Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.16.0 · Metriken 1.13.0 · 2026-07-21 01:55 UTC
pinecone-io / python-sdk
Official Python SDK for the Pinecone vector database
pinecone-io/python-sdk erreicht einen Gesundheitsindex von 72 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (83/100) ab, am schwächsten bei Security (67/100). Zuletzt vor 3 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
72
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.
72
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
PineconeOrganisation
1.793 Follower113 öffentliche Reposseit Aug. 2019
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 | pinecone | 9.1.0 | 7.868.895 | 94 | vor 47 Tagen | pineconevectordatabasecloudragai |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
83
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 3 Tagen |
| 14.5/36 | Commit-Rhythmus — 21/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 1.557 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 1.557 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 21 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 53 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 46 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 39 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 53 |
| latest_release_tag | v9.1.0 |
| releases_from_tags | nein |
| days_since_latest_release | 46 |
| mean_days_between_releases | 39 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
72
Popularität & Verbreitung
68Mittel
Wie die Bewertung erfolgt
| 43/60 | Stars — 447 Stars |
| 17.7/25 | Forks — 133 Forks |
| 7.7/15 | Watcher — 25 Watcher |
Verwendete Eingangsdaten
| forks | 133 |
| stars | 447 |
| watchers | 25 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
57Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | ja |
Ökosystem-Verbreitung (Downloads)
100Exzellent
Wie die Bewertung erfolgt
| 80/80 | Downloads pro Monat — 7.868.895 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | pinecone |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 7.868.895 |
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?
67
Maintainer-Resilienz (Bus-Faktor)
39Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 6.7/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 70 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 41 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 41 |
| top_contributor_share | 0,702 |
Wie die Bewertung erfolgt
| 34.9/46.8 | Issue-Lösungsquote — 75 % der Issues geschlossen |
| 29.4/38.3 | PR-Annahme — 407/530 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 407 |
| open_issues | 33 |
| closed_issues | 97 |
| issue_closed_ratio | 0,746 |
| closed_unmerged_prs | 123 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 23.4/25 | Reichweite des Inhabers — 1.793 Follower von pinecone-io |
| 25/25 | Kontohistorie — 113 öffentliche Repos, Kontoalter ca. 6 Jahre |
Verwendete Eingangsdaten
| followers | 1.793 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pinecone-io |
| public_repos | 113 |
| account_age_days | 2.526 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 47 Tagen |
| 20/20 | Versionshistorie — 94 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | pinecone |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 47 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
71
Engineering-Praktiken
58Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 6 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
90Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://pinecone-io.github.io/python-sdk/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 6 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | pinecone, python, rag, sdk, vector-database, vector-search |
| has_wiki | nein |
| homepage | https://pinecone-io.github.io/python-sdk/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
67
Sicherheitslage
59Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 1.2/2.5 | CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 9 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 2.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 5 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0.8/7.5 | Vulnerabilities — 9 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,9 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection. 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 | 11 |
| 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:pinecone@9.1.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 11 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.
73
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.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 | AGENTS.md |
| agent_instruction_max_bytes | 13.204 |
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 — docs/Makefile |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — pinecone/py.typed |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 6/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | Cargo.lock, uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | docs/Makefile |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | pinecone/py.typed |
| 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.
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (pinecone/py.typed) |
| 53.5/55 | Handhabbare Dateigrößen — 15/546 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 159.605 |
| source_files_sampled | 546 |
| oversized_source_files | 15 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 40/40 | API-Schema (OpenAPI/GraphQL/proto) — rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto |
| 0/20 | MCP-Server |
| 0/40 | Lauffähige Beispiele |
Verwendete Eingangsdaten
| example_dirs | — |
| has_mcp_signal | nein |
| api_schema_files | rust/proto/db_data_2025-10.proto, rust/proto/google/api/annotations.proto, rust/proto/google/api/field_behavior.proto |
Eckdaten
447GitHub-Sterne
41Mitwirkende
1.557Commits, letzte 12 Monate
3Tage seit letztem Push
53Releases
1Bus-Faktor
33offene Issues
crates.io, PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Could not fetch crates package 'pinecone-grpc' from its registry
Weitere Details
OpenSSF Scorecard 5.9 / 10
5.9Gesamtwert
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 |
| k. A. | Branch-Protection | 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 |
| 5 | CI-Tests | 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/29 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 5 | SAST | SAST tool is not run on all commits -- score normalized to 5 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 1 | Vulnerabilities | 9 existing vulnerabilities detected |
Direkte Abhängigkeiten 13
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | httpx | >=0.27,<1.0 | pyproject.toml |
| PyPI | msgspec | — | pyproject.toml |
| PyPI | orjson | — | pyproject.toml |
| crates.io | pyo3 | 0.24 | rust/Cargo.toml |
| crates.io | tonic | 0.13 | rust/Cargo.toml |
| crates.io | prost | 0.13 | rust/Cargo.toml |
| crates.io | prost-types | 0.13 | rust/Cargo.toml |
| crates.io | tokio | 1 | rust/Cargo.toml |
| crates.io | uuid | 1 | rust/Cargo.toml |
| crates.io | rand | 0.9 | rust/Cargo.toml |
| crates.io | tracing | 0.1 | rust/Cargo.toml |
| crates.io | http | 1 | rust/Cargo.toml |
| crates.io | hyper-util | 0.1 | rust/Cargo.toml |
Alle Abhängigkeiten 277
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 24 direkte und 253 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| crates.io | http | — | direkt |
| crates.io | http | 1.4.0 | direkt |
| crates.io | hyper-util | — | direkt |
| crates.io | hyper-util | 0.1.20 | direkt |
| crates.io | prost | — | direkt |
| crates.io | prost | 0.13.5 | direkt |
| crates.io | prost-types | — | direkt |
| crates.io | prost-types | 0.13.5 | direkt |
| crates.io | pyo3 | — | direkt |
| crates.io | pyo3 | 0.24.1 | direkt |
| crates.io | rand | — | direkt |
| crates.io | rand | 0.9.3 | direkt |
| crates.io | tokio | — | direkt |
| crates.io | tokio | 1.51.0 | direkt |
| crates.io | tonic | — | direkt |
| crates.io | tonic | 0.13.1 | direkt |
| crates.io | tracing | — | direkt |
| crates.io | tracing | 0.1.44 | direkt |
| crates.io | uuid | — | direkt |
| crates.io | uuid | 1.23.0 | direkt |
| PyPI | httpx | — | direkt |
| PyPI | httpx | 0.28.1 | direkt |
| PyPI | msgspec | 0.20.0 | direkt |
| PyPI | orjson | 3.11.8 | direkt |
| crates.io | aho-corasick | 1.1.4 | indirekt |
| crates.io | anyhow | 1.0.102 | indirekt |
| crates.io | async-trait | 0.1.89 | indirekt |
| crates.io | atomic-waker | 1.1.2 | indirekt |
| crates.io | autocfg | 1.5.0 | indirekt |
| crates.io | axum | 0.8.8 | indirekt |
| crates.io | axum-core | 0.5.6 | indirekt |
| crates.io | base64 | 0.22.1 | indirekt |
| crates.io | bitflags | 2.11.0 | indirekt |
| crates.io | bumpalo | 3.20.2 | indirekt |
| crates.io | bytes | 1.11.1 | indirekt |
| crates.io | cc | 1.2.59 | indirekt |
| crates.io | cfg-if | 1.0.4 | indirekt |
| crates.io | core-foundation | 0.10.1 | indirekt |
| crates.io | core-foundation-sys | 0.8.7 | indirekt |
| crates.io | either | 1.15.0 | indirekt |
| crates.io | equivalent | 1.0.2 | indirekt |
| crates.io | errno | 0.3.14 | indirekt |
| crates.io | fastrand | 2.4.0 | indirekt |
| crates.io | find-msvc-tools | 0.1.9 | indirekt |
| crates.io | fixedbitset | 0.5.7 | indirekt |
| crates.io | fnv | 1.0.7 | indirekt |
| crates.io | foldhash | 0.1.5 | indirekt |
| crates.io | futures-channel | 0.3.32 | indirekt |
| crates.io | futures-core | 0.3.32 | indirekt |
| crates.io | futures-sink | 0.3.32 | indirekt |
| crates.io | futures-task | 0.3.32 | indirekt |
| crates.io | futures-util | 0.3.32 | indirekt |
| crates.io | getrandom | 0.2.17 | indirekt |
| crates.io | getrandom | 0.3.4 | indirekt |
| crates.io | getrandom | 0.4.2 | indirekt |
| crates.io | h2 | 0.4.13 | indirekt |
| crates.io | hashbrown | 0.15.5 | indirekt |
| crates.io | hashbrown | 0.16.1 | indirekt |
| crates.io | heck | 0.5.0 | indirekt |
| crates.io | http-body | 1.0.1 | indirekt |
| crates.io | http-body-util | 0.1.3 | indirekt |
| crates.io | httparse | 1.10.1 | indirekt |
| crates.io | httpdate | 1.0.3 | indirekt |
| crates.io | hyper | 1.9.0 | indirekt |
| crates.io | hyper-timeout | 0.5.2 | indirekt |
| crates.io | id-arena | 2.3.0 | indirekt |
| crates.io | indexmap | 2.13.1 | indirekt |
| crates.io | indoc | 2.0.7 | indirekt |
| crates.io | itertools | 0.14.0 | indirekt |
| crates.io | itoa | 1.0.18 | indirekt |
| crates.io | js-sys | 0.3.94 | indirekt |
| crates.io | leb128fmt | 0.1.0 | indirekt |
| crates.io | libc | 0.2.184 | indirekt |
| crates.io | linux-raw-sys | 0.12.1 | indirekt |
| crates.io | log | 0.4.29 | indirekt |
| crates.io | matchit | 0.8.4 | indirekt |
| crates.io | memchr | 2.8.0 | indirekt |
| crates.io | memoffset | 0.9.1 | indirekt |
| crates.io | mime | 0.3.17 | indirekt |
| crates.io | mio | 1.2.0 | indirekt |
| crates.io | multimap | 0.10.1 | indirekt |
| crates.io | once_cell | 1.21.4 | indirekt |
| crates.io | openssl-probe | 0.2.1 | indirekt |
| crates.io | percent-encoding | 2.3.2 | indirekt |
| crates.io | petgraph | 0.7.1 | indirekt |
| crates.io | pin-project | 1.1.11 | indirekt |
| crates.io | pin-project-internal | 1.1.11 | indirekt |
| crates.io | pin-project-lite | 0.2.17 | indirekt |
| crates.io | portable-atomic | 1.13.1 | indirekt |
| crates.io | ppv-lite86 | 0.2.21 | indirekt |
| crates.io | prettyplease | 0.2.37 | indirekt |
| crates.io | proc-macro2 | 1.0.106 | indirekt |
| crates.io | prost-build | — | indirekt |
| crates.io | prost-build | 0.13.5 | indirekt |
| crates.io | prost-derive | 0.13.5 | indirekt |
| crates.io | pyo3-build-config | 0.24.1 | indirekt |
| crates.io | pyo3-ffi | 0.24.1 | indirekt |
| crates.io | pyo3-macros | 0.24.1 | indirekt |
| crates.io | pyo3-macros-backend | 0.24.1 | indirekt |
| crates.io | quote | 1.0.45 | indirekt |
| crates.io | r-efi | 5.3.0 | indirekt |
| crates.io | r-efi | 6.0.0 | indirekt |
| crates.io | rand_chacha | 0.9.0 | indirekt |
| crates.io | rand_core | 0.9.5 | indirekt |
| crates.io | regex | 1.12.3 | indirekt |
| crates.io | regex-automata | 0.4.14 | indirekt |
| crates.io | regex-syntax | 0.8.10 | indirekt |
| crates.io | ring | 0.17.14 | indirekt |
| crates.io | rustix | 1.1.4 | indirekt |
| crates.io | rustls | 0.23.37 | indirekt |
| crates.io | rustls-native-certs | 0.8.3 | indirekt |
| crates.io | rustls-pki-types | 1.14.0 | indirekt |
| crates.io | rustls-webpki | 0.103.13 | indirekt |
| crates.io | rustversion | 1.0.22 | indirekt |
| crates.io | schannel | 0.1.29 | indirekt |
| crates.io | security-framework | 3.7.0 | indirekt |
| crates.io | security-framework-sys | 2.17.0 | indirekt |
| crates.io | semver | 1.0.28 | indirekt |
| crates.io | serde | 1.0.228 | indirekt |
| crates.io | serde_core | 1.0.228 | indirekt |
| crates.io | serde_derive | 1.0.228 | indirekt |
| crates.io | serde_json | 1.0.149 | indirekt |
| crates.io | shlex | 1.3.0 | indirekt |
| crates.io | slab | 0.4.12 | indirekt |
| crates.io | smallvec | 1.15.1 | indirekt |
| crates.io | socket2 | 0.5.10 | indirekt |
| crates.io | socket2 | 0.6.3 | indirekt |
| crates.io | subtle | 2.6.1 | indirekt |
| crates.io | syn | 2.0.117 | indirekt |
| crates.io | sync_wrapper | 1.0.2 | indirekt |
| crates.io | target-lexicon | 0.13.5 | indirekt |
| crates.io | tempfile | 3.27.0 | indirekt |
| crates.io | tokio-macros | 2.7.0 | indirekt |
| crates.io | tokio-rustls | 0.26.4 | indirekt |
| crates.io | tokio-stream | 0.1.18 | indirekt |
| crates.io | tokio-util | 0.7.18 | indirekt |
| crates.io | tonic-build | — | indirekt |
| crates.io | tonic-build | 0.13.1 | indirekt |
| crates.io | tower | 0.5.3 | indirekt |
| crates.io | tower-layer | 0.3.3 | indirekt |
| crates.io | tower-service | 0.3.3 | indirekt |
| crates.io | tracing-attributes | 0.1.31 | indirekt |
| crates.io | tracing-core | 0.1.36 | indirekt |
| crates.io | try-lock | 0.2.5 | indirekt |
| crates.io | unicode-ident | 1.0.24 | indirekt |
| crates.io | unicode-xid | 0.2.6 | indirekt |
| crates.io | unindent | 0.2.4 | indirekt |
| crates.io | untrusted | 0.9.0 | indirekt |
| crates.io | want | 0.3.1 | indirekt |
| crates.io | wasi | 0.11.1+wasi-snapshot-preview1 | indirekt |
| crates.io | wasip2 | 1.0.2+wasi-0.2.9 | indirekt |
| crates.io | wasip3 | 0.4.0+wasi-0.3.0-rc-2026-01-06 | indirekt |
| crates.io | wasm-bindgen | 0.2.117 | indirekt |
| crates.io | wasm-bindgen-macro | 0.2.117 | indirekt |
| crates.io | wasm-bindgen-macro-support | 0.2.117 | indirekt |
| crates.io | wasm-bindgen-shared | 0.2.117 | indirekt |
| crates.io | wasm-encoder | 0.244.0 | indirekt |
| crates.io | wasm-metadata | 0.244.0 | indirekt |
| crates.io | wasmparser | 0.244.0 | indirekt |
| crates.io | windows-link | 0.2.1 | indirekt |
| crates.io | windows-sys | 0.52.0 | indirekt |
| crates.io | windows-sys | 0.61.2 | indirekt |
| crates.io | windows-targets | 0.52.6 | indirekt |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | indirekt |
| crates.io | windows_aarch64_msvc | 0.52.6 | indirekt |
| crates.io | windows_i686_gnu | 0.52.6 | indirekt |
| crates.io | windows_i686_gnullvm | 0.52.6 | indirekt |
| crates.io | windows_i686_msvc | 0.52.6 | indirekt |
| crates.io | windows_x86_64_gnu | 0.52.6 | indirekt |
| crates.io | windows_x86_64_gnullvm | 0.52.6 | indirekt |
| crates.io | windows_x86_64_msvc | 0.52.6 | indirekt |
| crates.io | wit-bindgen | 0.51.0 | indirekt |
| crates.io | wit-bindgen-core | 0.51.0 | indirekt |
| crates.io | wit-bindgen-rust | 0.51.0 | indirekt |
| crates.io | wit-bindgen-rust-macro | 0.51.0 | indirekt |
| crates.io | wit-component | 0.244.0 | indirekt |
| crates.io | wit-parser | 0.244.0 | indirekt |
| crates.io | zerocopy | 0.8.48 | indirekt |
| crates.io | zerocopy-derive | 0.8.48 | indirekt |
| crates.io | zeroize | 1.8.2 | indirekt |
| crates.io | zmij | 1.0.21 | indirekt |
| PyPI | accessible-pygments | 0.0.5 | indirekt |
| PyPI | alabaster | 1.0.0 | indirekt |
| PyPI | anyio | 4.13.0 | indirekt |
| PyPI | appnope | 0.1.4 | indirekt |
| PyPI | asttokens | 3.0.1 | indirekt |
| PyPI | babel | 2.18.0 | indirekt |
| PyPI | backports-asyncio-runner | 1.2.0 | indirekt |
| PyPI | beautifulsoup4 | 4.14.3 | indirekt |
| PyPI | certifi | 2026.2.25 | indirekt |
| PyPI | cffi | 2.0.0 | indirekt |
| PyPI | charset-normalizer | 3.4.7 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | comm | 0.2.3 | indirekt |
| PyPI | debugpy | 1.8.20 | indirekt |
| PyPI | decorator | 5.2.1 | indirekt |
| PyPI | docutils | 0.21.2 | indirekt |
| PyPI | exceptiongroup | 1.3.1 | indirekt |
| PyPI | execnet | 2.1.2 | indirekt |
| PyPI | executing | 2.2.1 | indirekt |
| PyPI | furo | 2025.12.19 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | h2 | 4.3.0 | indirekt |
| PyPI | hpack | 4.1.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | hyperframe | 6.1.0 | indirekt |
| PyPI | hypothesis | 6.155.1 | indirekt |
| PyPI | idna | 3.15 | indirekt |
| PyPI | imagesize | 2.0.0 | indirekt |
| PyPI | iniconfig | 2.3.0 | indirekt |
| PyPI | ipykernel | 7.2.0 | indirekt |
| PyPI | ipython | 8.39.0 | indirekt |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirekt |
| PyPI | jedi | 0.19.2 | indirekt |
| PyPI | jinja2 | 3.1.6 | indirekt |
| PyPI | jupyter-client | 8.8.0 | indirekt |
| PyPI | jupyter-core | 5.9.1 | indirekt |
| PyPI | librt | 0.8.1 | indirekt |
| PyPI | markdown-it-py | 3.0.0 | indirekt |
| PyPI | markupsafe | 3.0.3 | indirekt |
| PyPI | matplotlib-inline | 0.2.1 | indirekt |
| PyPI | maturin | — | indirekt |
| PyPI | mdit-py-plugins | 0.5.0 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mypy | 1.20.0 | indirekt |
| PyPI | mypy-extensions | 1.1.0 | indirekt |
| PyPI | myst-parser | 4.0.1 | indirekt |
| PyPI | nest-asyncio | 1.6.0 | indirekt |
| PyPI | packaging | 26.0 | indirekt |
| PyPI | parso | 0.8.6 | indirekt |
| PyPI | pathspec | 1.0.4 | indirekt |
| PyPI | pexpect | 4.9.0 | indirekt |
| PyPI | pinecone | 9.0.1 | indirekt |
| PyPI | platformdirs | 4.9.6 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | prompt-toolkit | 3.0.52 | indirekt |
| PyPI | psutil | 7.2.2 | indirekt |
| PyPI | ptyprocess | 0.7.0 | indirekt |
| PyPI | pure-eval | 0.2.3 | indirekt |
| PyPI | py-cpuinfo | 9.0.0 | indirekt |
| PyPI | pycparser | 3.0 | indirekt |
| PyPI | pygments | 2.20.0 | indirekt |
| PyPI | pytest | 9.0.3 | indirekt |
| PyPI | pytest-anyio | 0.0.0 | indirekt |
| PyPI | pytest-asyncio | 1.3.0 | indirekt |
| PyPI | pytest-benchmark | 5.2.3 | indirekt |
| PyPI | pytest-timeout | 2.4.0 | indirekt |
| PyPI | pytest-xdist | 3.8.0 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | python-dotenv | 1.2.2 | indirekt |
| PyPI | pyyaml | 6.0.3 | indirekt |
| PyPI | pyzmq | 27.1.0 | indirekt |
| PyPI | requests | 2.33.1 | indirekt |
| PyPI | respx | 0.22.0 | indirekt |
| PyPI | roman-numerals | 4.1.0 | indirekt |
| PyPI | ruff | 0.15.9 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | snowballstemmer | 3.0.1 | indirekt |
| PyPI | sortedcontainers | 2.4.0 | indirekt |
| PyPI | soupsieve | 2.8.3 | indirekt |
| PyPI | sphinx | 8.1.3 | indirekt |
| PyPI | sphinx-basic-ng | 1.0.0b2 | indirekt |
| PyPI | sphinx-copybutton | 0.5.2 | indirekt |
| PyPI | sphinx-tabs | 3.5.0 | 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-qthelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirekt |
| PyPI | stack-data | 0.6.3 | indirekt |
| PyPI | tomli | 2.4.1 | indirekt |
| PyPI | tornado | 6.5.5 | indirekt |
| PyPI | traitlets | 5.14.3 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
| PyPI | urllib3 | 2.7.0 | indirekt |
| PyPI | wcwidth | 0.6.0 | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:pinecone@9.1.0 zieht 11 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
{
"data": {
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"pinecone",
"python",
"rag",
"sdk",
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],
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"size_kb": 16047,
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"homepage": "https://pinecone-io.github.io/python-sdk/",
"languages": {
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},
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"created_at": "2021-09-16T00:07:17Z",
"owner_type": "Organization",
"updated_at": "2026-07-18T05:15:17Z",
"description": "Official Python SDK for the Pinecone vector database",
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]
},
"owner": {
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"name": "Pinecone",
"type": "Organization",
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"company": null,
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"followers": 1793,
"avatar_url": "https://avatars.githubusercontent.com/u/54333248?v=4",
"created_at": "2019-08-20T20:25:51Z",
"is_verified": null,
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},
"license": {
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},
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},
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"Intended Audience :: Science/Research",
"Intended Audience :: System Administrators",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Database",
"Topic :: Software Development",
"Topic :: Software Development :: Libraries",
"Topic :: Software Development :: Libraries :: Application Frameworks",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/pinecone/",
"is_deprecated": false,
"latest_version": "9.1.0",
"repository_url": "https://github.com/pinecone-io/python-sdk",
"versions_count": 94,
"total_downloads": null,
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"monthly_downloads": 7868895,
"first_published_at": "2024-05-03T15:21:12.582237Z",
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]
},
"popularity": {
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],
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],
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"typecheck_configs": [
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],
"largest_source_bytes": 159605,
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"dependencies": {
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"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
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"by_severity": {},
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},
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],
"dependencies": [
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},
{
"name": "msgspec",
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},
{
"name": "orjson",
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{
"name": "pyo3",
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{
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},
{
"name": "prost",
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},
{
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},
{
"name": "tokio",
"manifest": "rust/Cargo.toml",
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},
{
"name": "uuid",
"manifest": "rust/Cargo.toml",
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"version_constraint": "1"
},
{
"name": "rand",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "0.9"
},
{
"name": "tracing",
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"ecosystem": "crates",
"version_constraint": "0.1"
},
{
"name": "http",
"manifest": "rust/Cargo.toml",
"ecosystem": "crates",
"version_constraint": "1"
},
{
"name": "hyper-util",
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],
"all_dependencies": {
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{
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{
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{
"name": "hyper-util",
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{
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"direct": true,
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{
"name": "prost",
"direct": true,
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{
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{
"name": "prost-types",
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{
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{
"name": "pyo3",
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{
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{
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{
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"direct": true,
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{
"name": "tokio",
"direct": true,
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{
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{
"name": "tonic",
"direct": true,
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{
"name": "tracing",
"direct": true,
"version": null,
"ecosystem": "crates"
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{
"name": "tracing",
"direct": true,
"version": "0.1.44",
"ecosystem": "crates"
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{
"name": "uuid",
"direct": true,
"version": null,
"ecosystem": "crates"
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{
"name": "uuid",
"direct": true,
"version": "1.23.0",
"ecosystem": "crates"
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{
"name": "httpx",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": true,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "msgspec",
"direct": true,
"version": "0.20.0",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": true,
"version": "3.11.8",
"ecosystem": "pypi"
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{
"name": "aho-corasick",
"direct": false,
"version": "1.1.4",
"ecosystem": "crates"
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{
"name": "anyhow",
"direct": false,
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"ecosystem": "crates"
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{
"name": "async-trait",
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"ecosystem": "crates"
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{
"name": "atomic-waker",
"direct": false,
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{
"name": "autocfg",
"direct": false,
"version": "1.5.0",
"ecosystem": "crates"
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{
"name": "axum",
"direct": false,
"version": "0.8.8",
"ecosystem": "crates"
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{
"name": "axum-core",
"direct": false,
"version": "0.5.6",
"ecosystem": "crates"
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{
"name": "base64",
"direct": false,
"version": "0.22.1",
"ecosystem": "crates"
},
{
"name": "bitflags",
"direct": false,
"version": "2.11.0",
"ecosystem": "crates"
},
{
"name": "bumpalo",
"direct": false,
"version": "3.20.2",
"ecosystem": "crates"
},
{
"name": "bytes",
"direct": false,
"version": "1.11.1",
"ecosystem": "crates"
},
{
"name": "cc",
"direct": false,
"version": "1.2.59",
"ecosystem": "crates"
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{
"name": "cfg-if",
"direct": false,
"version": "1.0.4",
"ecosystem": "crates"
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{
"name": "core-foundation",
"direct": false,
"version": "0.10.1",
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"has_code_of_conduct": false,
"has_pull_request_template": true
},
"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": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"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": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"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": 100,
"inputs": {
"packages": [
"pinecone"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 7868895
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "7,868,895 downloads/month across pypi",
"points": 80,
"status": "met",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 7868895,
"ecosystems": "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": 67,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 39,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 41,
"top_contributor_share": 0.702
},
"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 70% of commits",
"points": 6.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 70
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "41 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 41
}
}
],
"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": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"merged_prs": 407,
"open_issues": 33,
"closed_issues": 97,
"issue_closed_ratio": 0.746,
"closed_unmerged_prs": 123
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "75% of issues closed",
"points": 34.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 75
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "407/530 decided PRs merged",
"points": 29.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 407,
"decided": 530
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/29 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1793,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "pinecone-io",
"public_repos": 113,
"account_age_days": 2526
},
"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": "1,793 followers of pinecone-io",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1793,
"login": "pinecone-io"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "113 public repos, account ~6 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 113
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"pinecone"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 47
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 47 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 47
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "94 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 94
}
}
],
"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": 71,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 58,
"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": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"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": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"points": 10,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"pinecone",
"python",
"rag",
"sdk",
"vector-database",
"vector-search"
],
"has_wiki": false,
"homepage": "https://pinecone-io.github.io/python-sdk/",
"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://pinecone-io.github.io/python-sdk/",
"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": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"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": "moderate",
"name": "Security",
"value": 67,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"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": "1 out of 2 merged PRs checked by a CI test -- score normalized to 5",
"points": 1.2,
"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 1/29 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 9 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 6",
"points": 3,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 5",
"points": 2.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "9 existing vulnerabilities detected",
"points": 0.8,
"status": "partial",
"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:pinecone@9.1.0 runtime dependency closure — what installing the published package pulls in — 11 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:pinecone@9.1.0",
"assessed": 11
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 11,
"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",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 11,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": 4
},
"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": "good",
"name": "AI Readiness",
"value": 73,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 13204
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"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": "good",
"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": {}
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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.
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