Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
IEEE

Research on Preprocessing Methods for Aggregate Queries in Data Sharing

Abstract: This work presents an in-depth investigation into the preprocessing methods for aggregate queries in data sharing, with a focus on enhancing privacy preservation and efficiency within big ...
The Register on MSN

Yes, you can build an AI agent - here's how, using LangFlow

AI automation, now as simple as point, click, drag, and drop Hands On For all the buzz surrounding them, AI agents are simply ...
IEEE

Evaluating Data Quality and Preprocessing Methods to Enhance Skeleton-Based Action ...

Abstract: The accuracy of skeleton-based action recognition models can be significantly improved using data processing techniques, particularly in complicated environments such as retail stores where ...
GitHub

AtlasMap: enabling low-cost, map-style exploration of million-cell single-cell atlases

atlasmap-sc/ ├── preprocessing/ # Python preprocessing pipeline │ ├── atlasmap_preprocess/ │ │ ├── pipeline.py # Main pipeline │ │ ├── binning/ # Quadtree binning │ │ └── io/ # Zarr & SOMA I/O │ └── ...
GitHub

ThinhDangQuoc/data-preprocessing-project

Dự án xây dựng hệ thống gợi ý sản phẩm thương mại điện tử sử dụng Two-Stage Ranking Architecture với Dual-Model Strategy để tối ưu hóa cho cả giai đoạn bình thường và giai đoạn đặc biệt (Tết Nguyên ...