docs: add fuzzy search and relevance ordering documentation - #596

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@doclouloudocloulou commented Apr 10, 2026•
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Add documentation for the new fuzzy and fuzzyContains filter
operators and _relevance ordering, available on PostgreSQL only.

linked to : zenstackhq/zenstack#2573

Summary by CodeRabbit

  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.

@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel

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@doclouloudocloulou mentioned this pull request Apr 10, 2026
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No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro

Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899

📥 Commits

Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.

📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md

Walkthrough

Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.

Changes

Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

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@ymc9

ymc9 commented May 26, 2026

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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/

@ymc9ymc9 closed this May 31, 2026
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
docs: add fuzzy search and relevance ordering documentation - #596
Closed
docloulou wants to merge 1 commit into
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docs: add fuzzy search and relevance ordering documentation#596
docloulou wants to merge 1 commit into
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docloulou:docs/fuzzy-search
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@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

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No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  •  Create PR with unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.
❤️ Share
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@ymc9
ymc9
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May 26, 2026

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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add fuzzy search and relevance ordering documentation - #596
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docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Closed
docs: add fuzzy search and relevance ordering documentation#596
docloulou wants to merge 1 commit into
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docloulou:docs/fuzzy-search
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@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

8 tasks
@coderabbitai
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Apr 10, 2026

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No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  •  Create PR with unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.
❤️ Share
Comment @coderabbitai help to get the list of available commands and usage tips.
@ymc9
ymc9
commented
May 26, 2026

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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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@docloulou@ymc9

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add fuzzy search and relevance ordering documentation - #596
Closed
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Closed
docs: add fuzzy search and relevance ordering documentation#596
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
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@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
Bot
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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

8 tasks
@coderabbitai
coderabbitaiBot
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Apr 10, 2026

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No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  •  Create PR with unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.
❤️ Share
Comment @coderabbitai help to get the list of available commands and usage tips.
@ymc9
ymc9
commented
May 26, 2026

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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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2 participants

@docloulou@ymc9

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
docs: add fuzzy search and relevance ordering documentation - #596
Closed
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Closed
docs: add fuzzy search and relevance ordering documentation#596
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
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@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
Bot
Loading

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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

8 tasks
@coderabbitai
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commented
Apr 10, 2026

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No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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docs: add fuzzy search and relevance ordering documentation - #596
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docloulou wants to merge 1 commit into
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docs: add fuzzy search and relevance ordering documentation#596
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@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

8 tasks
@coderabbitai
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No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  •  Create PR with unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.
❤️ Share
Comment @coderabbitai help to get the list of available commands and usage tips.
@ymc9
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May 26, 2026

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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: add fuzzy search and relevance ordering documentation - #596
Closed
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Closed
docs: add fuzzy search and relevance ordering documentation#596
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Conversation
@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

8 tasks
@coderabbitai
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Apr 10, 2026

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No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  •  Create PR with unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.
❤️ Share
Comment @coderabbitai help to get the list of available commands and usage tips.
@ymc9
ymc9
commented
May 26, 2026

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Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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@docloulou@ymc9

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
docs: add fuzzy search and relevance ordering documentation - #596
Closed
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Closed
docs: add fuzzy search and relevance ordering documentation#596
docloulou wants to merge 1 commit into
zenstackhq:mainfrom 
docloulou:docs/fuzzy-search
Conversation
@docloulou
@doclouloudocloulou
commented
Apr 10, 2026•

edited by coderabbitai
Bot
Loading

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Add documentation for the new fuzzy and fuzzyContains filter

operators and _relevance ordering, available on PostgreSQL only.
linked to : zenstackhq/zenstack#2573
Summary by CodeRabbit
  • Documentation
    • Added detailed documentation for new fuzzy search filter operators exclusively available for PostgreSQL databases, providing powerful and flexible string matching capabilities.
    • Documented their implementation across queries and mutation operations, relevance-based result sorting functionality, required setup prerequisites, and important pagination limitations to consider.
@docloulou
docs: add fuzzy search and relevance ordering documentation
dfc105e
Add documentation for the new `fuzzy` and `fuzzyContains` filter
operators and `_relevance` ordering, available on PostgreSQL only.
@vercel
vercelBot
commented
Apr 10, 2026

Copy link


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@docloulou is attempting to deploy a commit to the ZenStack Team on Vercel.
A member of the Team first needs to authorize it.
@doclouloudocloulou
mentioned this pull request
Apr 10, 2026
 Merged

8 tasks
@coderabbitai
coderabbitaiBot
commented
Apr 10, 2026

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Contributor
No actionable comments were generated in the recent review. 🎉
ℹ️ Recent review info
⚙️ Run configuration
Configuration used: Repository UI
Review profile: CHILL
Plan: Pro
Run ID: dc7e4595-46b4-4727-aec3-90d3b1ba7899
📥 Commits
Reviewing files that changed from the base of the PR and between 51f95aa and dfc105e.
📒 Files selected for processing (2)
  • docs/orm/api/filter.md
  • docs/orm/api/find.md
Walkthrough
Two documentation files were updated to introduce fuzzy search filtering capabilities for PostgreSQL. The primary documentation in filter.md covers fuzzy search filters with prerequisites, operator semantics, usage examples, and relevance-based sorting. A cross-reference was added to find.md noting fuzzy search relevance sorting availability.
Changes
Cohort / File(s)Summary
Fuzzy search filters documentation
docs/orm/api/filter.md		Added comprehensive guide for fuzzy search filters including fuzzy and fuzzyContains operators, pg_trgm/unaccent prerequisites, operator semantics, examples with combined filters, and relevance-based sorting via _relevance field with pagination cautions.
Sorting reference
docs/orm/api/find.md		Added brief note linking to fuzzy search relevance sorting capabilities from the Sorting section.
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~3 minutes
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Title check✅ PassedThe title clearly and accurately summarizes the main change: adding documentation for fuzzy search filters and relevance-based ordering, which is the primary focus of both modified files.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✏️ Tip: You can configure your own custom pre-merge checks in the settings.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  •  Create PR with unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.
❤️ Share
Comment @coderabbitai help to get the list of available commands and usage tips.
@ymc9
ymc9
commented
May 26, 2026

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Member
Hi @docloulou , sorry I didn't notice this PR previously. I've acctually added separate dedicated pages for the new search features here: https://zenstack.dev/docs/orm/api/text-search/
@ymc9ymc9
closed this
May 31, 2026
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