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JD Tech Talk

Official JD Tech public account delivering best practices and technology innovation.

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JD Tech Talk
JD Tech Talk
Aug 5, 2025 · Artificial Intelligence

How AI is Revolutionizing Supply Chains: JD.com's Billion‑Scale Time‑Series Model

The article details JD.com’s AI‑driven supply‑chain innovations, including a billion‑scale pure time‑series model, advanced demand forecasting, intelligent inventory selection, and end‑to‑end allocation algorithms that dramatically improve efficiency, cost, and global supply‑chain transformation.

AITime Series Forecastingdata-driven
0 likes · 10 min read
How AI is Revolutionizing Supply Chains: JD.com's Billion‑Scale Time‑Series Model
JD Tech Talk
JD Tech Talk
Jul 30, 2025 · Artificial Intelligence

Deploy JoyAgent‑Genie Locally and Switch to DeepSeek in Minutes

This guide walks you through quickly trying the open‑source JoyAgent‑Genie online, then cloning the repository, running the one‑click start script, and reconfiguring the .env and application.yml files to replace the default GPT‑4.1 model with DeepSeek, all with clear step‑by‑step instructions and screenshots.

AI modelDeploymentJoyAgent-Genie
0 likes · 3 min read
Deploy JoyAgent‑Genie Locally and Switch to DeepSeek in Minutes
JD Tech Talk
JD Tech Talk
Jul 29, 2025 · Artificial Intelligence

Unlock JD’s Open‑Source JoyAgent: Build, Deploy, and Customize AI Agents

This article introduces JD's open‑source JoyAgent‑JDGenie, a lightweight multi‑agent framework, explains its architecture and performance, and provides step‑by‑step instructions for local Docker deployment, configuration, and usage for creating AI‑driven applications.

AI AgentDockerJava
0 likes · 8 min read
Unlock JD’s Open‑Source JoyAgent: Build, Deploy, and Customize AI Agents
JD Tech Talk
JD Tech Talk
Jul 28, 2025 · Artificial Intelligence

8 Key Features of JD.com’s Open‑Source Genie AI Agent

JD.com’s Genie open‑source AI agent introduces eight powerful capabilities—including plug‑in multi‑agent support, iterative planning, cross‑task context sharing, digital employee enhancements, deep model‑plus‑search, CodeTool for code lifecycle, refined system prompts, and a configurable MCP server—designed to boost intelligent workflow efficiency.

AI AgentPlanningartificial intelligence
0 likes · 1 min read
8 Key Features of JD.com’s Open‑Source Genie AI Agent
JD Tech Talk
JD Tech Talk
Jul 27, 2025 · Artificial Intelligence

Evaluating JoyAgent‑JDGenie: A Lightweight Multi‑Agent AI Framework in Action

This article presents a thorough evaluation of the open‑source JoyAgent‑JDGenie multi‑agent AI framework, covering its background, test cases for restaurant recommendation and travel planning, deployment steps, performance metrics, and concluding recommendations, highlighting its efficiency, ease of deployment, and result quality.

AIAgentsDeployment
0 likes · 8 min read
Evaluating JoyAgent‑JDGenie: A Lightweight Multi‑Agent AI Framework in Action
JD Tech Talk
JD Tech Talk
Jul 25, 2025 · Databases

How to Seamlessly Migrate a Legacy MongoDB System to JimKV, MySQL, and ES

This article presents a comprehensive migration plan for a legacy MongoDB‑based system, detailing scope analysis, dual‑write implementation, data source selection, bulk and incremental migration strategies, and a three‑pronged online approach (monitoring, gray release, rollback) to ensure a smooth cut‑over without service disruption.

Data SynchronizationDatabase MigrationDual Write
0 likes · 8 min read
How to Seamlessly Migrate a Legacy MongoDB System to JimKV, MySQL, and ES
JD Tech Talk
JD Tech Talk
Jul 23, 2025 · Artificial Intelligence

Causal Inference + LLMs: Transforming E‑Commerce Pricing Strategies

This article describes how integrating causal inference with large language models and Retrieval‑Augmented Generation can automate and explain e‑commerce product pricing, detailing the three‑step workflow, reinforcement‑learning rewards, experimental results, and future directions for end‑to‑end RAG‑LLM training.

RAGcausal inferencee‑commerce pricing
0 likes · 15 min read
Causal Inference + LLMs: Transforming E‑Commerce Pricing Strategies
JD Tech Talk
JD Tech Talk
Jul 21, 2025 · Backend Development

Mastering Spring Interceptors: How to Implement, Configure, and Optimize

Learn how Spring interceptors work, their relationship with WebApplicationContext, various types, configuration methods, execution flow, advanced features, and practical examples such as logging and authentication, plus a comparison with servlet filters and demo results.

Backend DevelopmentInterceptorJava
0 likes · 7 min read
Mastering Spring Interceptors: How to Implement, Configure, and Optimize
JD Tech Talk
JD Tech Talk
Jul 16, 2025 · Databases

How JD Ads Cut Storage Costs 87% with Apache Doris Hot‑Cold Data Tiering

JD Advertising built a massive ad‑data warehouse on Apache Doris, reaching nearly 1 PB and 18 trillion rows, then implemented a hot‑cold data tiering strategy—first a lake‑based approach, later a native tiering solution in Doris 2.0—reducing storage costs by 87% and boosting query performance over tenfold.

Apache DorisData Storagecold-hot tiering
0 likes · 18 min read
How JD Ads Cut Storage Costs 87% with Apache Doris Hot‑Cold Data Tiering