René's URL Explorer Experiment


Title: GitHub - byteakp/Devsearch: Flask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches.

Open Graph Title: GitHub - byteakp/Devsearch: Flask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches.

X Title: GitHub - byteakp/Devsearch: Flask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches.

Description: Flask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches. - byteakp/Devsearch

Open Graph Description: Flask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches. - byteakp/Devsearch

X Description: Flask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches. - byteakp/Devsearch

Opengraph URL: https://github.com/byteakp/Devsearch

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:bd3344f8-85df-a4ce-a52e-9f0a9df378b0
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC84E:531A6:6A133A:8B3D71:698C22F2
html-safe-nonce85c8e8cfe54e1ef4b63dce696730a87a7e075a20f5f52117836ff818c0baa33c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDODRFOjUzMUE2OjZBMTMzQTo4QjNENzE6Njk4QzIyRjIiLCJ2aXNpdG9yX2lkIjoiMjMwMDg1MTYyNzYyNjM0MTEwNiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmaca0a32796d520ac16491f6f2836702ebf9fd43c36f2eb61ecc79f57a40af611e7
hovercard-subject-tagrepository:985153759
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/byteakp/Devsearch
twitter:imagehttps://opengraph.githubassets.com/7fc8f68013905d901f54a0cbeda22f9f522b3fef6038c35e02233dcf54c4c0f9/byteakp/Devsearch
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/7fc8f68013905d901f54a0cbeda22f9f522b3fef6038c35e02233dcf54c4c0f9/byteakp/Devsearch
og:image:altFlask-based search engine with hybrid retrieval (BM25 + Sentence Transformers) and Gemini API integration for code-specific and general-purpose searches. - byteakp/Devsearch
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/byteakp/Devsearch git https://github.com/byteakp/Devsearch.git
octolytics-dimension-user_id116947899
octolytics-dimension-user_loginbyteakp
octolytics-dimension-repository_id985153759
octolytics-dimension-repository_nwobyteakp/Devsearch
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id985153759
octolytics-dimension-repository_network_root_nwobyteakp/Devsearch
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/byteakp/Devsearch#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fbyteakp%2FDevsearch
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fbyteakp%2FDevsearch
Sign up https://patch-diff.githubusercontent.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=byteakp%2FDevsearch
Reloadhttps://patch-diff.githubusercontent.com/byteakp/Devsearch
Reloadhttps://patch-diff.githubusercontent.com/byteakp/Devsearch
Reloadhttps://patch-diff.githubusercontent.com/byteakp/Devsearch
byteakp https://patch-diff.githubusercontent.com/byteakp
Devsearchhttps://patch-diff.githubusercontent.com/byteakp/Devsearch
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fbyteakp%2FDevsearch
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fbyteakp%2FDevsearch
Star 1 https://patch-diff.githubusercontent.com/login?return_to=%2Fbyteakp%2FDevsearch
1 star https://patch-diff.githubusercontent.com/byteakp/Devsearch/stargazers
0 forks https://patch-diff.githubusercontent.com/byteakp/Devsearch/forks
Branches https://patch-diff.githubusercontent.com/byteakp/Devsearch/branches
Tags https://patch-diff.githubusercontent.com/byteakp/Devsearch/tags
Activity https://patch-diff.githubusercontent.com/byteakp/Devsearch/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fbyteakp%2FDevsearch
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fbyteakp%2FDevsearch
Code https://patch-diff.githubusercontent.com/byteakp/Devsearch
Issues 0 https://patch-diff.githubusercontent.com/byteakp/Devsearch/issues
Pull requests 0 https://patch-diff.githubusercontent.com/byteakp/Devsearch/pulls
Actions https://patch-diff.githubusercontent.com/byteakp/Devsearch/actions
Projects 0 https://patch-diff.githubusercontent.com/byteakp/Devsearch/projects
Security 0 https://patch-diff.githubusercontent.com/byteakp/Devsearch/security
Insights https://patch-diff.githubusercontent.com/byteakp/Devsearch/pulse
Code https://patch-diff.githubusercontent.com/byteakp/Devsearch
Issues https://patch-diff.githubusercontent.com/byteakp/Devsearch/issues
Pull requests https://patch-diff.githubusercontent.com/byteakp/Devsearch/pulls
Actions https://patch-diff.githubusercontent.com/byteakp/Devsearch/actions
Projects https://patch-diff.githubusercontent.com/byteakp/Devsearch/projects
Security https://patch-diff.githubusercontent.com/byteakp/Devsearch/security
Insights https://patch-diff.githubusercontent.com/byteakp/Devsearch/pulse
Brancheshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/branches
Tagshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tags
https://patch-diff.githubusercontent.com/byteakp/Devsearch/branches
https://patch-diff.githubusercontent.com/byteakp/Devsearch/tags
4 Commitshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/commits/main/
https://patch-diff.githubusercontent.com/byteakp/Devsearch/commits/main/
sample_datahttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tree/main/sample_data
sample_datahttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tree/main/sample_data
statichttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tree/main/static
statichttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tree/main/static
templateshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tree/main/templates
templateshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/tree/main/templates
.gitignorehttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/.gitignore
CODEOWNERShttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/CODEOWNERS
CODEOWNERShttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/CODEOWNERS
README.mdhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/README.md
app.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/app.py
app.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/app.py
build_index_script.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/build_index_script.py
build_index_script.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/build_index_script.py
gemini_client.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/gemini_client.py
gemini_client.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/gemini_client.py
requirements.txthttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/requirements.txt
search_engine.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/search_engine.py
search_engine.pyhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/blob/main/search_engine.py
READMEhttps://patch-diff.githubusercontent.com/byteakp/Devsearch
https://patch-diff.githubusercontent.com/byteakp/Devsearch#dual-mode-ai-search-engine
https://patch-diff.githubusercontent.com/byteakp/Devsearch#features
https://patch-diff.githubusercontent.com/byteakp/Devsearch#requirements
https://patch-diff.githubusercontent.com/byteakp/Devsearch#setup
https://patch-diff.githubusercontent.com/byteakp/Devsearch#usage
https://patch-diff.githubusercontent.com/byteakp/Devsearch#1-build-the-search-index
https://patch-diff.githubusercontent.com/byteakp/Devsearch#2-run-the-search-application
https://patch-diff.githubusercontent.com/byteakp/Devsearch#3-perform-searches
https://patch-diff.githubusercontent.com/byteakp/Devsearch#4-customize-search
https://patch-diff.githubusercontent.com/byteakp/Devsearch#performance
https://patch-diff.githubusercontent.com/byteakp/Devsearch#project-structure
https://patch-diff.githubusercontent.com/byteakp/Devsearch#contributing
https://patch-diff.githubusercontent.com/byteakp/Devsearch#license
https://patch-diff.githubusercontent.com/byteakp/Devsearch#screenshots
python https://patch-diff.githubusercontent.com/topics/python
flask https://patch-diff.githubusercontent.com/topics/flask
engineering https://patch-diff.githubusercontent.com/topics/engineering
web https://patch-diff.githubusercontent.com/topics/web
js https://patch-diff.githubusercontent.com/topics/js
engine https://patch-diff.githubusercontent.com/topics/engine
Readme https://patch-diff.githubusercontent.com/byteakp/Devsearch#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/byteakp/Devsearch
Activityhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/activity
1 starhttps://patch-diff.githubusercontent.com/byteakp/Devsearch/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/byteakp/Devsearch/watchers
0 forkshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fbyteakp%2FDevsearch&report=byteakp+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/byteakp/Devsearch/releases
Packages 0https://patch-diff.githubusercontent.com/users/byteakp/packages?repo_name=Devsearch
Please reload this pagehttps://patch-diff.githubusercontent.com/byteakp/Devsearch
Python 73.0% https://patch-diff.githubusercontent.com/byteakp/Devsearch/search?l=python
HTML 13.4% https://patch-diff.githubusercontent.com/byteakp/Devsearch/search?l=html
CSS 10.1% https://patch-diff.githubusercontent.com/byteakp/Devsearch/search?l=css
JavaScript 3.5% https://patch-diff.githubusercontent.com/byteakp/Devsearch/search?l=javascript
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.