Tag: text retrieval
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Cloud Blog: More choice, more control: self-deploy proprietary models in your VPC with Vertex AI
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/new-proprietary-models-vertex-model-garden/ Source: Cloud Blog Title: More choice, more control: self-deploy proprietary models in your VPC with Vertex AI Feedly Summary: Building the best AI applications requires both the freedom to choose the most powerful, specialized model for the task at hand, and a platform that can handle them all. This flexibility is core…
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Tomasz Tunguz: Data & AI Infrastructure Are Fusing
Source URL: https://www.tomtunguz.com/data–ai-infrastructure-are-fusing/ Source: Tomasz Tunguz Title: Data & AI Infrastructure Are Fusing Feedly Summary: AI breaks the data stack. Most enterprises spent the past decade building sophisticated data stacks. ETL pipelines move data into warehouses. Transformation layers clean data for analytics. BI tools surface insights to users. This architecture worked for traditional analytics. But…
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Cloud Blog: Chat with your data from anywhere: Announcing Google’s Conversational Analytics API
Source URL: https://cloud.google.com/blog/products/data-analytics/understanding-lookers-conversational-analytics-api/ Source: Cloud Blog Title: Chat with your data from anywhere: Announcing Google’s Conversational Analytics API Feedly Summary: Decision-makers, employees, and customers all need answers where they work: in the applications they use every day. In recent years, the rise of AI-powered BI has transformed our relationship with data, enabling us to ask…
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Cloud Blog: How to tap into natural language AI services using the Conversational Analytics API
Source URL: https://cloud.google.com/blog/products/business-intelligence/use-conversational-analytics-api-for-natural-language-ai/ Source: Cloud Blog Title: How to tap into natural language AI services using the Conversational Analytics API Feedly Summary: AI is making it easier than ever to get clear, reliable answers from your data. With intelligent tools like the Conversational Analytics API, powered by Gemini, you no longer need intricate systems to…
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Cloud Blog: Build GraphRAG applications using Spanner Graph and LangChain
Source URL: https://cloud.google.com/blog/products/databases/using-spanner-graph-with-langchain-for-graphrag/ Source: Cloud Blog Title: Build GraphRAG applications using Spanner Graph and LangChain Feedly Summary: Spanner Graph redefines graph data management by integrating graph, relational, search, and AI capabilities with virtually unlimited scalability. GraphRAG has emerged as a frontrunner in building question-answering systems that enable organizations to extract relevant insights from their interconnected…
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Hacker News: voyage-code-3
Source URL: https://blog.voyageai.com/2024/12/04/voyage-code-3/ Source: Hacker News Title: voyage-code-3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents voyage-code-3, a new embedding model optimized for code retrieval that significantly outperforms existing models in both performance and cost-efficiency. The introduction of Matryoshka learning and advanced quantization techniques allows for reduced storage requirements without compromising…
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Hacker News: Magna: Embedding similarity search tool for searching within large documents
Source URL: https://github.com/yousef-rafat/Magna Source: Hacker News Title: Magna: Embedding similarity search tool for searching within large documents Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into a tool named Magna, which employs Embedding Similarity Search, a method leveraged in large language models (LLMs). This functionality allows for semantically understanding and…