Mastering Full-Text Search: Why Tools Like OpenSearch, Elasticsearch, and Meilisearch Matter Search is everywhere, whether you’re looking for a product on Amazon, a tweet on X, or a log entry in ...
#meilisearch #elasticsearch #opensearch #fulltextsearch
Origin | Interest | Match
#meilisearch #elasticsearch #opensearch #fulltextsearch
Origin | Interest | Match
Mastering Full-Text Search: Why Tools Like OpenSearch, Elasticsearch, and Meilisearch Matter
Search is everywhere, whether you’re looking for a product on Amazon, a tweet on X, or a log entry in...
dev.to
October 31, 2025 at 11:11 AM
Mastering Full-Text Search: Why Tools Like OpenSearch, Elasticsearch, and Meilisearch Matter Search is everywhere, whether you’re looking for a product on Amazon, a tweet on X, or a log entry in ...
#meilisearch #elasticsearch #opensearch #fulltextsearch
Origin | Interest | Match
#meilisearch #elasticsearch #opensearch #fulltextsearch
Origin | Interest | Match
このときに内部的に起こるのは「ユーザ入力からクエリ生成し (by LLM による fullTextSearch 呼び出し),候補を hard-filtering し (by fullTextSearch の実行),得られた文書をセンテンスベクトルに埋め込み (by LLM が戻り値を消費),結果をフィードバックして反復する」という,ある意味極めて古典的なことなんだけど,これを特に難しい実装をすることなく達成できるのがとても強い.
October 13, 2025 at 7:57 AM
このときに内部的に起こるのは「ユーザ入力からクエリ生成し (by LLM による fullTextSearch 呼び出し),候補を hard-filtering し (by fullTextSearch の実行),得られた文書をセンテンスベクトルに埋め込み (by LLM が戻り値を消費),結果をフィードバックして反復する」という,ある意味極めて古典的なことなんだけど,これを特に難しい実装をすることなく達成できるのがとても強い.
一見 latency が問題になりそうなんだけど,
1. ユーザの入力 → search(query) ツールをもつ LLM で処理
2. search(query) の内部実装:別の LLM が fullTextSearch(query) を反復的に実行
という階層構造にして search(query) のレイヤでキャッシュすると LLM が生成する query の多様性が小さいので実用上かなりうまくいく.つまり 1 が query rewriting agent で 2 が search agent という立て付け.
1. ユーザの入力 → search(query) ツールをもつ LLM で処理
2. search(query) の内部実装:別の LLM が fullTextSearch(query) を反復的に実行
という階層構造にして search(query) のレイヤでキャッシュすると LLM が生成する query の多様性が小さいので実用上かなりうまくいく.つまり 1 が query rewriting agent で 2 が search agent という立て付け.
October 13, 2025 at 7:48 AM
一見 latency が問題になりそうなんだけど,
1. ユーザの入力 → search(query) ツールをもつ LLM で処理
2. search(query) の内部実装:別の LLM が fullTextSearch(query) を反復的に実行
という階層構造にして search(query) のレイヤでキャッシュすると LLM が生成する query の多様性が小さいので実用上かなりうまくいく.つまり 1 が query rewriting agent で 2 が search agent という立て付け.
1. ユーザの入力 → search(query) ツールをもつ LLM で処理
2. search(query) の内部実装:別の LLM が fullTextSearch(query) を反復的に実行
という階層構造にして search(query) のレイヤでキャッシュすると LLM が生成する query の多様性が小さいので実用上かなりうまくいく.つまり 1 が query rewriting agent で 2 が search agent という立て付け.
I wrote a full text search engine in Go https:// github.com/wizenheimer/blaze # HackerNews # I # wrote # a # full # text # search # engine # in # Go # GoLang # FullTextSearch # OpenSource # SoftwareDevelopment # HackerNews
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Origin
mastodon.social
October 9, 2025 at 9:09 PM
I wrote a full text search engine in Go https:// github.com/wizenheimer/blaze # HackerNews # I # wrote # a # full # text # search # engine # in # Go # GoLang # FullTextSearch # OpenSource # SoftwareDevelopment # HackerNews
Interest | Match | Feed
Interest | Match | Feed
Origin
mastodon.social
October 9, 2025 at 9:09 PM
Did you know that BHL has #FullTextSearch? You can search for scientific names, places, etc, but you can also find all the things that "Alfred Russell Wallace" found "delicious" in his travels (search for "delicious" and then narrow search results by author). #ILoveBHL www.biodiversitylibrary.org 🧪
October 7, 2025 at 5:36 AM
Did you know that BHL has #FullTextSearch? You can search for scientific names, places, etc, but you can also find all the things that "Alfred Russell Wallace" found "delicious" in his travels (search for "delicious" and then narrow search results by author). #ILoveBHL www.biodiversitylibrary.org 🧪
The # FullTextSearch may be a bit broken now, I'm going to switch that over to our new instance as well so it may take a little bit for it to re-index all of the content that should be in the search engine.
Interest | Match | Feed
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Origin
mastodonapp.uk
September 15, 2025 at 8:10 PM
Migrating from LXC zu VM but Fulltextsearch still doesn't work Hello, I have Nextcloud AIO installed in a Proxmox LXC. Now I want to use Elasticsearch which doesn’t work with LXCs. So I migra...
Origin | Interest | Match
Origin | Interest | Match
Awakari App
awakari.com
August 17, 2025 at 5:03 PM
📦 silverstripe/textextraction 5.0.1
Text Extraction API for SilverStripe CMS (mostly used with 'fulltextsearch' module)
🔗 https://github.com/silverstripe/silverstripe-textextraction
Text Extraction API for SilverStripe CMS (mostly used with 'fulltextsearch' module)
🔗 https://github.com/silverstripe/silverstripe-textextraction
July 23, 2025 at 5:05 AM
📦 silverstripe/textextraction 5.0.1
Text Extraction API for SilverStripe CMS (mostly used with 'fulltextsearch' module)
🔗 https://github.com/silverstripe/silverstripe-textextraction
Text Extraction API for SilverStripe CMS (mostly used with 'fulltextsearch' module)
🔗 https://github.com/silverstripe/silverstripe-textextraction
🔍 Full-Text Search Strategy Guide
Walkthroughs and Tips for FamilySearch and Beyond
ttps://genealogyjustask.substack.com/p/full-text-search-strategy-guide
#FullTextSearch #AI #FullTextSearchWorksheet
Walkthroughs and Tips for FamilySearch and Beyond
ttps://genealogyjustask.substack.com/p/full-text-search-strategy-guide
#FullTextSearch #AI #FullTextSearchWorksheet
June 18, 2025 at 5:14 PM
🔍 Full-Text Search Strategy Guide
Walkthroughs and Tips for FamilySearch and Beyond
ttps://genealogyjustask.substack.com/p/full-text-search-strategy-guide
#FullTextSearch #AI #FullTextSearchWorksheet
Walkthroughs and Tips for FamilySearch and Beyond
ttps://genealogyjustask.substack.com/p/full-text-search-strategy-guide
#FullTextSearch #AI #FullTextSearchWorksheet
Part 4 of the PostgreSQL Maximalism series is now out! This one's about full-text search, graph analytics, and message queues. youtu.be/8jNHzLEf-7U?... #dataengineering #postgres #databases #fulltextsearch #networks #messagequeues
PostgreSQL Maximalism - Extensions for Every Use Case - Part 4
YouTube video by Data Lab Tech
youtu.be
June 17, 2025 at 1:17 PM
Part 4 of the PostgreSQL Maximalism series is now out! This one's about full-text search, graph analytics, and message queues. youtu.be/8jNHzLEf-7U?... #dataengineering #postgres #databases #fulltextsearch #networks #messagequeues
waait a moment . has my instance _not_ been using meilisearch for the search lately . it says "SQL-Like search" is the default. and i never overwrote the `fulltextSearch` provider...
June 15, 2025 at 1:06 PM
waait a moment . has my instance _not_ been using meilisearch for the search lately . it says "SQL-Like search" is the default. and i never overwrote the `fulltextSearch` provider...
#Genealogy #FamilyHistory #FamilySearch
#NewBellsAndWhistles
FamilySearch has added a new icon in the catalog to show which DGS/Films can be accessed using #FullTextSearch.
#NewBellsAndWhistles
FamilySearch has added a new icon in the catalog to show which DGS/Films can be accessed using #FullTextSearch.
May 15, 2025 at 1:51 PM
#Genealogy #FamilyHistory #FamilySearch
#NewBellsAndWhistles
FamilySearch has added a new icon in the catalog to show which DGS/Films can be accessed using #FullTextSearch.
#NewBellsAndWhistles
FamilySearch has added a new icon in the catalog to show which DGS/Films can be accessed using #FullTextSearch.
AIO Setup not loading up Talk, Colabora, Fulltextsearch Hi, I’ve carefully gone through your po...
https://help.nextcloud.com/t/aio-setup-not-loading-up-talk-colabora-fulltextsearch/221465#post_4
Event Attributes
https://help.nextcloud.com/t/aio-setup-not-loading-up-talk-colabora-fulltextsearch/221465#post_4
Event Attributes
Awakari App
awakari.com
March 31, 2025 at 5:58 AM
AIO Setup not loading up Talk, Colabora, Fulltextsearch Hi, I’ve carefully gone through your po...
https://help.nextcloud.com/t/aio-setup-not-loading-up-talk-colabora-fulltextsearch/221465#post_4
Event Attributes
https://help.nextcloud.com/t/aio-setup-not-loading-up-talk-colabora-fulltextsearch/221465#post_4
Event Attributes
You remember Beverly Vance (1832-1899) from Abbeville County, South Carolina? Well, I use Full-Text Search, and look at what I found!
Uncovering Beverly Vance: Utilizing Full-Text Search to Find Hidden Treasure
genealogyjustask.substack.com/p/uncovering... #fulltextsearch
Uncovering Beverly Vance: Utilizing Full-Text Search to Find Hidden Treasure
genealogyjustask.substack.com/p/uncovering... #fulltextsearch
March 18, 2025 at 6:04 PM
You remember Beverly Vance (1832-1899) from Abbeville County, South Carolina? Well, I use Full-Text Search, and look at what I found!
Uncovering Beverly Vance: Utilizing Full-Text Search to Find Hidden Treasure
genealogyjustask.substack.com/p/uncovering... #fulltextsearch
Uncovering Beverly Vance: Utilizing Full-Text Search to Find Hidden Treasure
genealogyjustask.substack.com/p/uncovering... #fulltextsearch
🚀 Streamline Your Workflow with Advanced Document Search! 📄✨
Apply different #DocumentSearch capabilities to quickly find what you need:
🔍 #FullTextSearch (Content Search)
🔍 Extended Filter Search Capabilities
🔍 Search by document tags
Search and retrieve documents instantly with #elDoc!
Apply different #DocumentSearch capabilities to quickly find what you need:
🔍 #FullTextSearch (Content Search)
🔍 Extended Filter Search Capabilities
🔍 Search by document tags
Search and retrieve documents instantly with #elDoc!
February 13, 2025 at 9:33 AM
🚀 Streamline Your Workflow with Advanced Document Search! 📄✨
Apply different #DocumentSearch capabilities to quickly find what you need:
🔍 #FullTextSearch (Content Search)
🔍 Extended Filter Search Capabilities
🔍 Search by document tags
Search and retrieve documents instantly with #elDoc!
Apply different #DocumentSearch capabilities to quickly find what you need:
🔍 #FullTextSearch (Content Search)
🔍 Extended Filter Search Capabilities
🔍 Search by document tags
Search and retrieve documents instantly with #elDoc!
Follow through skcgs.blogspot.com/2025/01/follow-through.html
#Checklists #FollowThrough #Momentum #ResearchLog #Timelines #FullTextSearch #ResearchReport #LocalityGuides #SourceCitations #LandRecords #Platting #CityDirectories
#Checklists #FollowThrough #Momentum #ResearchLog #Timelines #FullTextSearch #ResearchReport #LocalityGuides #SourceCitations #LandRecords #Platting #CityDirectories
January 13, 2025 at 8:18 PM
"Full search by tags & comments!"
Our Chrome extension allows you to full-text search your history using tags & comments! Find what you need, fast!
#ChromeExtension #FullTextSearch #SearchEfficiency #InformationManagement #TimeSaving
Our Chrome extension allows you to full-text search your history using tags & comments! Find what you need, fast!
#ChromeExtension #FullTextSearch #SearchEfficiency #InformationManagement #TimeSaving
January 13, 2025 at 12:17 AM
"Full search by tags & comments!"
Our Chrome extension allows you to full-text search your history using tags & comments! Find what you need, fast!
#ChromeExtension #FullTextSearch #SearchEfficiency #InformationManagement #TimeSaving
Our Chrome extension allows you to full-text search your history using tags & comments! Find what you need, fast!
#ChromeExtension #FullTextSearch #SearchEfficiency #InformationManagement #TimeSaving
2025: What's Ahead? skcgs.blogspot.com/2024/12/2025-whats-ahead.html
#1950Census #GenealogyResearch #FullTextSearch #Breakthroughs #RootsTech #AI #AirTravel #Connection #WorldView #MachineLearning #FamilySearch #Ancestry #NationalArchives
#1950Census #GenealogyResearch #FullTextSearch #Breakthroughs #RootsTech #AI #AirTravel #Connection #WorldView #MachineLearning #FamilySearch #Ancestry #NationalArchives
December 23, 2024 at 8:07 PM
🔍 Unlock powerful search capabilities with #elDoc! 🚀✨
📄 #FullTextSearch: Search within document content, not just file names.
🎯 Defined Filter Options: Apply filters to narrow down results with ease.
🎬 Watch a short demo to see it in action! 👉 www.youtube.com/watch?v=lX3r...
#DocumentSearch
📄 #FullTextSearch: Search within document content, not just file names.
🎯 Defined Filter Options: Apply filters to narrow down results with ease.
🎬 Watch a short demo to see it in action! 👉 www.youtube.com/watch?v=lX3r...
#DocumentSearch
elDoc - Advanced Document Search | Document Workflow Automation Tutorial
YouTube video by elDoc
www.youtube.com
December 20, 2024 at 11:56 AM
🔍 Unlock powerful search capabilities with #elDoc! 🚀✨
📄 #FullTextSearch: Search within document content, not just file names.
🎯 Defined Filter Options: Apply filters to narrow down results with ease.
🎬 Watch a short demo to see it in action! 👉 www.youtube.com/watch?v=lX3r...
#DocumentSearch
📄 #FullTextSearch: Search within document content, not just file names.
🎯 Defined Filter Options: Apply filters to narrow down results with ease.
🎬 Watch a short demo to see it in action! 👉 www.youtube.com/watch?v=lX3r...
#DocumentSearch
Building an e-commerce site? 🛒 Boox can power your product search! Instant results, typo tolerance, and customizable ranking. #ecommerce #webdev #fulltextsearch #boox #javascript
stilearning.com/boox/
stilearning.com/boox/
Boox - Search anything, instantly
stilearning.com
December 15, 2024 at 12:53 PM
Building an e-commerce site? 🛒 Boox can power your product search! Instant results, typo tolerance, and customizable ranking. #ecommerce #webdev #fulltextsearch #boox #javascript
stilearning.com/boox/
stilearning.com/boox/
Make your documentation searchable with Boox! 📖 Help users find what they need quickly and easily. #docs #webdev #fulltextsearch #javascript #boox
github.com/bent10/boox
github.com/bent10/boox
GitHub - bent10/boox: Search anything, instantly
Search anything, instantly. Contribute to bent10/boox development by creating an account on GitHub.
github.com
December 15, 2024 at 12:15 PM
Make your documentation searchable with Boox! 📖 Help users find what they need quickly and easily. #docs #webdev #fulltextsearch #javascript #boox
github.com/bent10/boox
github.com/bent10/boox
Top AI Breakthroughs for Genealogists in 2024 skcgs.blogspot.com/2024/12/top-ai-breakthroughs-for-genealogists.html
#Reason #Projects #AnswerEngine #AI #Analysis #Collaborate #Genealogy #Research #FullTextSearch #Breakthroughs #FamilyHistory #Flow
#Reason #Projects #AnswerEngine #AI #Analysis #Collaborate #Genealogy #Research #FullTextSearch #Breakthroughs #FamilyHistory #Flow
December 9, 2024 at 7:30 PM
Top AI Breakthroughs for Genealogists in 2024 skcgs.blogspot.com/2024/12/top-ai-breakthroughs-for-genealogists.html
#Reason #Projects #AnswerEngine #AI #Analysis #Collaborate #Genealogy #Research #FullTextSearch #Breakthroughs #FamilyHistory #Flow
#Reason #Projects #AnswerEngine #AI #Analysis #Collaborate #Genealogy #Research #FullTextSearch #Breakthroughs #FamilyHistory #Flow
Thanks for that hard work. Just an FYI we completely corrupted our database on v25 by in a minor update of our PTE enabling fulltextsearch on text fields including lookup flowfields. This was not prevented by compiler but damaged database so badly we can’t upgrade PTE or appsource apps. So beware!
November 29, 2024 at 9:32 AM
Thanks for that hard work. Just an FYI we completely corrupted our database on v25 by in a minor update of our PTE enabling fulltextsearch on text fields including lookup flowfields. This was not prevented by compiler but damaged database so badly we can’t upgrade PTE or appsource apps. So beware!
Well ... they both are bad, just in different ways:
#Bluesky: Add an #EditButton and fix #translate to not open a new tab or window. #Bookmarks would be nice too.
#Mastodon: The search function stinks! Only #hashtags are indexed by default. Add #fulltextsearch already.
#Bluesky: Add an #EditButton and fix #translate to not open a new tab or window. #Bookmarks would be nice too.
#Mastodon: The search function stinks! Only #hashtags are indexed by default. Add #fulltextsearch already.
November 20, 2024 at 7:00 PM
Well ... they both are bad, just in different ways:
#Bluesky: Add an #EditButton and fix #translate to not open a new tab or window. #Bookmarks would be nice too.
#Mastodon: The search function stinks! Only #hashtags are indexed by default. Add #fulltextsearch already.
#Bluesky: Add an #EditButton and fix #translate to not open a new tab or window. #Bookmarks would be nice too.
#Mastodon: The search function stinks! Only #hashtags are indexed by default. Add #fulltextsearch already.