Experimental News Clipping Site

Tag: Chunking

  • Cloud Blog: How Commerzbank is transforming financial advisory workflows with gen AI

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-commerzbank-is-transforming-financial-advisory-workflows-with-gen-ai/ Source: Cloud Blog Title: How Commerzbank is transforming financial advisory workflows with gen AI Feedly Summary: In today’s fast-paced financial landscape, staying competitive requires embracing innovation and efficiency. Commerzbank, a leading German bank, recognized the potential to streamline its internal workflows, particularly within its financial advisory division for corporate clients.  Given regulatory…

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

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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…

  • Hacker News: Vector databases are the wrong abstraction

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    Source URL: https://www.timescale.com/blog/vector-databases-are-the-wrong-abstraction/ Source: Hacker News Title: Vector databases are the wrong abstraction Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the complexities and challenges faced by engineering teams when integrating vector databases into AI systems, particularly in handling embeddings sourced from diverse data. It introduces the concept of a “vectorizer”…

  • Hacker News: Probably pay attention to tokenizers

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    Source URL: https://cybernetist.com/2024/10/21/you-should-probably-pay-attention-to-tokenizers/ Source: Hacker News Title: Probably pay attention to tokenizers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text delves into the critical role of tokenization in AI applications, particularly those utilizing Retrieval-Augmented Generation (RAG). It emphasizes how understanding tokenization can significantly affect the performance of AI models, especially in contexts…

  • Hacker News: Searching a Codebase in English

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    Source URL: https://www.greptile.com/blog/semantic Source: Hacker News Title: Searching a Codebase in English Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a detailed challenge faced by an AI-driven tool designed to execute semantic searches over codebases. It highlights the difficulties of applying natural language processing techniques used for text to the semantics…