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📰 Dev.to · Sergey Nikolaev

20 articles · Updated every 3 hours · View all reads

All Articles 132,393Blog Posts 137,072Tech Tutorials 34,304Research Papers 25,931News 18,744 ⚡ AI Lessons
KNN early termination in Manticore Search
Dev.to · Sergey Nikolaev 📐 ML Fundamentals ⚡ AI Lesson 1mo ago
KNN early termination in Manticore Search
Modern search engines do more than match keywords. When you search for "cozy mystery set in Paris"...
How to Make xt850 Match xt 850
Dev.to · Sergey Nikolaev 📐 ML Fundamentals ⚡ AI Lesson 2mo ago
How to Make xt850 Match xt 850
TL;DR Since version 23.0.0, Manticore can make searches like xt850 match xt 850 using...
How to Speed Up Phrase Search with bigram_index
Dev.to · Sergey Nikolaev 📐 ML Fundamentals ⚡ AI Lesson 2mo ago
How to Speed Up Phrase Search with bigram_index
TL;DR bigram_index can be used for several purposes, and in this article we focus...
Build a Searchable Catalog with Filters, Facets, and Semantic Search
Dev.to · Sergey Nikolaev 📣 Digital Marketing & Growth ⚡ AI Lesson 2mo ago
Build a Searchable Catalog with Filters, Facets, and Semantic Search
A search box is easy. A searchable catalog that keeps being useful after the first query is the...
Why monitoring your search engine matters: Manticore ➡ Prometheus ➡ Grafana
Dev.to · Sergey Nikolaev 📣 Digital Marketing & Growth ⚡ AI Lesson 3mo ago
Why monitoring your search engine matters: Manticore ➡ Prometheus ➡ Grafana
One of our users reached out recently with a familiar problem: search had suddenly become noticeably...
Monitor Manticore Search in Grafana with One Command
Dev.to · Sergey Nikolaev 3mo ago
Monitor Manticore Search in Grafana with One Command
The most annoying kind of incident is when database doesn’t go down completely - it just gets...
Parallel chunk merging in Manticore Search
Dev.to · Sergey Nikolaev 📐 ML Fundamentals ⚡ AI Lesson 3mo ago
Parallel chunk merging in Manticore Search
Starting from Manticore Search 24.4.0, RT table compaction has a more capable execution model....
S3 Streamable Backup: Direct-to-Cloud Backups for Manticore Search
Dev.to · Sergey Nikolaev ⚡ AI Lesson 3mo ago
S3 Streamable Backup: Direct-to-Cloud Backups for Manticore Search
Since we introduced the backup tool in Manticore Search 6, backing up your data has become...
Prepared statements in Manticore Search
Dev.to · Sergey Nikolaev 3mo ago
Prepared statements in Manticore Search
Imagine you're building a powerful search application. Users type in keywords, and your backend needs...
KNN prefiltering in Manticore Search
Dev.to · Sergey Nikolaev ⚡ AI Lesson 3mo ago
KNN prefiltering in Manticore Search
Vector search rarely happens in isolation. You almost always have filters — a price range, a...
Hybrid search in Manticore Search
Dev.to · Sergey Nikolaev ⚡ AI Lesson 3mo ago
Hybrid search in Manticore Search
Search is rarely a one-size-fits-all problem. A user typing "cheap running shoes" wants exact keyword...
Manticore Search 25.0.0
Dev.to · Sergey Nikolaev 📣 Digital Marketing & Growth ⚡ AI Lesson 3mo ago
Manticore Search 25.0.0
Manticore Search 25.0.0 has been released. This version brings a simpler packaging model together...
MCP-Manticore: Let Your AI Assistant Write Manticore Queries for You
Dev.to · Sergey Nikolaev 🛠️ AI Tools & Apps ⚡ AI Lesson 4mo ago
MCP-Manticore: Let Your AI Assistant Write Manticore Queries for You
Introduction You've heard Manticore Search is fast. You've heard it handles full-text,...
Inline Stopwords, Exceptions, and Wordforms
Dev.to · Sergey Nikolaev ⚡ AI Lesson 5mo ago
Inline Stopwords, Exceptions, and Wordforms
Manticore Search now supports inline specification of tokenization dictionary settings directly in...
Auto Embeddings in Manticore Search: AI-Powered Search Made Simple
Dev.to · Sergey Nikolaev 🔍 RAG & Vector Search 10mo ago
Auto Embeddings in Manticore Search: AI-Powered Search Made Simple
We're excited to share a new feature that makes building semantic search apps as simple as writing...
Manticore Search 13.11.0: Introducing Auto Embeddings and Enhanced AI Search
Dev.to · Sergey Nikolaev ⚡ AI Lesson 10mo ago
Manticore Search 13.11.0: Introducing Auto Embeddings and Enhanced AI Search
We're excited to announce the August 2025 release of Manticore Search 13.11.0, a major update...