René's URL Explorer Experiment

Title: GitHub - docushell/ethos: Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing. · GitHub

Open Graph Title: GitHub - docushell/ethos: Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing.

X Title: GitHub - docushell/ethos: Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing.

Description: Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing. - docushell/ethos

Open Graph Description: Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing. - docushell/ethos

X Description: Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing. - docushell/ethos

Opengraph URL: https://github.com/docushell/ethos

X: @github

direct link

Domain: github.com

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og:image:alt	Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing. - docushell/ethos
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Links:

Skip to content	https://github.com/docushell/ethos#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdocushell%2Fethos
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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Integrations	https://github.com/marketplace
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Training	https://learn.github.com/skills
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About	https://github.com/about
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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%2Fdocushell%2Fethos
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=docushell%2Fethos
Reload	https://github.com/docushell/ethos
Reload	https://github.com/docushell/ethos
Reload	https://github.com/docushell/ethos
docushell	https://github.com/docushell
ethos	https://github.com/docushell/ethos
Code	https://github.com/docushell/ethos
Issues	https://github.com/docushell/ethos/issues
Pull requests	https://github.com/docushell/ethos/pulls
Actions	https://github.com/docushell/ethos/actions
Projects	https://github.com/docushell/ethos/projects
Security and quality	https://github.com/docushell/ethos/security
Insights	https://github.com/docushell/ethos/pulse
	https://github.com/docushell/ethos
ethos	https://github.com/docushell/ethos
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docushell.com	https://docushell.com
ai-agents	https://github.com/topics/ai-agents
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evidence-verification	https://github.com/topics/evidence-verification
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pdf-extraction	https://github.com/topics/pdf-extraction
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rag	https://github.com/topics/rag
retrieval-augmented-generation	https://github.com/topics/retrieval-augmented-generation
source-grounding	https://github.com/topics/source-grounding
Readme	https://github.com/docushell/ethos#readme-ov-file
Apache-2.0 license	https://github.com/docushell/ethos#Apache-2.0-1-ov-file
Code of conduct	https://github.com/docushell/ethos#coc-ov-file
Contributing	https://github.com/docushell/ethos#contributing-ov-file
Security policy	https://github.com/docushell/ethos#security-ov-file
Activity	https://github.com/docushell/ethos/activity
Custom properties	https://github.com/docushell/ethos/custom-properties
0 forks	https://github.com/docushell/ethos/forks
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Branches	https://github.com/docushell/ethos/branches
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	https://github.com/docushell/ethos/tags
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	https://github.com/docushell/ethos/commits/main/
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adapters	https://github.com/docushell/ethos/tree/main/adapters
adapters	https://github.com/docushell/ethos/tree/main/adapters
benchmarks	https://github.com/docushell/ethos/tree/main/benchmarks
benchmarks	https://github.com/docushell/ethos/tree/main/benchmarks
bindings	https://github.com/docushell/ethos/tree/main/bindings
bindings	https://github.com/docushell/ethos/tree/main/bindings
crates	https://github.com/docushell/ethos/tree/main/crates
crates	https://github.com/docushell/ethos/tree/main/crates
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docs	https://github.com/docushell/ethos/tree/main/docs
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examples	https://github.com/docushell/ethos/tree/main/examples
fixtures	https://github.com/docushell/ethos/tree/main/fixtures
fixtures	https://github.com/docushell/ethos/tree/main/fixtures
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profiles	https://github.com/docushell/ethos/tree/main/profiles
python	https://github.com/docushell/ethos/tree/main/python
python	https://github.com/docushell/ethos/tree/main/python
schemas	https://github.com/docushell/ethos/tree/main/schemas
schemas	https://github.com/docushell/ethos/tree/main/schemas
scripts	https://github.com/docushell/ethos/tree/main/scripts
scripts	https://github.com/docushell/ethos/tree/main/scripts
.gitattributes	https://github.com/docushell/ethos/blob/main/.gitattributes
.gitattributes	https://github.com/docushell/ethos/blob/main/.gitattributes
.gitignore	https://github.com/docushell/ethos/blob/main/.gitignore
.gitignore	https://github.com/docushell/ethos/blob/main/.gitignore
AGENTS.md	https://github.com/docushell/ethos/blob/main/AGENTS.md
AGENTS.md	https://github.com/docushell/ethos/blob/main/AGENTS.md
CHANGELOG.md	https://github.com/docushell/ethos/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/docushell/ethos/blob/main/CHANGELOG.md
CODE_OF_CONDUCT.md	https://github.com/docushell/ethos/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/docushell/ethos/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/docushell/ethos/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/docushell/ethos/blob/main/CONTRIBUTING.md
Cargo.lock	https://github.com/docushell/ethos/blob/main/Cargo.lock
Cargo.lock	https://github.com/docushell/ethos/blob/main/Cargo.lock
Cargo.toml	https://github.com/docushell/ethos/blob/main/Cargo.toml
Cargo.toml	https://github.com/docushell/ethos/blob/main/Cargo.toml
GOVERNANCE.md	https://github.com/docushell/ethos/blob/main/GOVERNANCE.md
GOVERNANCE.md	https://github.com/docushell/ethos/blob/main/GOVERNANCE.md
IMPLEMENTATION_PLAN.md	https://github.com/docushell/ethos/blob/main/IMPLEMENTATION_PLAN.md
IMPLEMENTATION_PLAN.md	https://github.com/docushell/ethos/blob/main/IMPLEMENTATION_PLAN.md
LICENSE	https://github.com/docushell/ethos/blob/main/LICENSE
LICENSE	https://github.com/docushell/ethos/blob/main/LICENSE
Makefile	https://github.com/docushell/ethos/blob/main/Makefile
Makefile	https://github.com/docushell/ethos/blob/main/Makefile
NOTICE	https://github.com/docushell/ethos/blob/main/NOTICE
NOTICE	https://github.com/docushell/ethos/blob/main/NOTICE
README.md	https://github.com/docushell/ethos/blob/main/README.md
README.md	https://github.com/docushell/ethos/blob/main/README.md
SECURITY.md	https://github.com/docushell/ethos/blob/main/SECURITY.md
SECURITY.md	https://github.com/docushell/ethos/blob/main/SECURITY.md
SPEC.md	https://github.com/docushell/ethos/blob/main/SPEC.md
SPEC.md	https://github.com/docushell/ethos/blob/main/SPEC.md
clippy.toml	https://github.com/docushell/ethos/blob/main/clippy.toml
clippy.toml	https://github.com/docushell/ethos/blob/main/clippy.toml
deny.toml	https://github.com/docushell/ethos/blob/main/deny.toml
deny.toml	https://github.com/docushell/ethos/blob/main/deny.toml
pyproject.toml	https://github.com/docushell/ethos/blob/main/pyproject.toml
pyproject.toml	https://github.com/docushell/ethos/blob/main/pyproject.toml
requirements-dev.txt	https://github.com/docushell/ethos/blob/main/requirements-dev.txt
requirements-dev.txt	https://github.com/docushell/ethos/blob/main/requirements-dev.txt
rust-toolchain.toml	https://github.com/docushell/ethos/blob/main/rust-toolchain.toml
rust-toolchain.toml	https://github.com/docushell/ethos/blob/main/rust-toolchain.toml
README	https://github.com/docushell/ethos
Code of conduct	https://github.com/docushell/ethos
Contributing	https://github.com/docushell/ethos
Apache-2.0 license	https://github.com/docushell/ethos
Security	https://github.com/docushell/ethos
	https://github.com/docushell/ethos#ethos
	https://github.com/docushell/ethos/actions/workflows/ci.yml
	https://github.com/docushell/ethos/actions/workflows/determinism.yml
	https://github.com/docushell/ethos/actions/workflows/bench.yml
	https://github.com/docushell/ethos/blob/main/LICENSE
	https://camo.githubusercontent.com/f282d643a9e405019ab3da0322c8f8d7f9ecfe95b478e7754799d0d16563650c/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f727573742d312e38372532422d6f72616e6765
	https://crates.io/crates/ethos-doc-core
	https://pypi.org/project/ethos-pdf/
	https://www.npmjs.com/package/@docushell/ethos-pdf
	https://github.com/docushell/ethos#start-here
Verify a checked-in example	https://github.com/docushell/ethos#catch-a-fabricated-citation-in-60-seconds
Install or build Ethos	https://github.com/docushell/ethos#install-or-build
Parse a born-digital PDF	https://github.com/docushell/ethos#2-minute-pdf-parse-quickstart
Use another parser	https://github.com/docushell/ethos#bring-your-own-parser
See what works today	https://github.com/docushell/ethos#what-works-today
See what comes out	https://github.com/docushell/ethos#what-comes-out
Read the limits	https://github.com/docushell/ethos/blob/main/docs/CLAIMS.md
Read the proof statement format	https://github.com/docushell/ethos/blob/main/docs/proof-statement-v1.md
	https://github.com/docushell/ethos#catch-a-fabricated-citation-in-60-seconds
	https://github.com/docushell/ethos#what-comes-out
in-toto Statement	https://github.com/in-toto/attestation
what a verdict proves and what it does not	https://github.com/docushell/ethos/blob/main/docs/CLAIMS.md
	https://github.com/docushell/ethos#ask-for-more-detail
SPEC.md §4.4.1	https://github.com/docushell/ethos/blob/main/SPEC.md
	https://github.com/docushell/ethos#why-ethos
	https://github.com/docushell/ethos#what-ethos-produces
	https://github.com/docushell/ethos#where-ethos-fits
	https://github.com/docushell/ethos#what-works-today
	https://github.com/docushell/ethos#install-or-build
	https://github.com/docushell/ethos#2-minute-pdf-parse-quickstart
	https://github.com/docushell/ethos#minimal-end-to-end-example
app answer release contract	https://github.com/docushell/ethos/blob/main/docs/app-answer-release-contract.md
	https://github.com/docushell/ethos#evidence-anchoring
	https://github.com/docushell/ethos#try-the-verification-loop
	https://github.com/docushell/ethos#scope-and-boundaries
	https://github.com/docushell/ethos#verification-flow
	https://github.com/docushell/ethos#bring-your-own-parser
	https://github.com/docushell/ethos#available-today
GroundingSource adapter guide	https://github.com/docushell/ethos/blob/main/docs/bring-your-own-parser.md
	https://github.com/docushell/ethos#grounding-json-without-writing-rust
Grounding JSON plan	https://github.com/docushell/ethos/blob/main/docs/v0-6-0-release-prep.md
	https://github.com/docushell/ethos#supported-grounding-sources
	https://github.com/docushell/ethos#determinism
determinism contract	https://github.com/docushell/ethos/blob/main/docs/determinism-contract.md
	https://github.com/docushell/ethos#security-and-local-execution
	https://github.com/docushell/ethos#troubleshooting
	https://github.com/docushell/ethos#faq
	https://github.com/docushell/ethos#is-ethos-a-pdf-parser
	https://github.com/docushell/ethos#is-ethos-a-semantic-truth-system
	https://github.com/docushell/ethos#can-ethos-verify-output-from-other-parsers
Bring your own parser	https://github.com/docushell/ethos#bring-your-own-parser
	https://github.com/docushell/ethos#does-ethos-support-scanned-pdfs
	https://github.com/docushell/ethos#can-i-use-ethos-in-ci
	https://github.com/docushell/ethos#where-are-benchmark-results
	https://github.com/docushell/ethos#repository-map
	https://github.com/docushell/ethos#license
docushell.com	https://docushell.com
ai-agents	https://github.com/topics/ai-agents
citation-verification	https://github.com/topics/citation-verification
document-ai	https://github.com/topics/document-ai
document-evidence	https://github.com/topics/document-evidence
document-parsing	https://github.com/topics/document-parsing
evidence-checking	https://github.com/topics/evidence-checking
evidence-verification	https://github.com/topics/evidence-verification
llm-evaluation	https://github.com/topics/llm-evaluation
pdf-extraction	https://github.com/topics/pdf-extraction
pdf-parser	https://github.com/topics/pdf-parser
rag	https://github.com/topics/rag
retrieval-augmented-generation	https://github.com/topics/retrieval-augmented-generation
source-grounding	https://github.com/topics/source-grounding
Readme	https://github.com/docushell/ethos#readme-ov-file
Apache-2.0 license	https://github.com/docushell/ethos#Apache-2.0-1-ov-file
Code of conduct	https://github.com/docushell/ethos#coc-ov-file
Contributing	https://github.com/docushell/ethos#contributing-ov-file
Security policy	https://github.com/docushell/ethos#security-ov-file
Activity	https://github.com/docushell/ethos/activity
Custom properties	https://github.com/docushell/ethos/custom-properties
0 forks	https://github.com/docushell/ethos/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdocushell%2Fethos&report=docushell+%28user%29
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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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