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Mingyi World Elasticsearch
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Mingyi World Elasticsearch

The leading WeChat public account for Elasticsearch fundamentals, advanced topics, and hands‑on practice. Join us to dive deep into the ELK Stack (Elasticsearch, Logstash, Kibana, Beats).

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Recent Articles

Latest from Mingyi World Elasticsearch

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Mingyi World Elasticsearch
Mingyi World Elasticsearch
Mar 18, 2025 · Databases

Six Real-World Enterprise Use Cases of INFINI Gateway for Elasticsearch

The article examines six practical enterprise scenarios where INFINI Gateway enhances Elasticsearch clusters—covering zero‑cost security, intelligent query protection, automated slow‑query circuit breaking, high‑performance proxy architecture, fine‑grained read/write throttling, and end‑to‑end request logging—detailing problems, traditional limitations, and the gateway’s concrete solutions.

ElasticsearchInfinI GatewayLog Auditing
0 likes · 6 min read
Six Real-World Enterprise Use Cases of INFINI Gateway for Elasticsearch
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Mar 11, 2025 · Backend Development

Master Elasticsearch dense_vector: definition, usage, and kNN search guide

This article explains Elasticsearch's dense_vector field for storing dense vectors, covering its definition, how to define and index vectors, kNN search methods (brute‑force and approximate with HNSW), similarity options, quantization strategies, bit‑vector support, key parameters, and how to update mappings.

ElasticsearchQuantizationbit vectors
0 likes · 13 min read
Master Elasticsearch dense_vector: definition, usage, and kNN search guide
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Mar 11, 2025 · Operations

How to Throttle Read and Write Traffic in an Elasticsearch Cluster

The article explains why native Elasticsearch throttling is insufficient, introduces node‑level traffic control provided by Infinilabs Gateway, shows detailed configuration examples, parameter meanings, FAQ solutions, advanced tuning tips, and performance comparisons to protect clusters from overload.

Cluster stabilityInfinilabs Gatewaynode-level throttling
0 likes · 7 min read
How to Throttle Read and Write Traffic in an Elasticsearch Cluster
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Mar 6, 2025 · Artificial Intelligence

Smart Q&A Knowledge Base Powered by Qwen2.5‑14B and Elasticsearch RAG

This article details a smart Q&A knowledge‑base system that integrates the Qwen2.5‑14B large language model with Elasticsearch vector search via RAG, covering data ingestion with FSCrawler, Chinese sentence embedding, Gradio UI, performance tests on a 483‑page book, architecture diagrams, code walkthroughs, and suggested enhancements.

Chinese EmbeddingElasticsearchFSCrawler
0 likes · 11 min read
Smart Q&A Knowledge Base Powered by Qwen2.5‑14B and Elasticsearch RAG
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Feb 18, 2025 · Operations

Visualizing Elasticsearch Request Traffic with Infini Gateway: A Hands‑On Guide

This article walks through configuring Infini Gateway to capture and log Elasticsearch request traffic, setting up index templates and ILM policies, importing a Kibana dashboard, and visualizing key metrics such as request latency and success rates for real‑time monitoring and performance optimization.

ElasticsearchIndex Lifecycle ManagementInfinI Gateway
0 likes · 9 min read
Visualizing Elasticsearch Request Traffic with Infini Gateway: A Hands‑On Guide
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Feb 18, 2025 · Operations

Secure and Customize Kibana in One Click with INFINI Gateway

The article explains why exposing Kibana without protection is risky, then shows how to use INFINI Gateway to add Basic Auth, TLS encryption, and flexible routing rules—without changing Kibana itself—providing step‑by‑step configuration, validation screenshots, and ideas for further customization.

Basic AuthConfigurationInfinI Gateway
0 likes · 11 min read
Secure and Customize Kibana in One Click with INFINI Gateway
Mingyi World Elasticsearch
Mingyi World Elasticsearch
Feb 17, 2025 · Information Security

Secure Elasticsearch with a Single InfinI Gateway: Adding TLS and Basic Auth

By placing an InfinI Gateway in front of Elasticsearch, you can quickly add Basic Authentication and TLS encryption without modifying the ES cluster, enabling unified security for legacy or multi‑version deployments, with step‑by‑step configuration examples, validation commands, and guidance on optional HTTP fallback.

Basic AuthElasticsearchInfinI Gateway
0 likes · 11 min read
Secure Elasticsearch with a Single InfinI Gateway: Adding TLS and Basic Auth