StarlightSearch / EmbedAnything

{
  "data": {
    "repo": {
      "topics": [
        "ai",
        "cloud",
        "generative-ai",
        "hacktoberfest",
        "high-performance",
        "indexing",
        "inference",
        "information-retrieval",
        "large-language-models",
        "local",
        "machine-learning",
        "onnxruntime",
        "pipeline",
        "production-ready",
        "python",
        "rag",
        "rust",
        "search",
        "server",
        "vector-database"
      ],
      "is_fork": false,
      "size_kb": 41329,
      "has_wiki": false,
      "homepage": "https://embed-anything.com/",
      "languages": {
        "HTML": 101,
        "Rust": 830957,
        "Python": 64688,
        "Dockerfile": 6116
      },
      "pushed_at": "2026-07-11T00:38:31Z",
      "created_at": "2024-03-31T22:37:47Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-13T21:49:55Z",
      "description": "Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "primary_language": "Rust"
    },
    "owner": {
      "blog": "www.starlight-search.com",
      "name": "StarlightSearch",
      "type": "Organization",
      "login": "StarlightSearch",
      "company": null,
      "location": "Netherlands",
      "followers": 53,
      "avatar_url": "https://avatars.githubusercontent.com/u/165606246?v=4",
      "created_at": "2024-03-31T22:24:55Z",
      "is_verified": null,
      "public_repos": 4,
      "account_age_days": 834
    },
    "activity": {
      "releases_count": 39,
      "commits_last_year": 137,
      "latest_release_at": "2026-07-10T21:12:25Z",
      "latest_release_tag": "v0.7.1",
      "days_since_last_push": 3,
      "active_weeks_last_year": 29,
      "days_since_latest_release": 3,
      "mean_days_between_releases": 45.7
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "processors-rs",
          "exists": true,
          "license": "Apache-2.0",
          "ecosystem": "crates",
          "matches_repo": true,
          "registry_url": "https://crates.io/crates/processors-rs",
          "is_deprecated": false,
          "latest_version": "0.7.1",
          "repository_url": "https://github.com/StarlightSearch/EmbedAnything",
          "versions_count": 7,
          "total_downloads": 20652,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 4051,
          "first_published_at": "2025-05-26T19:56:11.993016Z",
          "latest_published_at": "2026-07-10T21:31:01.896859Z",
          "latest_version_yanked": false,
          "days_since_latest_publish": 3
        },
        {
          "name": "embed_anything",
          "exists": true,
          "license": null,
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/embed_anything/",
          "is_deprecated": false,
          "latest_version": "0.7.1",
          "repository_url": "https://github.com/StarlightSearch/EmbedAnything/tree/main",
          "versions_count": 43,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 5111,
          "first_published_at": "2024-04-04T15:57:10.210854Z",
          "latest_published_at": "2026-07-10T22:18:30.238978Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 3
        },
        {
          "name": "embed_anything",
          "exists": true,
          "license": "Apache-2.0",
          "ecosystem": "crates",
          "matches_repo": true,
          "registry_url": "https://crates.io/crates/embed_anything",
          "is_deprecated": false,
          "latest_version": "0.7.1",
          "repository_url": "https://github.com/StarlightSearch/EmbedAnything",
          "versions_count": 19,
          "total_downloads": 32781,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 4014,
          "first_published_at": "2024-07-27T05:43:39.842121Z",
          "latest_published_at": "2026-07-10T22:04:00.783096Z",
          "latest_version_yanked": false,
          "days_since_latest_publish": 3
        },
        {
          "name": "server",
          "exists": true,
          "license": "MIT",
          "ecosystem": "crates",
          "matches_repo": false,
          "registry_url": "https://crates.io/crates/server",
          "is_deprecated": false,
          "latest_version": "0.0.0",
          "repository_url": "https://github.com/reu/server",
          "versions_count": 1,
          "total_downloads": 1439,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 71,
          "first_published_at": "2025-02-09T00:48:43.019575Z",
          "latest_published_at": "2025-02-09T00:48:43.019575Z",
          "latest_version_yanked": false,
          "days_since_latest_publish": 520
        }
      ]
    },
    "popularity": {
      "forks": 139,
      "stars": 1281,
      "watchers": 11,
      "open_issues_and_prs": 19
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "python/python/embed_anything/py.typed"
      ],
      "largest_source_bytes": 48158,
      "source_files_sampled": 155,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml",
        "processors/Cargo.toml",
        "pyproject.toml",
        "python/Cargo.toml",
        "rust/Cargo.toml",
        "server/Cargo.toml"
      ],
      "ecosystems": [
        "crates",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "reqwest",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.12.15"
        },
        {
          "name": "text-splitter",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.25.1"
        },
        {
          "name": "anyhow",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.98"
        },
        {
          "name": "htmd",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.1.6"
        },
        {
          "name": "regex",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.10.3"
        },
        {
          "name": "pdf-extract",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "docx-parser",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.1.1"
        },
        {
          "name": "docx-rust",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "=0.1.8"
        },
        {
          "name": "pdf2image",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.1.3"
        },
        {
          "name": "image",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.25.6"
        },
        {
          "name": "thiserror",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.0.12"
        },
        {
          "name": "tempfile",
          "manifest": "processors/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "3.19.1"
        },
        {
          "name": "onnxruntime",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==1.22.0"
        },
        {
          "name": "embed_anything",
          "manifest": "python/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "processors-rs",
          "manifest": "python/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "pyo3",
          "manifest": "python/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.25.0"
        },
        {
          "name": "tokio",
          "manifest": "python/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.45.1"
        },
        {
          "name": "strum",
          "manifest": "python/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "strum_macros",
          "manifest": "python/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "processors-rs",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "serde",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.196"
        },
        {
          "name": "serde_json",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.140"
        },
        {
          "name": "reqwest",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.12.2"
        },
        {
          "name": "walkdir",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.4.0"
        },
        {
          "name": "regex",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.10.3"
        },
        {
          "name": "rayon",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.8.1"
        },
        {
          "name": "tokenizers",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.22.1"
        },
        {
          "name": "text-splitter",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.29.0"
        },
        {
          "name": "tracing",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.1.41"
        },
        {
          "name": "hf-hub",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.0"
        },
        {
          "name": "candle-nn",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "candle-transformers",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "candle-core",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "anyhow",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.98"
        },
        {
          "name": "tokio",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.40.0"
        },
        {
          "name": "chrono",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.4.38"
        },
        {
          "name": "rand",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.10.0"
        },
        {
          "name": "itertools",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.15.0"
        },
        {
          "name": "image",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.25.6"
        },
        {
          "name": "symphonia",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.6.0"
        },
        {
          "name": "byteorder",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.5.0"
        },
        {
          "name": "ndarray",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.16.1"
        },
        {
          "name": "pdf2image",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.1.2"
        },
        {
          "name": "strum",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "base64",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.22.1"
        },
        {
          "name": "intel-mkl-src",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.8.1"
        },
        {
          "name": "accelerate-src",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.3.2"
        },
        {
          "name": "indicatif",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.18.2"
        },
        {
          "name": "half",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.4.1"
        },
        {
          "name": "candle-flash-attn",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": null
        },
        {
          "name": "model2vec-rs",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.2.1"
        },
        {
          "name": "log",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.4"
        },
        {
          "name": "aws-sdk-s3",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.110.0"
        },
        {
          "name": "aws-config",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.8.10"
        },
        {
          "name": "aws-credential-types",
          "manifest": "rust/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.2.8"
        },
        {
          "name": "actix-web",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "4"
        },
        {
          "name": "actix-multipart",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.7"
        },
        {
          "name": "futures-util",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.3"
        },
        {
          "name": "serde",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0"
        },
        {
          "name": "tempfile",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "3"
        },
        {
          "name": "tokio",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1"
        },
        {
          "name": "base64",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.22.1"
        },
        {
          "name": "image",
          "manifest": "server/Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.25.6"
        }
      ]
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 100,
        "open_issues": 19,
        "closed_ratio": 0.736,
        "closed_issues": 53,
        "closed_unmerged_prs": 19
      },
      "bus_factor": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "akshayballal95",
          "commits": 603,
          "avatar_url": "https://avatars.githubusercontent.com/u/61191840?u=8ff6b8e32907f16950f7ba88a489aa8822d14802&v=4"
        },
        {
          "type": "User",
          "login": "sonam-pankaj95",
          "commits": 244,
          "avatar_url": "https://avatars.githubusercontent.com/u/27013287?u=e316094ba8b206757bcc9a62d315fbddad8a3b99&v=4"
        },
        {
          "type": "User",
          "login": "boswelja",
          "commits": 22,
          "avatar_url": "https://avatars.githubusercontent.com/u/15526339?u=d28226568ea2376eacf32e20a32abaf3476f7ee5&v=4"
        },
        {
          "type": "User",
          "login": "wesc",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/214096?u=ee5d8e2c516d085f01b06d82d08d89002ef1a8b6&v=4"
        },
        {
          "type": "User",
          "login": "wdhwg001",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/8943519?u=f366af22ffd297155098e6f1d97396652276eaf4&v=4"
        },
        {
          "type": "User",
          "login": "DayNice",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/76981513?u=43fcf7820c0b89f637aba5ce8df696c411503326&v=4"
        },
        {
          "type": "User",
          "login": "karthikeyanrathore",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/53295316?u=8ee2051b942fbaff20c7f2c26de10143e07476c6&v=4"
        },
        {
          "type": "User",
          "login": "ashishtiwari1993",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/19850674?u=a262100a2414a251e0d2ef866f8c19867e1be739&v=4"
        },
        {
          "type": "User",
          "login": "Anush008",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/46051506?v=4"
        },
        {
          "type": "User",
          "login": "taradepan",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/63502147?u=a19f98dab78f84604ab7803052f32b2a7a48f962&v=4"
        }
      ],
      "contributors_sampled": 20,
      "top_contributor_share": 0.661
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "CI.yml",
        "docs.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 8,
            "reason": "binaries present in source code",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 8,
            "reason": "4 out of 5 merged PRs checked by a CI test -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 2,
            "reason": "Found 5/21 approved changesets -- score normalized to 2",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 3 contributing companies or organizations -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "27 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 4,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "38 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "dc6a6635f2ddcdfab1195bc63c318b1206bc48ac",
        "ran_at": "2026-07-14T01:54:05Z",
        "aggregate_score": 4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/StarlightSearch/EmbedAnything",
    "host": "github.com",
    "name": "EmbedAnything",
    "owner": "StarlightSearch"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 69,
      "inputs": {
        "security": 40,
        "vitality": 87,
        "community": 77,
        "governance": 62,
        "engineering": 74
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 87,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "commits_last_year": 137,
              "human_commit_share": null,
              "days_since_last_push": 3,
              "active_weeks_last_year": 29
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 3 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "29/52 weeks with commits",
                "points": 20.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 29
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "137 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 137
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "27 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "releases_count": 39,
              "latest_release_tag": "v0.7.1",
              "releases_from_tags": false,
              "days_since_latest_release": 3,
              "mean_days_between_releases": 45.7
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "39 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 39
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 3 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~45.7 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 45.7
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 77,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "forks": 139,
              "stars": 1281,
              "watchers": 11,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1,281 stars",
                "points": 50.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1281
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "139 forks",
                "points": 17.8,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 139
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "11 watchers",
                "points": 5.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 69,
            "inputs": {
              "packages": [
                "processors-rs",
                "embed_anything",
                "embed_anything"
              ],
              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 53433,
              "monthly_downloads": 13176
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "13,176 downloads/month across crates, pypi",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 13176,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 20,
              "top_contributor_share": 0.661
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 66% of commits",
                "points": 7.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 66
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "20 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "merged_prs": 100,
              "open_issues": 19,
              "closed_issues": 53,
              "issue_closed_ratio": 0.736,
              "closed_unmerged_prs": 19
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "74% of issues closed",
                "points": 34.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 74
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "100/119 decided PRs merged",
                "points": 32.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 100,
                      "decided": 119
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 5/21 approved changesets -- score normalized to 2",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "followers": 53,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "StarlightSearch",
              "public_repos": 4,
              "account_age_days": 834
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "53 followers of StarlightSearch",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 53,
                      "login": "StarlightSearch"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~2 yr old",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 4
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "processors-rs",
                "embed_anything",
                "embed_anything"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "3 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 3,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "43 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 43
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 74,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "4 out of 5 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai",
                "cloud",
                "generative-ai",
                "hacktoberfest",
                "high-performance",
                "indexing",
                "inference",
                "information-retrieval",
                "large-language-models",
                "local",
                "machine-learning",
                "onnxruntime",
                "pipeline",
                "production-ready",
                "python",
                "rag",
                "rust",
                "search",
                "server",
                "vector-database"
              ],
              "has_wiki": false,
              "homepage": "https://embed-anything.com/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://embed-anything.com/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "20 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "4 out of 5 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 5/21 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "27 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "38 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 42,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "python/python/embed_anything/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "python/python/embed_anything/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/python/embed_anything/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 48158,
              "source_files_sampled": 155,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/155 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 155,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch crates package 'embed_anything_python' from its registry",
    "crates package 'server' points at a different repository (https://github.com/reu/server); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-14T01:54:24.222221Z",
  "schema_version": "0.9.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/StarlightSearch/EmbedAnything.svg",
  "full_name": "StarlightSearch/EmbedAnything",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}