René's URL Explorer Experiment

Title: GitHub - oramasearch/orama: 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

Open Graph Title: GitHub - oramasearch/orama: 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

X Title: GitHub - oramasearch/orama: 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

Description: 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. - oramasearch/orama

Open Graph Description: 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. - oramasearch/orama

X Description: 🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. - oramasearch/orama

Opengraph URL: https://github.com/oramasearch/orama

X: @github

direct link

Domain: github.com

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fetch-nonce	v2:5b84a322-f9c7-d84b-7eaa-37f4f6c31b8e
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
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html-safe-nonce	ad03b424a5d66fc41f840ec9cd2569d16ff0602d673ed6c86b8a415367c06233
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hovercard-subject-tag	repository:490677825
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
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analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/oramasearch/orama
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og:image:alt	🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb. - oramasearch/orama
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octolytics-dimension-repository_network_root_id	490677825
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release	842eff1d11f899d02b6b3b98fa3ea4860e64b34e
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/oramasearch/orama#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Foramasearch%2Forama
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Foramasearch%2Forama
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=oramasearch%2Forama
Reload	https://github.com/oramasearch/orama
Reload	https://github.com/oramasearch/orama
Reload	https://github.com/oramasearch/orama
oramasearch	https://github.com/oramasearch
orama	https://github.com/oramasearch/orama
Please reload this page	https://github.com/oramasearch/orama
Notifications	https://github.com/login?return_to=%2Foramasearch%2Forama
Fork 373	https://github.com/login?return_to=%2Foramasearch%2Forama
Star 10.1k	https://github.com/login?return_to=%2Foramasearch%2Forama
docs.orama.com/docs/orama-js	https://docs.orama.com/docs/orama-js
View license	https://github.com/oramasearch/orama/blob/main/LICENSE.md
10.1k stars	https://github.com/oramasearch/orama/stargazers
373 forks	https://github.com/oramasearch/orama/forks
Branches	https://github.com/oramasearch/orama/branches
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Activity	https://github.com/oramasearch/orama/activity
Star	https://github.com/login?return_to=%2Foramasearch%2Forama
Notifications	https://github.com/login?return_to=%2Foramasearch%2Forama
Code	https://github.com/oramasearch/orama
Issues 12	https://github.com/oramasearch/orama/issues
Pull requests 4	https://github.com/oramasearch/orama/pulls
Discussions	https://github.com/oramasearch/orama/discussions
Actions	https://github.com/oramasearch/orama/actions
Projects 0	https://github.com/oramasearch/orama/projects
Security Uh oh! There was an error while loading. Please reload this page.	https://github.com/oramasearch/orama/security
Please reload this page	https://github.com/oramasearch/orama
Insights	https://github.com/oramasearch/orama/pulse
Code	https://github.com/oramasearch/orama
Issues	https://github.com/oramasearch/orama/issues
Pull requests	https://github.com/oramasearch/orama/pulls
Discussions	https://github.com/oramasearch/orama/discussions
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Projects	https://github.com/oramasearch/orama/projects
Security	https://github.com/oramasearch/orama/security
Insights	https://github.com/oramasearch/orama/pulse
Branches	https://github.com/oramasearch/orama/branches
Tags	https://github.com/oramasearch/orama/tags
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benchmarks	https://github.com/oramasearch/orama/tree/main/benchmarks
benchmarks	https://github.com/oramasearch/orama/tree/main/benchmarks
misc/readme	https://github.com/oramasearch/orama/tree/main/misc/readme
misc/readme	https://github.com/oramasearch/orama/tree/main/misc/readme
packages	https://github.com/oramasearch/orama/tree/main/packages
packages	https://github.com/oramasearch/orama/tree/main/packages
sandboxes	https://github.com/oramasearch/orama/tree/main/sandboxes
sandboxes	https://github.com/oramasearch/orama/tree/main/sandboxes
scripts	https://github.com/oramasearch/orama/tree/main/scripts
scripts	https://github.com/oramasearch/orama/tree/main/scripts
.gitattributes	https://github.com/oramasearch/orama/blob/main/.gitattributes
.gitattributes	https://github.com/oramasearch/orama/blob/main/.gitattributes
.gitignore	https://github.com/oramasearch/orama/blob/main/.gitignore
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.npmrc	https://github.com/oramasearch/orama/blob/main/.npmrc
.npmrc	https://github.com/oramasearch/orama/blob/main/.npmrc
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.nvmrc	https://github.com/oramasearch/orama/blob/main/.nvmrc
.swcrc	https://github.com/oramasearch/orama/blob/main/.swcrc
.swcrc	https://github.com/oramasearch/orama/blob/main/.swcrc
CONTRIBUTING.md	https://github.com/oramasearch/orama/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/oramasearch/orama/blob/main/CONTRIBUTING.md
LICENSE.md	https://github.com/oramasearch/orama/blob/main/LICENSE.md
LICENSE.md	https://github.com/oramasearch/orama/blob/main/LICENSE.md
README.md	https://github.com/oramasearch/orama/blob/main/README.md
README.md	https://github.com/oramasearch/orama/blob/main/README.md
biome.json	https://github.com/oramasearch/orama/blob/main/biome.json
biome.json	https://github.com/oramasearch/orama/blob/main/biome.json
package.json	https://github.com/oramasearch/orama/blob/main/package.json
package.json	https://github.com/oramasearch/orama/blob/main/package.json
pnpm-lock.yaml	https://github.com/oramasearch/orama/blob/main/pnpm-lock.yaml
pnpm-lock.yaml	https://github.com/oramasearch/orama/blob/main/pnpm-lock.yaml
pnpm-workspace.yaml	https://github.com/oramasearch/orama/blob/main/pnpm-workspace.yaml
pnpm-workspace.yaml	https://github.com/oramasearch/orama/blob/main/pnpm-workspace.yaml
turbo.json	https://github.com/oramasearch/orama/blob/main/turbo.json
turbo.json	https://github.com/oramasearch/orama/blob/main/turbo.json
README	https://github.com/oramasearch/orama
Contributing	https://github.com/oramasearch/orama
License	https://github.com/oramasearch/orama
	https://raw.githubusercontent.com/oramasearch/orama/refs/heads/main/misc/readme/orama-readme-hero-dark.png#gh-dark-mode-only
	https://raw.githubusercontent.com/oramasearch/orama/refs/heads/main/misc/readme/orama-readme-hero-light.png#gh-light-mode-only
	https://github.com/oramasearch/orama/actions/workflows/turbo.yml
Orama Slack channel	https://orama.to/slack
	https://github.com/oramasearch/orama#highlighted-features
Full-Text search	https://docs.orama.com/docs/orama-js/search
Vector Search	https://docs.orama.com/docs/orama-js/search/vector-search
Hybrid Search	https://docs.orama.com/docs/orama-js/search/hybrid-search
GenAI Chat Sessions	https://docs.orama.com/docs/orama-js/answer-engine
Search Filters	https://docs.orama.com/docs/orama-js/search/filters
Geosearch	https://docs.orama.com/docs/orama-js/search/geosearch
Pinning Rules (Merchandising)	https://docs.orama.com/docs/orama-js/results-pinning
Facets	https://docs.orama.com/docs/orama-js/search/facets
Fields Boosting	https://docs.orama.com/docs/orama-js/search/fields-boosting
Typo Tolerance	https://docs.orama.com/docs/orama-js/search#typo-tolerance
Exact Match	https://docs.orama.com/docs/orama-js/search#exact-match
BM25	https://docs.orama.com/docs/orama-js/search/bm25
Stemming and tokenization in 30 languages	https://docs.orama.com/docs/orama-js/text-analysis/stemming
Plugin System	https://docs.orama.com/docs/orama-js/plugins
	https://github.com/oramasearch/orama#installation
https://docs.orama.com	https://docs.orama.com
	https://github.com/oramasearch/orama#orama-features
	https://raw.githubusercontent.com/oramasearch/orama/refs/heads/main/misc/readme/features-dark.png#gh-dark-mode-only
	https://raw.githubusercontent.com/oramasearch/orama/refs/heads/main/misc/readme/features-light.png#gh-light-mode-only
	https://github.com/oramasearch/orama#usage
	https://github.com/oramasearch/orama#vector-and-hybrid-search-support
text embeddings	https://en.wikipedia.org/wiki/Word_embedding
Secure Proxy	https://docs.orama.com/docs/orama-js/plugins/plugin-secure-proxy
	https://github.com/oramasearch/orama#rag-and-chat-experiences-with-orama
Secure Proxy Plugin	https://docs.orama.com/docs/orama-js/plugins/plugin-secure-proxy
documentation	https://docs.orama.com/docs/orama-js/answer-engine
	https://github.com/oramasearch/orama#official-docs
https://docs.orama.com/open-source	https://docs.orama.com/open-source
	https://github.com/oramasearch/orama#official-orama-plugins
Plugin Embeddings	https://docs.orama.com/docs/orama-js/plugins/plugin-embeddings
Plugin Secure Proxy	https://docs.orama.com/docs/orama-js/plugins/plugin-secure-proxy
Plugin Analytics	https://docs.orama.com/docs/orama-js/plugins/plugin-analytics
Plugin Data Persistence	https://docs.orama.com/docs/orama-js/plugins/plugin-data-persistence
Plugin QPS	https://docs.orama.com/docs/orama-js/plugins/plugin-qps
Plugin PT15	https://docs.orama.com/docs/orama-js/plugins/plugin-pt15
Plugin Vitepress	https://docs.orama.com/docs/orama-js/plugins/plugin-vitepress
Plugin Docusaurus	https://docs.orama.com/docs/orama-js/plugins/plugin-docusaurus
Plugin Astro	https://docs.orama.com/docs/orama-js/plugins/plugin-astro
Plugin Nextra	https://docs.orama.com/docs/orama-js/plugins/plugin-nextra
https://docs.orama.com/docs/orama-js/plugins/writing-your-own-plugins	https://docs.orama.com/docs/orama-js/plugins/writing-your-own-plugins
	https://github.com/oramasearch/orama#license
Apache 2.0	https://github.com/oramasearch/orama/blob/main/LICENSE.md
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docs.orama.com/docs/orama-js	https://docs.orama.com/docs/orama-js
javascript	https://github.com/topics/javascript
search	https://github.com/topics/search
search-engine	https://github.com/topics/search-engine
node	https://github.com/topics/node
typescript	https://github.com/topics/typescript
vector	https://github.com/topics/vector
data-structures	https://github.com/topics/data-structures
full-text	https://github.com/topics/full-text
search-algorithm	https://github.com/topics/search-algorithm
typo-tolerance	https://github.com/topics/typo-tolerance
vector-search	https://github.com/topics/vector-search
vector-database	https://github.com/topics/vector-database
vector-search-engine	https://github.com/topics/vector-search-engine
algiorithm	https://github.com/topics/algiorithm
vector-database-embedding	https://github.com/topics/vector-database-embedding
Readme	https://github.com/oramasearch/orama#readme-ov-file
View license	https://github.com/oramasearch/orama#License-1-ov-file
Contributing	https://github.com/oramasearch/orama#contributing-ov-file
Please reload this page	https://github.com/oramasearch/orama
Activity	https://github.com/oramasearch/orama/activity
Custom properties	https://github.com/oramasearch/orama/custom-properties
10.1k stars	https://github.com/oramasearch/orama/stargazers
45 watching	https://github.com/oramasearch/orama/watchers
373 forks	https://github.com/oramasearch/orama/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Foramasearch%2Forama&report=oramasearch+%28user%29
Releases 161	https://github.com/oramasearch/orama/releases
v3.1.18 Latest Dec 19, 2025	https://github.com/oramasearch/orama/releases/tag/v3.1.18
+ 160 releases	https://github.com/oramasearch/orama/releases
Please reload this page	https://github.com/oramasearch/orama
Please reload this page	https://github.com/oramasearch/orama
Contributors 106	https://github.com/oramasearch/orama/graphs/contributors
Please reload this page	https://github.com/oramasearch/orama
+ 92 contributors	https://github.com/oramasearch/orama/graphs/contributors
TypeScript 97.9%	https://github.com/oramasearch/orama/search?l=typescript
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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