Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.16.0 · Metriken 1.13.0 · 2026-07-21 01:31 UTC
redis / redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
redis/redis-vl-python erreicht einen Gesundheitsindex von 81 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (95/100) ab, am schwächsten bei Security (61/100). Zuletzt vor 6 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
81
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
81
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
RedisOrganisation
2.839 Follower78 öffentliche Reposseit März 2012
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | redisvl | 0.23.0 | 2.480.508 | 57 | vor 17 Tagen | airedisredis-clientvector-databasevector-search |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
95
Entwicklungsaktivität
91Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 6 Tagen |
| 27/36 | Commit-Rhythmus — 39/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 162 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 162 |
| human_commit_share | — |
| days_since_last_push | 6 |
| active_weeks_last_year | 39 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 54 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 17 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 9,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 54 |
| latest_release_tag | v0.23.0 |
| releases_from_tags | nein |
| days_since_latest_release | 17 |
| mean_days_between_releases | 9,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
75
Popularität & Verbreitung
64Mittel
Wie die Bewertung erfolgt
| 42.5/60 | Stars — 416 Stars |
| 16.4/25 | Forks — 93 Forks |
| 5/15 | Watcher — 9 Watcher |
Verwendete Eingangsdaten
| forks | 93 |
| stars | 416 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
70Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Ökosystem-Verbreitung (Downloads)
100Exzellent
Wie die Bewertung erfolgt
| 80/80 | Downloads pro Monat — 2.480.508 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | redisvl |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2.480.508 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
79
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 14.9/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 34 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 37 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 37 |
| top_contributor_share | 0,339 |
Wie die Bewertung erfolgt
| 37/46.8 | Issue-Lösungsquote — 79 % der Issues geschlossen |
| 32.5/38.3 | PR-Annahme — 411/484 entschiedene PRs gemergt |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 19/30 approved changesets -- score normalized to 6 |
Verwendete Eingangsdaten
| merged_prs | 411 |
| open_issues | 31 |
| closed_issues | 118 |
| issue_closed_ratio | 0,792 |
| closed_unmerged_prs | 73 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 24.8/25 | Reichweite des Inhabers — 2.839 Follower von redis |
| 25/25 | Kontohistorie — 78 öffentliche Repos, Kontoalter ca. 14 Jahre |
Verwendete Eingangsdaten
| followers | 2.839 |
| owner_type | Organization |
| is_verified | — |
| owner_login | redis |
| public_repos | 78 |
| account_age_days | 5.243 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 17 Tagen |
| 20/20 | Versionshistorie — 57 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | redisvl |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 17 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
91
Engineering-Praktiken
92Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 5 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — .pylintrc |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
90Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://docs.redisvl.com |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 16 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | python, redis, vector-database, embedding, large-language-models, llm, llmcache, openai, retrieval-augmented-generation, semantic-cache, vector-search, anthropic, huggingface, redis-search, search, mcp |
| has_wiki | nein |
| homepage | https://docs.redisvl.com |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
61
Sicherheitslage
51Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 20 out of 22 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 19/30 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 65 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,1 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 12 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:redisvl@0.23.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 12 Paketen. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
66
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — .cursor/rules/redisvl.mdc, CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | .cursor/rules/redisvl.mdc, CLAUDE.md |
| agent_instruction_max_bytes | 4.497 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Makefile, docs/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — .pylintrc |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
AI-Code-Lesbarkeit für Modelle
54Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 54.1/55 | Handhabbare Dateigrößen — 4/241 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 90.106 |
| source_files_sampled | 241 |
| oversized_source_files | 4 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
416GitHub-Sterne
37Mitwirkende
162Commits, letzte 12 Monate
6Tage seit letztem Push
54Releases
2Bus-Faktor
31offene Issues
PyPIPaket-Ökosysteme
Weitere Details
OpenSSF Scorecard 5.1 / 10
5.1Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 20 out of 22 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 19/30 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 65 existing vulnerabilities detected |
Direkte Abhängigkeiten 8
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | numpy | >=1.26.0,<3 | pyproject.toml |
| PyPI | pyyaml | >=5.4,<7.0 | pyproject.toml |
| PyPI | redis | >=5.0,<8.0 | pyproject.toml |
| PyPI | pydantic | >=2,<3 | pyproject.toml |
| PyPI | tenacity | >=8.2.2 | pyproject.toml |
| PyPI | ml-dtypes | >=0.4.0,<1.0.0 | pyproject.toml |
| PyPI | python-ulid | >=3.0.0 | pyproject.toml |
| PyPI | jsonpath-ng | >=1.5.0 | pyproject.toml |
Alle Abhängigkeiten 303
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 9 direkte und 294 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | jsonpath-ng | 1.8.0 | direkt |
| PyPI | ml-dtypes | 0.5.4 | direkt |
| PyPI | numpy | 2.2.6 | direkt |
| PyPI | numpy | 2.4.6 | direkt |
| PyPI | pydantic | 2.13.4 | direkt |
| PyPI | python-ulid | 3.1.0 | direkt |
| PyPI | pyyaml | 6.0.3 | direkt |
| PyPI | redis | 7.4.0 | direkt |
| PyPI | tenacity | 9.1.4 | direkt |
| PyPI | accessible-pygments | 0.0.5 | indirekt |
| PyPI | aiofile | 3.11.1 | indirekt |
| PyPI | aiofile | 3.9.0 | indirekt |
| PyPI | aiohappyeyeballs | 2.6.2 | indirekt |
| PyPI | aiohttp | 3.13.5 | indirekt |
| PyPI | aiolimiter | 1.2.1 | indirekt |
| PyPI | aiosignal | 1.4.0 | indirekt |
| PyPI | alabaster | 0.7.16 | indirekt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | anyio | 4.13.0 | indirekt |
| PyPI | appnope | 0.1.4 | indirekt |
| PyPI | astroid | 3.3.11 | indirekt |
| PyPI | asttokens | 3.0.1 | indirekt |
| PyPI | async-timeout | 5.0.1 | indirekt |
| PyPI | attrs | 26.1.0 | indirekt |
| PyPI | authlib | 1.7.2 | indirekt |
| PyPI | babel | 2.18.0 | indirekt |
| PyPI | backports-tarfile | 1.2.0 | indirekt |
| PyPI | beartype | 0.22.9 | indirekt |
| PyPI | beautifulsoup4 | 4.14.3 | indirekt |
| PyPI | black | 25.12.0 | indirekt |
| PyPI | bleach | 6.3.0 | indirekt |
| PyPI | boto3 | 1.43.16 | indirekt |
| PyPI | botocore | 1.43.16 | indirekt |
| PyPI | cachetools | 7.1.4 | indirekt |
| PyPI | caio | 0.9.25 | indirekt |
| PyPI | certifi | 2026.5.20 | indirekt |
| PyPI | cffi | 2.0.0 | indirekt |
| PyPI | cfgv | 3.5.0 | indirekt |
| PyPI | charset-normalizer | 3.4.7 | indirekt |
| PyPI | click | 8.4.1 | indirekt |
| PyPI | codespell | 2.4.2 | indirekt |
| PyPI | cohere | 7.0.0 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | comm | 0.2.3 | indirekt |
| PyPI | coverage | 7.14.1 | indirekt |
| PyPI | cryptography | 48.0.0 | indirekt |
| PyPI | cuda-bindings | 13.3.0 | indirekt |
| PyPI | cuda-pathfinder | 1.5.5 | indirekt |
| PyPI | cuda-toolkit | 13.0.2 | indirekt |
| PyPI | cyclopts | 4.16.1 | indirekt |
| PyPI | debugpy | 1.8.20 | indirekt |
| PyPI | decorator | 5.3.1 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | dill | 0.4.1 | indirekt |
| PyPI | distlib | 0.4.0 | indirekt |
| PyPI | distro | 1.9.0 | indirekt |
| PyPI | dnspython | 2.8.0 | indirekt |
| PyPI | docker | 7.1.0 | indirekt |
| PyPI | docstring-parser | 0.18.0 | indirekt |
| PyPI | docutils | 0.21.2 | indirekt |
| PyPI | email-validator | 2.3.0 | indirekt |
| PyPI | eval-type-backport | 0.3.1 | indirekt |
| PyPI | exceptiongroup | 1.3.1 | indirekt |
| PyPI | execnet | 2.1.2 | indirekt |
| PyPI | executing | 2.2.1 | indirekt |
| PyPI | fastavro | 1.12.2 | indirekt |
| PyPI | fastjsonschema | 2.21.2 | indirekt |
| PyPI | fastmcp | 3.3.1 | indirekt |
| PyPI | fastmcp-slim | 3.3.1 | indirekt |
| PyPI | ffmpeg-python | 0.2.0 | indirekt |
| PyPI | filelock | 3.29.0 | indirekt |
| PyPI | frozenlist | 1.8.0 | indirekt |
| PyPI | fsspec | 2026.4.0 | indirekt |
| PyPI | future | 1.0.0 | indirekt |
| PyPI | google-api-core | 2.25.2 | indirekt |
| PyPI | google-api-core | 2.30.3 | indirekt |
| PyPI | google-auth | 2.53.0 | indirekt |
| PyPI | google-cloud-aiplatform | 1.148.1 | indirekt |
| PyPI | google-cloud-aiplatform | 1.154.0 | indirekt |
| PyPI | google-cloud-bigquery | 3.41.0 | indirekt |
| PyPI | google-cloud-core | 2.6.0 | indirekt |
| PyPI | google-cloud-resource-manager | 1.17.0 | indirekt |
| PyPI | google-cloud-storage | 3.10.1 | indirekt |
| PyPI | google-cloud-storage | 3.4.1 | indirekt |
| PyPI | google-crc32c | 1.8.0 | indirekt |
| PyPI | google-genai | 1.75.0 | indirekt |
| PyPI | google-resumable-media | 2.9.0 | indirekt |
| PyPI | googleapis-common-protos | 1.75.0 | indirekt |
| PyPI | greenlet | 3.5.1 | indirekt |
| PyPI | griffelib | 2.0.2 | indirekt |
| PyPI | grpc-google-iam-v1 | 0.14.4 | indirekt |
| PyPI | grpcio | 1.80.0 | indirekt |
| PyPI | grpcio-status | 1.71.2 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | hf-xet | 1.5.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | httpx | 0.28.1 | indirekt |
| PyPI | httpx-sse | 0.4.3 | indirekt |
| PyPI | huggingface-hub | 0.36.2 | indirekt |
| PyPI | identify | 2.6.19 | indirekt |
| PyPI | idna | 3.16 | indirekt |
| PyPI | imagesize | 2.0.0 | indirekt |
| PyPI | importlib-metadata | 8.7.1 | indirekt |
| PyPI | iniconfig | 2.3.0 | indirekt |
| PyPI | invoke | 2.2.1 | indirekt |
| PyPI | ipykernel | 7.2.0 | indirekt |
| PyPI | ipython | 8.39.0 | indirekt |
| PyPI | ipython | 9.13.0 | indirekt |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirekt |
| PyPI | isort | 5.13.2 | indirekt |
| PyPI | jaraco-classes | 3.4.0 | indirekt |
| PyPI | jaraco-context | 6.1.2 | indirekt |
| PyPI | jaraco-functools | 4.5.0 | indirekt |
| PyPI | jedi | 0.20.0 | indirekt |
| PyPI | jeepney | 0.9.0 | indirekt |
| PyPI | jinja2 | 3.1.6 | indirekt |
| PyPI | jiter | 0.15.0 | indirekt |
| PyPI | jmespath | 1.1.0 | indirekt |
| PyPI | joblib | 1.5.3 | indirekt |
| PyPI | joserfc | 1.6.8 | indirekt |
| PyPI | jsonpatch | 1.33 | indirekt |
| PyPI | jsonpointer | 3.1.1 | indirekt |
| PyPI | jsonref | 1.1.0 | indirekt |
| PyPI | jsonschema | 4.26.0 | indirekt |
| PyPI | jsonschema-path | 0.5.0 | indirekt |
| PyPI | jsonschema-specifications | 2025.9.1 | indirekt |
| PyPI | jupyter-cache | 1.0.1 | indirekt |
| PyPI | jupyter-client | 8.8.0 | indirekt |
| PyPI | jupyter-core | 5.9.1 | indirekt |
| PyPI | jupyterlab-pygments | 0.3.0 | indirekt |
| PyPI | keyring | 25.7.0 | indirekt |
| PyPI | langcache | 0.12.0 | indirekt |
| PyPI | langchain-core | 1.4.0 | indirekt |
| PyPI | langchain-protocol | 0.0.15 | indirekt |
| PyPI | langchain-text-splitters | 1.1.2 | indirekt |
| PyPI | langsmith | 0.8.5 | indirekt |
| PyPI | librt | 0.11.0 | indirekt |
| PyPI | markdown-it-py | 3.0.0 | indirekt |
| PyPI | markupsafe | 3.0.3 | indirekt |
| PyPI | matplotlib-inline | 0.2.2 | indirekt |
| PyPI | mccabe | 0.7.0 | indirekt |
| PyPI | mcp | 1.27.1 | indirekt |
| PyPI | mdit-py-plugins | 0.6.1 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mistralai | 1.12.4 | indirekt |
| PyPI | mistune | 3.2.1 | indirekt |
| PyPI | more-itertools | 11.1.0 | indirekt |
| PyPI | mpmath | 1.3.0 | indirekt |
| PyPI | multidict | 6.7.1 | indirekt |
| PyPI | mypy | 1.20.2 | indirekt |
| PyPI | mypy-extensions | 1.1.0 | indirekt |
| PyPI | myst-nb | 1.4.0 | indirekt |
| PyPI | myst-parser | 4.0.1 | indirekt |
| PyPI | nbclient | 0.10.4 | indirekt |
| PyPI | nbconvert | 7.17.1 | indirekt |
| PyPI | nbformat | 5.10.4 | indirekt |
| PyPI | nbsphinx | 0.9.8 | indirekt |
| PyPI | nbval | 0.11.0 | indirekt |
| PyPI | nest-asyncio | 1.6.0 | indirekt |
| PyPI | networkx | 3.4.2 | indirekt |
| PyPI | networkx | 3.6.1 | indirekt |
| PyPI | nodeenv | 1.10.0 | indirekt |
| PyPI | nvidia-cublas | 13.1.1.3 | indirekt |
| PyPI | nvidia-cuda-cupti | 13.0.85 | indirekt |
| PyPI | nvidia-cuda-nvrtc | 13.0.88 | indirekt |
| PyPI | nvidia-cuda-runtime | 13.0.96 | indirekt |
| PyPI | nvidia-cudnn-cu13 | 9.20.0.48 | indirekt |
| PyPI | nvidia-cufft | 12.0.0.61 | indirekt |
| PyPI | nvidia-cufile | 1.15.1.6 | indirekt |
| PyPI | nvidia-curand | 10.4.0.35 | indirekt |
| PyPI | nvidia-cusolver | 12.0.4.66 | indirekt |
| PyPI | nvidia-cusparse | 12.6.3.3 | indirekt |
| PyPI | nvidia-cusparselt-cu13 | 0.8.1 | indirekt |
| PyPI | nvidia-nccl-cu13 | 2.29.7 | indirekt |
| PyPI | nvidia-nvjitlink | 13.0.88 | indirekt |
| PyPI | nvidia-nvshmem-cu13 | 3.4.5 | indirekt |
| PyPI | nvidia-nvtx | 13.0.85 | indirekt |
| PyPI | ollama | 0.6.2 | indirekt |
| PyPI | openai | 2.38.0 | indirekt |
| PyPI | openapi-pydantic | 0.5.1 | indirekt |
| PyPI | opentelemetry-api | 1.42.1 | indirekt |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.1 | indirekt |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.1 | indirekt |
| PyPI | opentelemetry-proto | 1.42.1 | indirekt |
| PyPI | opentelemetry-sdk | 1.42.1 | indirekt |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | indirekt |
| PyPI | orjson | 3.11.9 | indirekt |
| PyPI | packaging | 26.2 | indirekt |
| PyPI | pandocfilters | 1.5.1 | indirekt |
| PyPI | parso | 0.8.7 | indirekt |
| PyPI | pathable | 0.6.0 | indirekt |
| PyPI | pathspec | 1.1.1 | indirekt |
| PyPI | pexpect | 4.9.0 | indirekt |
| PyPI | pillow | 12.2.0 | indirekt |
| PyPI | platformdirs | 4.9.6 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pre-commit | 4.6.0 | indirekt |
| PyPI | prompt-toolkit | 3.0.52 | indirekt |
| PyPI | propcache | 0.5.2 | indirekt |
| PyPI | proto-plus | 1.28.0 | indirekt |
| PyPI | protobuf | 5.29.6 | indirekt |
| PyPI | psutil | 7.2.2 | indirekt |
| PyPI | ptyprocess | 0.7.0 | indirekt |
| PyPI | pure-eval | 0.2.3 | indirekt |
| PyPI | py-key-value-aio | 0.4.5 | indirekt |
| PyPI | pyasn1 | 0.6.3 | indirekt |
| PyPI | pyasn1-modules | 0.4.2 | indirekt |
| PyPI | pycparser | 3.0 | indirekt |
| PyPI | pydantic-core | 2.46.4 | indirekt |
| PyPI | pydantic-settings | 2.14.1 | indirekt |
| PyPI | pydata-sphinx-theme | 0.15.4 | indirekt |
| PyPI | pydata-sphinx-theme | 0.16.1 | indirekt |
| PyPI | pygments | 2.20.0 | indirekt |
| PyPI | pyjwt | 2.13.0 | indirekt |
| PyPI | pylint | 3.3.9 | indirekt |
| PyPI | pyperclip | 1.11.0 | indirekt |
| PyPI | pytest | 8.4.2 | indirekt |
| PyPI | pytest-asyncio | 0.23.8 | indirekt |
| PyPI | pytest-xdist | 3.8.0 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | python-discovery | 1.3.1 | indirekt |
| PyPI | python-dotenv | 1.2.2 | indirekt |
| PyPI | python-multipart | 0.0.29 | indirekt |
| PyPI | pytokens | 0.4.1 | indirekt |
| PyPI | pywin32 | 311 | indirekt |
| PyPI | pywin32-ctypes | 0.2.3 | indirekt |
| PyPI | pyzmq | 27.1.0 | indirekt |
| PyPI | redisvl | 0.22.0 | indirekt |
| PyPI | referencing | 0.37.0 | indirekt |
| PyPI | regex | 2026.5.9 | indirekt |
| PyPI | requests | 2.34.2 | indirekt |
| PyPI | requests-toolbelt | 1.0.0 | indirekt |
| PyPI | rich | 15.0.0 | indirekt |
| PyPI | rich-rst | 2.0.1 | indirekt |
| PyPI | rpds-py | 0.30.0 | indirekt |
| PyPI | s3transfer | 0.17.1 | indirekt |
| PyPI | safetensors | 0.7.0 | indirekt |
| PyPI | scikit-learn | 1.7.2 | indirekt |
| PyPI | scikit-learn | 1.8.0 | indirekt |
| PyPI | scipy | 1.15.3 | indirekt |
| PyPI | scipy | 1.17.1 | indirekt |
| PyPI | secretstorage | 3.5.0 | indirekt |
| PyPI | sentence-transformers | 3.4.1 | indirekt |
| PyPI | setuptools | 81.0.0 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | sniffio | 1.3.1 | indirekt |
| PyPI | snowballstemmer | 3.1.0 | indirekt |
| PyPI | soupsieve | 2.8.4 | indirekt |
| PyPI | sphinx | 7.4.7 | indirekt |
| PyPI | sphinx-book-theme | 1.1.4 | indirekt |
| PyPI | sphinx-book-theme | 1.2.0 | indirekt |
| PyPI | sphinx-copybutton | 0.5.2 | indirekt |
| PyPI | sphinx-design | 0.5.0 | indirekt |
| PyPI | sphinx-favicon | 1.0.1 | indirekt |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirekt |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirekt |
| PyPI | sphinxcontrib-mermaid | 0.9.2 | indirekt |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirekt |
| PyPI | sql-redis | 0.7.1 | indirekt |
| PyPI | sqlalchemy | 2.0.50 | indirekt |
| PyPI | sqlglot | 30.8.0 | indirekt |
| PyPI | sse-starlette | 3.4.4 | indirekt |
| PyPI | stack-data | 0.6.3 | indirekt |
| PyPI | starlette | 1.1.0 | indirekt |
| PyPI | sympy | 1.14.0 | indirekt |
| PyPI | tabulate | 0.10.0 | indirekt |
| PyPI | testcontainers | 4.14.2 | indirekt |
| PyPI | threadpoolctl | 3.6.0 | indirekt |
| PyPI | tinycss2 | 1.4.0 | indirekt |
| PyPI | tokenizers | 0.22.2 | indirekt |
| PyPI | tomli | 2.4.1 | indirekt |
| PyPI | tomlkit | 0.15.0 | indirekt |
| PyPI | torch | 2.12.0 | indirekt |
| PyPI | tornado | 6.5.6 | indirekt |
| PyPI | tqdm | 4.67.3 | indirekt |
| PyPI | traitlets | 5.15.0 | indirekt |
| PyPI | transformers | 4.57.6 | indirekt |
| PyPI | triton | 3.7.0 | indirekt |
| PyPI | types-cffi | 2.0.0.20260518 | indirekt |
| PyPI | types-pyopenssl | 24.1.0.20240722 | indirekt |
| PyPI | types-pyyaml | 6.0.12.20260518 | indirekt |
| PyPI | types-requests | 2.33.0.20260518 | indirekt |
| PyPI | types-setuptools | 82.0.0.20260518 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
| PyPI | typing-inspection | 0.4.2 | indirekt |
| PyPI | uncalled-for | 0.3.2 | indirekt |
| PyPI | urllib3 | 2.1.0 | indirekt |
| PyPI | uuid-utils | 0.16.0 | indirekt |
| PyPI | uvicorn | 0.48.0 | indirekt |
| PyPI | virtualenv | 21.3.3 | indirekt |
| PyPI | voyageai | 0.3.7 | indirekt |
| PyPI | watchfiles | 1.2.0 | indirekt |
| PyPI | wcwidth | 0.7.0 | indirekt |
| PyPI | webencodings | 0.5.1 | indirekt |
| PyPI | websockets | 16.0 | indirekt |
| PyPI | wrapt | 2.2.1 | indirekt |
| PyPI | xxhash | 3.7.0 | indirekt |
| PyPI | yarl | 1.24.2 | indirekt |
| PyPI | zipp | 4.1.0 | indirekt |
| PyPI | zstandard | 0.25.0 | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:redisvl@0.23.0 zieht 12 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.
Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
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},
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]
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],
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},
{
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"value": 75,
"weight": 0.18,
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{
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"count": 416
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}
],
"max_points": 60
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{
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"points": 16.4,
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"details": [
{
"code": "forks",
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}
],
"max_points": 25
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{
"key": "watchers",
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}
],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 70,
"inputs": {
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"has_contributing": true,
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},
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{
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},
{
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"code": "license_standard",
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{
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],
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{
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},
{
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],
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"count": 2480508,
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}
],
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{
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"points": 0,
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"code": "not_reported_by_this_ecosystem",
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}
],
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],
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},
{
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"weight": 0.24,
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"note": null,
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"components": [
{
"key": "bus_factor",
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"count": 2
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}
],
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{
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"code": "top_contributor_share",
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}
],
"max_points": 22.5
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{
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],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"details": [],
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}
]
},
{
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"note": null,
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"issue_closed_ratio": 0.792,
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"components": [
{
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}
],
"max_points": 46.75
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{
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"code": "decided_prs_merged",
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
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"note": null,
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"inputs": {
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"is_verified": null,
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"account_age_days": 5243
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"components": [
{
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"details": [
{
"code": "owner_organization",
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}
],
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{
"key": "verified_domain",
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"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "owner_reach",
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"detail": "2,839 followers of redis",
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{
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"status": "met",
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"code": "public_repos",
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"count": 78
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},
{
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]
},
{
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"note": null,
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"ecosystems": "pypi",
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"min_days_since_publish": 17
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"components": [
{
"key": "published_resolvable",
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"points": 25,
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"details": [
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"code": "packages_published",
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}
],
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{
"key": "publish_recency",
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"points": 35,
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"details": [
{
"code": "publish_recency",
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}
],
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{
"key": "version_history",
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"points": 20,
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{
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}
],
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{
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]
}
],
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},
{
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"note": null,
"notes": [],
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"code": "ci_workflows",
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{
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{
"key": "linter_config",
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"details": [
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],
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{
"key": "pre_commit_hooks",
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"notes": [],
"value": 90,
"inputs": {
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"components": [
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{
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{
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{
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{
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],
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{
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]
}
],
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{
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"notes": [
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"components": [
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},
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"value": 51,
"inputs": {
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"components": [
{
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"points": 7.5,
"status": "met",
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{
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"status": "partial",
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{
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{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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{
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},
{
"key": "contributors",
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 13 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 detected",
"points": 5,
"status": "met",
"details": [],
"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 7",
"points": 3.5,
"status": "partial",
"details": [],
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},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"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": "65 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:redisvl@0.23.0 runtime dependency closure — what installing the published package pulls in — 12 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
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{
"code": "advisories_scope_published",
"params": {
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}
},
{
"code": "advisories_reachability",
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}
],
"value": 100,
"inputs": {
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"affected_packages": 0,
"assessed_packages": 12,
"unassessed_packages": 0,
"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
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],
"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."
}
],
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"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/redis/redis-vl-python.svg",
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.16.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.