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Mingyi World Elasticsearch
Mingyi World Elasticsearch
May 12, 2026 · Backend Development

From Zero to One: Building a Personalized E‑commerce Search with Easysearch

The article walks through constructing a fully personalized e‑commerce search system using Easysearch and Python Flask, detailing product modeling, behavior collection, profile building with time decay and LLM augmentation, and how to inject these signals into Elasticsearch DSL for real‑time, user‑specific ranking and recommendation.

EasysearchElasticsearchLLM
0 likes · 18 min read
From Zero to One: Building a Personalized E‑commerce Search with Easysearch
MaGe Linux Operations
MaGe Linux Operations
Jul 7, 2020 · Backend Development

Build a DingTalk Enterprise Bot with Python Flask for Domain & SSL Expiry Checks

This guide walks through creating a DingTalk enterprise robot using Python Flask, covering incoming vs outgoing modes, required prerequisites, step‑by‑step robot creation, backend webhook implementation, domain and SSL certificate expiry detection with code samples, and real‑world integration scenarios.

DingTalkDomain ExpiryEnterprise Bot
0 likes · 12 min read
Build a DingTalk Enterprise Bot with Python Flask for Domain & SSL Expiry Checks