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AI data processing

3 articles · Page 1 of 1

Aug 11, 2026 · Artificial Intelligence

Can AI Reliably Process Critical Data? A 10‑Minute End‑to‑End Test with Four Excel Tables

The author evaluates the Office Xiaoxuan AI assistant by feeding it 8,137 attendance records and three related business tables, then walks through file reading, data cleaning, cross‑table verification, and interactive dashboard generation, completing the entire workflow in about ten minutes while highlighting transparency, cost tracking, and verification limits.

AI data processingAI workflowExcel automation

0 likes · 9 min read

Can AI Reliably Process Critical Data? A 10‑Minute End‑to‑End Test with Four Excel Tables

Big Data Technology Tribe

Nov 23, 2025 · Artificial Intelligence

How Ray Data Accelerates AI Workloads with Streaming Execution

Ray Data is a scalable library built on Ray that offers high‑performance, streaming‑execution APIs for AI workloads, enabling efficient batch inference, data preprocessing, and training data ingestion across CPU and GPU resources, while supporting diverse data formats and seamless integration with popular frameworks.

AI data processingPythonRay Data

0 likes · 11 min read

How Ray Data Accelerates AI Workloads with Streaming Execution

Volcano Engine Developer Services

Mar 5, 2025 · Artificial Intelligence

How DeepSeek Smallpond Powers AI Data Processing with Ray and DuckDB

This article introduces DeepSeek Smallpond, a lightweight yet high‑performance AI data‑processing engine built on Ray and DuckDB, explains its dual Dataframe and LogicalPlan APIs, showcases integration with Volcano Engine's AI Data Lake LAS, and provides practical code examples for distributed processing, multimodal storage, and RAG pipelines.

AI data processingData LakeDistributed Computing

0 likes · 18 min read

How DeepSeek Smallpond Powers AI Data Processing with Ray and DuckDB