AWS Big Data
MARCH 10, 2025
Although traditional scaling primarily responds to query queue times, the new AI-driven scaling and optimization feature offers a more sophisticated approach by considering multiple factors including query complexity and data volume. Consider using AI-driven scaling and optimization if your current workload requires 32 to 512 base RPUs.
Analytics Vidhya
JUNE 3, 2024
Introduction Building and optimizing Retrieval-Augmented Generation (RAG) pipelines has been a rewarding experience. Evaluation ensures the RAG pipeline retrieves relevant documents, generates […] The post A Guide to Evaluate RAG Pipelines with LlamaIndex and TRULens appeared first on Analytics Vidhya.
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O'Reilly on Data
NOVEMBER 19, 2024
Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain. Split each document into chunks. One more embellishment is to use a graph neural network (GNN) trained on the documents. Chunk your documents from unstructured data sources, as usual in GraphRAG. at Facebook—both from 2020.
Analytics Vidhya
SEPTEMBER 17, 2024
Introduction Vector streaming in EmbedAnything is being introduced, a feature designed to optimize large-scale document embedding. Enabling asynchronous chunking and embedding using Rust’s concurrency reduces memory usage and speeds up the process.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. So how do you identify where to start and how to succeed?
CIO Business Intelligence
JANUARY 21, 2025
Build toward intelligent document management Most enterprises have document management systems to extract information from PDFs, word processing files, and scanned paper documents, where document structure and the required information arent complex.
Smart Data Collective
SEPTEMBER 29, 2022
One study by Think With Google shows that marketing leaders are 130% as likely to have a documented data strategy. Optical Character Recognition, or OCR, is a technology for reading documents and extracting data. Optical Character Recognition, or OCR, is a technology for reading documents and extracting data.
Advertiser: Data Robot
The game-changing potential of artificial intelligence (AI) and machine learning is well-documented. The optimal level of disclosure to AI stakeholders. Any organization that is considering adopting AI at their organization must first be willing to trust in AI technology. Why your organization’s values should be built into your AI.
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