivering a smooth user experience. LLMs demand significant computational resources, which means it’s essential to…

Simon Willison’s Weblog: Quoting Steven Johnson

Nov 21, 2024

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Source URL: https://simonwillison.net/2024/Nov/21/steven-johnson/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Steven Johnson Feedly Summary: When we started working on what became NotebookLM in the summer of 2022, we could fit about 1,500 words in the context window. Now we can fit up to 1.5 million words. (And using various other tricks, effectively fit 25 million words.)…

Cloud Blog: How Deutsche Bank built a new retail data platform on Google Cloud

Nov 14, 2024

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Source URL: https://cloud.google.com/blog/products/data-analytics/inside-deutsche-banks-pbdp-retail-data-platform/ Source: Cloud Blog Title: How Deutsche Bank built a new retail data platform on Google Cloud Feedly Summary: Getting insights into customer’s preferences and needs is crucial for any modern business — and that’s especially true for a retail bank. Insights from customer data help deliver improved customer experiences through custom tailored…

Cloud Blog: How to simplify building RAG pipelines in BigQuery with Document AI Layout Parser

Nov 7, 2024

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Source URL: https://cloud.google.com/blog/products/data-analytics/bigquery-and-document-ai-layout-parser-for-document-preprocessing/ Source: Cloud Blog Title: How to simplify building RAG pipelines in BigQuery with Document AI Layout Parser Feedly Summary: Document preprocessing is a common hurdle when building retrieval-augmented generation (RAG) pipelines. It often requires Python skills and external libraries to parse documents like PDFs into manageable chunks that can be used to…

The Register: Python dethrones JavaScript as the most-used language on GitHub

Nov 5, 2024

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Source URL: https://www.theregister.com/2024/11/05/python_dethrones_javascript_github/ Source: The Register Title: Python dethrones JavaScript as the most-used language on GitHub Feedly Summary: Yearly report finds explosion of GenAI projects, new users from outside the coding community responsible for boost There’s been an upset in the Octoverse, as Python has unseated JavaScript as the most-used programming language on GitHub.… AI…

Cloud Blog: A practical guide to synthetic data generation with Gretel and BigQuery DataFrames

Nov 4, 2024

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Source URL: https://cloud.google.com/blog/products/data-analytics/synthetic-data-generation-with-gretel-and-bigquery-dataframes/ Source: Cloud Blog Title: A practical guide to synthetic data generation with Gretel and BigQuery DataFrames Feedly Summary: In our previous post, we explored how integrating Gretel with BigQuery DataFrames streamlines synthetic data generation while preserving data privacy. To recap, BigQuery DataFrames is a Python client for BigQuery, providing pandas-compatible APIs with…

Tag: notebook