René's URL Explorer Experiment

Title: GitHub - Vcode2407/ScoutSearch: Local document search with explainable BM25, atomic indexing, and reproducible real-document benchmarks · GitHub

Open Graph Title: GitHub - Vcode2407/ScoutSearch: Local document search with explainable BM25, atomic indexing, and reproducible real-document benchmarks

X Title: GitHub - Vcode2407/ScoutSearch: Local document search with explainable BM25, atomic indexing, and reproducible real-document benchmarks

Description: Local document search with explainable BM25, atomic indexing, and reproducible real-document benchmarks - Vcode2407/ScoutSearch

Open Graph Description: Local document search with explainable BM25, atomic indexing, and reproducible real-document benchmarks - Vcode2407/ScoutSearch

X Description: Local document search with explainable BM25, atomic indexing, and reproducible real-document benchmarks - Vcode2407/ScoutSearch

Opengraph URL: https://github.com/Vcode2407/ScoutSearch

X: @github

direct link

Domain: github.com

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Links:

Skip to content	https://github.com/Vcode2407/ScoutSearch#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FVcode2407%2FScoutSearch
GitHubRepository hosting, code review, and collaboration	https://github.com/platform
CopilotAI coding agent for tasks, projects, and automated work	https://github.com/features/copilot
ActionsCI/CD and automation	https://github.com/features/actions
Code QualityQuality analysis, fixes, and enforcement	https://github.com/features/code-quality
CodespacesCloud development environments	https://github.com/features/codespaces
Code SecurityVulnerability detection and remediation	https://github.com/security/advanced-security/code-security
Secret ProtectionSecret scanning and leak prevention	https://github.com/security/advanced-security/secret-protection
All Features	https://github.com/features
Documentation	https://docs.github.com/en
Training	https://learn.github.com/skills
Certifications	https://learn.github.com/credentials
Build with Copilot	https://github.com/features/ai
Customize Copilot	https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview
Integrations	https://github.com/marketplace
Trending repos	https://github.com/trending
GitHub Sponsors	https://github.com/open-source/sponsors
Developer articles	https://github.com/resources/articles
ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place.	https://github.blog/changelog/
Enterprises	https://github.com/enterprise
Team	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
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
See all industries	https://github.com/solutions/industry
Why GitHub	https://github.com/why-github
Customer Stories	https://github.com/customer-stories
Business insights	https://github.com/solutions/executive-insights
Trust Center	https://github.com/trust-center
GitHub Advanced SecurityEnterprise-grade code security	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/enterprise/premium-support
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Customer Stories	https://github.com/customer-stories
Integrations	https://github.com/marketplace
Customer support	https://help.github.com/
Training	https://learn.github.com/skills
GitHub Status	https://www.githubstatus.com/
About	https://github.com/about
Partners	https://github.com/partners
Changelog	https://github.blog/changelog/
GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub.	https://githubuniverse.com/
Pricing	https://github.com/pricing
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FVcode2407%2FScoutSearch
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=Vcode2407%2FScoutSearch
Reload	https://github.com/Vcode2407/ScoutSearch
Reload	https://github.com/Vcode2407/ScoutSearch
Reload	https://github.com/Vcode2407/ScoutSearch
Vcode2407	https://github.com/Vcode2407
ScoutSearch	https://github.com/Vcode2407/ScoutSearch
Code	https://github.com/Vcode2407/ScoutSearch
Issues	https://github.com/Vcode2407/ScoutSearch/issues
Pull requests	https://github.com/Vcode2407/ScoutSearch/pulls
Actions	https://github.com/Vcode2407/ScoutSearch/actions
Projects	https://github.com/Vcode2407/ScoutSearch/projects
Security and quality	https://github.com/Vcode2407/ScoutSearch/security
Insights	https://github.com/Vcode2407/ScoutSearch/pulse
	https://github.com/Vcode2407/ScoutSearch
ScoutSearch	https://github.com/Vcode2407/ScoutSearch
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Fork0 (0)	https://github.com/login?return_to=%2FVcode2407%2FScoutSearch
Star1 (1)	https://github.com/login?return_to=%2FVcode2407%2FScoutSearch
bm25	https://github.com/topics/bm25
fastapi	https://github.com/topics/fastapi
information-retrieval	https://github.com/topics/information-retrieval
python	https://github.com/topics/python
react	https://github.com/topics/react
search-engine	https://github.com/topics/search-engine
sqlite	https://github.com/topics/sqlite
typescript	https://github.com/topics/typescript
Readme	https://github.com/Vcode2407/ScoutSearch#readme-ov-file
Activity	https://github.com/Vcode2407/ScoutSearch/activity
0 forks	https://github.com/Vcode2407/ScoutSearch/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FVcode2407%2FScoutSearch&report=Vcode2407+%28user%29
Branches	https://github.com/Vcode2407/ScoutSearch/branches
Tags	https://github.com/Vcode2407/ScoutSearch/tags
	https://github.com/Vcode2407/ScoutSearch/branches
	https://github.com/Vcode2407/ScoutSearch/tags
4 Commits	https://github.com/Vcode2407/ScoutSearch/commits/main/
	https://github.com/Vcode2407/ScoutSearch/commits/main/
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.github/workflows	https://github.com/Vcode2407/ScoutSearch/tree/main/.github/workflows
benchmarks	https://github.com/Vcode2407/ScoutSearch/tree/main/benchmarks
benchmarks	https://github.com/Vcode2407/ScoutSearch/tree/main/benchmarks
docs	https://github.com/Vcode2407/ScoutSearch/tree/main/docs
docs	https://github.com/Vcode2407/ScoutSearch/tree/main/docs
examples	https://github.com/Vcode2407/ScoutSearch/tree/main/examples
examples	https://github.com/Vcode2407/ScoutSearch/tree/main/examples
frontend	https://github.com/Vcode2407/ScoutSearch/tree/main/frontend
frontend	https://github.com/Vcode2407/ScoutSearch/tree/main/frontend
scout	https://github.com/Vcode2407/ScoutSearch/tree/main/scout
scout	https://github.com/Vcode2407/ScoutSearch/tree/main/scout
scripts	https://github.com/Vcode2407/ScoutSearch/tree/main/scripts
scripts	https://github.com/Vcode2407/ScoutSearch/tree/main/scripts
tests	https://github.com/Vcode2407/ScoutSearch/tree/main/tests
tests	https://github.com/Vcode2407/ScoutSearch/tree/main/tests
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Dockerfile	https://github.com/Vcode2407/ScoutSearch/blob/main/Dockerfile
Dockerfile	https://github.com/Vcode2407/ScoutSearch/blob/main/Dockerfile
README.md	https://github.com/Vcode2407/ScoutSearch/blob/main/README.md
README.md	https://github.com/Vcode2407/ScoutSearch/blob/main/README.md
compose.yaml	https://github.com/Vcode2407/ScoutSearch/blob/main/compose.yaml
compose.yaml	https://github.com/Vcode2407/ScoutSearch/blob/main/compose.yaml
constraints.txt	https://github.com/Vcode2407/ScoutSearch/blob/main/constraints.txt
constraints.txt	https://github.com/Vcode2407/ScoutSearch/blob/main/constraints.txt
pyproject.toml	https://github.com/Vcode2407/ScoutSearch/blob/main/pyproject.toml
pyproject.toml	https://github.com/Vcode2407/ScoutSearch/blob/main/pyproject.toml
requirements-dev.txt	https://github.com/Vcode2407/ScoutSearch/blob/main/requirements-dev.txt
requirements-dev.txt	https://github.com/Vcode2407/ScoutSearch/blob/main/requirements-dev.txt
requirements.txt	https://github.com/Vcode2407/ScoutSearch/blob/main/requirements.txt
requirements.txt	https://github.com/Vcode2407/ScoutSearch/blob/main/requirements.txt
README	https://github.com/Vcode2407/ScoutSearch
	https://github.com/Vcode2407/ScoutSearch#scoutsearch
	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/images/search.jpg
	https://github.com/Vcode2407/ScoutSearch#start-locally
http://127.0.0.1:8765	http://127.0.0.1:8765
the corpus guide	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/real-corpus.md
	https://github.com/Vcode2407/ScoutSearch#what-works
	https://github.com/Vcode2407/ScoutSearch#reliability-in-v02
reliability design, workload, and limitations	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/reliability.md
	https://github.com/Vcode2407/ScoutSearch#measured-results
Real corpus setup, methodology, tradeoffs, and attribution	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/real-corpus.md
Real before report	https://github.com/Vcode2407/ScoutSearch/blob/main/benchmarks/real-before.json
real after report	https://github.com/Vcode2407/ScoutSearch/blob/main/benchmarks/real-after.json
Navigation checks	https://github.com/Vcode2407/ScoutSearch/blob/main/benchmarks/real-navigation.json
corpus manifest	https://github.com/Vcode2407/ScoutSearch/blob/main/benchmarks/corpus-manifest.json
Current synthetic report	https://github.com/Vcode2407/ScoutSearch/blob/main/benchmarks/latest.json
synthetic report before broad-query optimization	https://github.com/Vcode2407/ScoutSearch/blob/main/benchmarks/before-broad-optimization.json
	https://github.com/Vcode2407/ScoutSearch#verification
verification notes	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/verification.md
	https://github.com/Vcode2407/ScoutSearch#api
examples/import.json	https://github.com/Vcode2407/ScoutSearch/blob/main/examples/import.json
	https://github.com/Vcode2407/ScoutSearch#design-and-scope
architecture and tradeoffs	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/architecture.md
demo and interview guide	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/demo-guide.md
next milestones	https://github.com/Vcode2407/ScoutSearch/blob/main/docs/roadmap.md
	https://github.com/Vcode2407/ScoutSearch#project-structure
	https://github.com/Vcode2407/ScoutSearch#technical-references
SQLite isolation and WAL snapshot behavior	https://www.sqlite.org/isolation.html
Stanford information retrieval text, BM25	https://nlp.stanford.edu/IR-book/html/htmledition/okapi-bm25-a-non-binary-model-1.html
FastAPI documentation	https://fastapi.tiangolo.com/tutorial/
Vite documentation	https://vite.dev/guide/
bm25	https://github.com/topics/bm25
fastapi	https://github.com/topics/fastapi
information-retrieval	https://github.com/topics/information-retrieval
python	https://github.com/topics/python
react	https://github.com/topics/react
search-engine	https://github.com/topics/search-engine
sqlite	https://github.com/topics/sqlite
typescript	https://github.com/topics/typescript
Readme	https://github.com/Vcode2407/ScoutSearch#readme-ov-file
Activity	https://github.com/Vcode2407/ScoutSearch/activity
0 forks	https://github.com/Vcode2407/ScoutSearch/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FVcode2407%2FScoutSearch&report=Vcode2407+%28user%29
	https://github.com
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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