AI & Data

Total 5 posts

AI & Data•Jan 25, 2025•4 min readEN

Boosting Response Quality in PDF and Web Querying with RAG Agents

A comprehensive exploration of integrating Retrieval-Augmented Generation (RAG) agents to enhance response quality in querying PDFs and web data.

RAGAIPDF QueryingWeb QueryingDeep LearningData Architecture

AI & Data•Jan 24, 2025•13 min readEN

Agentic AI - A Comprehensive Overview for Data Professionals

offers a comprehensive overview of Agentic AI, delving into its definition, benefits, potential, limitations, future prospects, and use cases across various industries.

AIAgentic AILLMChatbotData SecurityData Compliance

AI & Data•Jan 23, 2025•3 min readEN

DeepSeek R1 Model and Its Implications - A technical trial

A comprehensive review and technical trial of the DeepSeek R1 model, exploring its applications and performance in the AI field.

DeepSeekR1Model ReviewAITechnical Trial

AI & Data•Dec 31, 2024•8 min readEN

Choosing the Right Databricks Mode - Notebooks vs. Delta Live Tables

Discussing the pros and cons of using Databricks Notebooks vs. Delta Live Tables for data processing and data lakehouse development.

DatabricksDLTNotebookData ProcessingData LakeData LakehouseAIMachine Learning

AI & Data•Dec 23, 2024•4 min readEN

Data Ingestion - A Comprehensive Overview

Provides a comprehensive overview of data ingestion, including its importance, key components, and best practices.

Data IngestionData EngineeringData ScienceBig DataArtificial IntelligenceETLBusiness Intelligence

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