Öffentliches RegisterExzellent
Software-GesundheitsberichtSchema 0.34.0 · Metriken 2.10.0 · 2026-09-10 01:34 UTC
deepset-ai / haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
deepset-ai/haystack-core-integrations erreicht einen Gesundheitsindex von 89 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Sustainability & Governance (87/100) ab, am schwächsten bei Vitality (60/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.
89
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.
89
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende 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.
Der gewichtete Gesamtwert 75 wird auf der veröffentlichten Indexskala auf 89 kalibriert (Register-Kalibrierung 2026-08-02).
Eigentümerschaft
deepsetOrganisation · verifizierte Domain
1.381 Follower78 öffentliche Reposseit Juni 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 | astra-haystack | 4.4.0 | 1.070 | 32 | vor 8 Tagen | — |
| PyPI | brave-haystack | 0.1.0 | 388 | 1 | vor 126 Tagen | ai-searchbravehaystackweb-search |
| PyPI | chroma-haystack | 4.5.0 | 9.429 | 46 | vor 8 Tagen | — |
| PyPI | cognee-haystack | 0.1.2 | 137 | 3 | vor 15 Tagen | — |
| PyPI | cohere-haystack | 10.0.0 | 36.509 | 47 | vor 5 Tagen | — |
| PyPI | aimlapi-haystack | 2.1.0 | 408 | 3 | vor 54 Tagen | — |
| PyPI | alloydb-haystack | 0.3.0 | 523 | 4 | vor 8 Tagen | — |
| PyPI | chonkie-haystack | 1.1.0 | - | 2 | vor 5 Tagen | — |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
60
Entwicklungsaktivität
100Außergewöhnlich
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 36/36 | Commit-Rhythmus — 52/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 1.656 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 1.656 |
| human_commit_share | 0,95 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release-Disziplin
1Kritisch
Wie die Bewertung erfolgt
| 0/27 | Liefert Releases aus — keine Releases veröffentlicht |
| 0/36 | Release-Aktualität — keine Releases |
| 0/27 | Release-Rhythmus — keine Releases |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 0 |
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?
77
Popularität & Verbreitung
63Mittel
Wie die Bewertung erfolgt
| 37.4/60 | Stars — 202 Stars |
| 20.9/25 | Forks — 325 Forks |
| 4.7/15 | Watcher — 8 Watcher |
Verwendete Eingangsdaten
| forks | 325 |
| stars | 202 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| readme_badges | 411 |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| readme_badge_services | github.com, shields.io |
| has_pull_request_template | ja |
Wie die Bewertung erfolgt
| 62.5/80 | Downloads pro Monat — 48.464 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | astra-haystack, brave-haystack, chroma-haystack, cognee-haystack, cohere-haystack, aimlapi-haystack, alloydb-haystack, chonkie-haystack |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 48.464 |
| unverified_packages_excluded | — |
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?
87
Wie die Bewertung erfolgt
| 36/54 | Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab |
| 16/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 29 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 98 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 3 |
| contributors_sampled | 98 |
| top_contributor_share | 0,289 |
Reaktionsfähigkeit bei Issues & PRs
80Exzellent
Wie die Bewertung erfolgt
| 39.2/42 | Issue-Lösungsquote — 93 % der Issues geschlossen |
| 27.3/30 | PR-Annahme — 2.636/2.894 entschiedene PRs gemergt |
| 6.5/13 | Newcomer PR acceptance — 2/4 PRs von Erstbeitragenden in 30 Tagen gemergt |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
Verwendete Eingangsdaten
| merged_prs | 2.636 |
| open_issues | 66 |
| closed_issues | 912 |
| prs_merged_7d | 25 |
| prs_decided_7d | 32 |
| prs_merged_30d | 45 |
| prs_decided_30d | 55 |
| issue_closed_ratio | 0,933 |
| closed_unmerged_prs | 258 |
| first_time_authors_30d | 4 |
| first_time_prs_merged_30d | 2 |
| first_time_prs_decided_30d | 4 |
Eigentümerschaft & Trägerschaft
98Außergewöhnlich
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 20/20 | Verifizierte Domain |
| 22.6/25 | Reichweite des Inhabers — 1.381 Follower von deepset-ai |
| 25/25 | Kontohistorie — 78 öffentliche Repos, Kontoalter ca. 7 Jahre |
Verwendete Eingangsdaten
| followers | 1.381 |
| owner_type | Organization |
| is_verified | ja |
| owner_login | deepset-ai |
| public_repos | 78 |
| account_age_days | 2.644 |
Paketpflege
100Außergewöhnlich
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 8 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen |
| 20/20 | Versionshistorie — 47 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | astra-haystack, brave-haystack, chroma-haystack, cognee-haystack, cohere-haystack, aimlapi-haystack, alloydb-haystack, chonkie-haystack |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 5 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
76
Engineering-Praktiken
84Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 119 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — integrations/agent_pack/pyproject.toml ([tool.ruff]), integrations/aimlapi/pyproject.toml ([tool.ruff]), integrations/alloydb/pyproject.toml ([tool.ruff]), integrations/amazon_bedrock/pyproject.toml ([tool.ruff]), integrations/amazon_sagemaker/pyproject.toml ([tool.ruff]), integrations/amazon_textract/pyproject.toml ([tool.ruff]), integrations/anthropic/pyproject.toml ([tool.ruff]), integrations/arangodb/pyproject.toml ([tool.ruff]), integrations/arcadedb/pyproject.toml ([tool.ruff]), integrations/astra/pyproject.toml ([tool.ruff]), integrations/azure_ai_search/pyproject.toml ([tool.ruff]), integrations/azure_doc_intelligence/pyproject.toml ([tool.ruff]), integrations/azure_documentdb/pyproject.toml ([tool.ruff]), integrations/azure_form_recognizer/pyproject.toml ([tool.ruff]), integrations/brave/pyproject.toml ([tool.ruff]), integrations/chonkie/pyproject.toml ([tool.ruff]), integrations/chroma/pyproject.toml ([tool.ruff]), integrations/cognee/pyproject.toml ([tool.ruff]), integrations/cohere/pyproject.toml ([tool.ruff]), integrations/cometapi/pyproject.toml ([tool.ruff]) |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | nein |
Dokumentation
65Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://haystack.deepset.ai |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 5 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | ai, haystack, llm, mlops, nlp |
| has_wiki | nein |
| homepage | https://haystack.deepset.ai |
| docs_site | https://haystack.deepset.ai |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
70
Sicherheitslage
62Mittel
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 |
| 2.5/2.5 | CI-Tests — 16 out of 16 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 18 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — 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 5 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,2 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Außergewöhnlich
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 | 52 |
| 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:astra-haystack@4.4.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 52 Paketen. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.
85
AI-Agentenkontext & Leitlinien
86Exzellent
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.md, CLAUDE.md |
| 15/15 | Maschinenlesbare Doku (llms.txt) — llms.txt wird von der Projektwebsite ausgeliefert (https://haystack.deepset.ai/llms.txt) |
| 26.4/40 | Lesbare Commit-Historie — 47 von 95 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | ja |
| llms_txt_url | https://haystack.deepset.ai/llms.txt |
| legible_history_share | 0,495 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 2.237 |
AI-Verify-Loop (Build / Test / Typprüfung)
81Exzellent
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — integrations/agent_pack/pyproject.toml ([tool.ruff]), integrations/aimlapi/pyproject.toml ([tool.ruff]), integrations/alloydb/pyproject.toml ([tool.ruff]), integrations/amazon_bedrock/pyproject.toml ([tool.ruff]), integrations/amazon_sagemaker/pyproject.toml ([tool.ruff]), integrations/amazon_textract/pyproject.toml ([tool.ruff]), integrations/anthropic/pyproject.toml ([tool.ruff]), integrations/arangodb/pyproject.toml ([tool.ruff]), integrations/arcadedb/pyproject.toml ([tool.ruff]), integrations/astra/pyproject.toml ([tool.ruff]), integrations/azure_ai_search/pyproject.toml ([tool.ruff]), integrations/azure_doc_intelligence/pyproject.toml ([tool.ruff]), integrations/azure_documentdb/pyproject.toml ([tool.ruff]), integrations/azure_form_recognizer/pyproject.toml ([tool.ruff]), integrations/brave/pyproject.toml ([tool.ruff]), integrations/chonkie/pyproject.toml ([tool.ruff]), integrations/chroma/pyproject.toml ([tool.ruff]), integrations/cognee/pyproject.toml ([tool.ruff]), integrations/cohere/pyproject.toml ([tool.ruff]), integrations/cometapi/pyproject.toml ([tool.ruff]) |
| 11/11 | Statische Typprüfung — integrations/agent_pack/src/haystack_integrations/agent_pack/py.typed, integrations/aimlapi/src/haystack_integrations/components/generators/py.typed, integrations/alloydb/src/haystack_integrations/components/retrievers/py.typed, integrations/alloydb/src/haystack_integrations/document_stores/py.typed, integrations/amazon_bedrock/src/haystack_integrations/common/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/downloaders/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/embedders/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/generators/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/rankers/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/retrievers/py.typed, integrations/amazon_bedrock/src/haystack_integrations/token_counters/py.typed, integrations/amazon_sagemaker/src/haystack_integrations/components/generators/py.typed, integrations/amazon_textract/src/haystack_integrations/components/converters/py.typed, integrations/anthropic/src/haystack_integrations/components/generators/py.typed, integrations/anthropic/src/haystack_integrations/token_counters/py.typed, integrations/arangodb/src/haystack_integrations/components/retrievers/py.typed, integrations/arangodb/src/haystack_integrations/document_stores/py.typed, integrations/arcadedb/src/haystack_integrations/components/retrievers/py.typed, integrations/arcadedb/src/haystack_integrations/document_stores/py.typed, integrations/astra/src/haystack_integrations/components/retrievers/py.typed, integrations/astra/src/haystack_integrations/document_stores/py.typed, integrations/azure_ai_search/src/haystack_integrations/components/retrievers/py.typed, integrations/azure_ai_search/src/haystack_integrations/document_stores/py.typed, integrations/azure_doc_intelligence/src/haystack_integrations/components/converters/py.typed, integrations/azure_documentdb/src/haystack_integrations/components/retrievers/py.typed, integrations/azure_documentdb/src/haystack_integrations/document_stores/py.typed, integrations/azure_form_recognizer/src/haystack_integrations/components/converters/py.typed, integrations/brave/src/haystack_integrations/components/websearch/py.typed, integrations/chonkie/src/haystack_integrations/components/preprocessors/py.typed, integrations/chroma/src/haystack_integrations/components/retrievers/py.typed, integrations/chroma/src/haystack_integrations/document_stores/py.typed, integrations/cognee/src/haystack_integrations/components/retrievers/py.typed, integrations/cognee/src/haystack_integrations/components/writers/py.typed, integrations/cognee/src/haystack_integrations/memory_stores/py.typed, integrations/cohere/src/haystack_integrations/components/embedders/py.typed, integrations/cohere/src/haystack_integrations/components/generators/py.typed, integrations/cohere/src/haystack_integrations/components/rankers/py.typed, integrations/cometapi/src/haystack_integrations/components/generators/py.typed, integrations/datadog/src/haystack_integrations/components/connectors/py.typed, integrations/datadog/src/haystack_integrations/tracing/py.typed, integrations/ddgs/src/haystack_integrations/components/websearch/py.typed, integrations/deepeval/src/haystack_integrations/components/evaluators/py.typed, integrations/docling/src/haystack_integrations/components/converters/py.typed, integrations/docling_serve/src/haystack_integrations/components/converters/py.typed, integrations/dspy/src/haystack_integrations/components/generators/py.typed, integrations/e2b/src/haystack_integrations/tools/py.typed, integrations/edenai/src/haystack_integrations/components/embedders/py.typed, integrations/edenai/src/haystack_integrations/components/generators/py.typed, integrations/elasticsearch/src/haystack_integrations/components/retrievers/py.typed, integrations/elasticsearch/src/haystack_integrations/document_stores/py.typed, integrations/faiss/src/haystack_integrations/components/retrievers/py.typed, integrations/faiss/src/haystack_integrations/document_stores/py.typed, integrations/falkordb/src/haystack_integrations/components/retrievers/py.typed, integrations/falkordb/src/haystack_integrations/document_stores/py.typed, integrations/fastembed/src/haystack_integrations/components/embedders/py.typed, integrations/fastembed/src/haystack_integrations/components/rankers/py.typed, integrations/firecrawl/src/haystack_integrations/components/fetchers/py.typed, integrations/firecrawl/src/haystack_integrations/components/websearch/py.typed, integrations/funasr/src/haystack_integrations/components/audio/py.typed, integrations/github/src/haystack_integrations/components/connectors/py.typed, integrations/github/src/haystack_integrations/prompts/py.typed, integrations/github/src/haystack_integrations/tools/py.typed, integrations/google_drive/src/haystack_integrations/common/py.typed, integrations/google_drive/src/haystack_integrations/components/fetchers/py.typed, integrations/google_drive/src/haystack_integrations/components/retrievers/py.typed, integrations/google_genai/src/haystack_integrations/common/py.typed, integrations/google_genai/src/haystack_integrations/components/embedders/py.typed, integrations/google_genai/src/haystack_integrations/components/generators/py.typed, integrations/google_genai/src/haystack_integrations/token_counters/py.typed, integrations/hanlp/src/haystack_integrations/components/preprocessors/py.typed, integrations/hetzner/src/haystack_integrations/components/generators/py.typed, integrations/huggingface_api/src/haystack_integrations/common/py.typed, integrations/huggingface_api/src/haystack_integrations/components/embedders/py.typed, integrations/huggingface_api/src/haystack_integrations/components/generators/py.typed, integrations/huggingface_api/src/haystack_integrations/components/rankers/py.typed, integrations/ibm_db/src/haystack_integrations/components/retrievers/py.typed, integrations/ibm_db/src/haystack_integrations/document_stores/py.typed, integrations/jina/src/haystack_integrations/components/connectors/py.typed, integrations/jina/src/haystack_integrations/components/embedders/py.typed, integrations/jina/src/haystack_integrations/components/rankers/py.typed, integrations/kreuzberg/src/haystack_integrations/components/converters/py.typed, integrations/langdetect/src/haystack_integrations/components/classifiers/py.typed, integrations/langdetect/src/haystack_integrations/components/routers/py.typed, integrations/langfuse/src/haystack_integrations/components/connectors/py.typed, integrations/langfuse/src/haystack_integrations/tracing/py.typed, integrations/lara/src/haystack_integrations/components/translators/py.typed, 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integrations/twelvelabs/src/haystack_integrations/components/embedders/py.typed, integrations/unstructured/src/haystack_integrations/components/converters/py.typed, integrations/valkey/src/haystack_integrations/components/retrievers/py.typed, integrations/valkey/src/haystack_integrations/document_stores/py.typed, integrations/vespa/src/haystack_integrations/components/retrievers/py.typed, integrations/vespa/src/haystack_integrations/document_stores/py.typed, integrations/vllm/src/haystack_integrations/common/py.typed, integrations/vllm/src/haystack_integrations/components/embedders/py.typed, integrations/vllm/src/haystack_integrations/components/generators/py.typed, integrations/vllm/src/haystack_integrations/components/rankers/py.typed, integrations/watsonx/src/haystack_integrations/components/embedders/py.typed, integrations/watsonx/src/haystack_integrations/components/generators/py.typed, integrations/weave/src/haystack_integrations/components/connectors/py.typed, integrations/weave/src/haystack_integrations/tracing/py.typed, integrations/weaviate/src/haystack_integrations/components/retrievers/py.typed, integrations/weaviate/src/haystack_integrations/document_stores/py.typed, integrations/whisper/src/haystack_integrations/components/audio/py.typed, integrations/youcom/src/haystack_integrations/components/websearch/py.typed |
| 10/10 | Reproduzierbare Umgebung — Dockerfile |
| 10/10 | Belegte Agentenpraxis — 14 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 8/8 | Automatisierte Wartung — 5 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates |
| 9/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | ja |
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integrations/amazon_textract/src/haystack_integrations/components/converters/py.typed, integrations/anthropic/src/haystack_integrations/components/generators/py.typed, integrations/anthropic/src/haystack_integrations/token_counters/py.typed, integrations/arangodb/src/haystack_integrations/components/retrievers/py.typed, integrations/arangodb/src/haystack_integrations/document_stores/py.typed, integrations/arcadedb/src/haystack_integrations/components/retrievers/py.typed, integrations/arcadedb/src/haystack_integrations/document_stores/py.typed, integrations/astra/src/haystack_integrations/components/retrievers/py.typed, integrations/astra/src/haystack_integrations/document_stores/py.typed, integrations/azure_ai_search/src/haystack_integrations/components/retrievers/py.typed, integrations/azure_ai_search/src/haystack_integrations/document_stores/py.typed, integrations/azure_doc_intelligence/src/haystack_integrations/components/converters/py.typed, integrations/azure_documentdb/src/haystack_integrations/components/retrievers/py.typed, integrations/azure_documentdb/src/haystack_integrations/document_stores/py.typed, integrations/azure_form_recognizer/src/haystack_integrations/components/converters/py.typed, integrations/brave/src/haystack_integrations/components/websearch/py.typed, integrations/chonkie/src/haystack_integrations/components/preprocessors/py.typed, integrations/chroma/src/haystack_integrations/components/retrievers/py.typed, integrations/chroma/src/haystack_integrations/document_stores/py.typed, integrations/cognee/src/haystack_integrations/components/retrievers/py.typed, integrations/cognee/src/haystack_integrations/components/writers/py.typed, integrations/cognee/src/haystack_integrations/memory_stores/py.typed, integrations/cohere/src/haystack_integrations/components/embedders/py.typed, integrations/cohere/src/haystack_integrations/components/generators/py.typed, 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integrations/twelvelabs/src/haystack_integrations/components/embedders/py.typed, integrations/unstructured/src/haystack_integrations/components/converters/py.typed, integrations/valkey/src/haystack_integrations/components/retrievers/py.typed, integrations/valkey/src/haystack_integrations/document_stores/py.typed, integrations/vespa/src/haystack_integrations/components/retrievers/py.typed, integrations/vespa/src/haystack_integrations/document_stores/py.typed, integrations/vllm/src/haystack_integrations/common/py.typed, integrations/vllm/src/haystack_integrations/components/embedders/py.typed, integrations/vllm/src/haystack_integrations/components/generators/py.typed, integrations/vllm/src/haystack_integrations/components/rankers/py.typed, integrations/watsonx/src/haystack_integrations/components/embedders/py.typed, integrations/watsonx/src/haystack_integrations/components/generators/py.typed, integrations/weave/src/haystack_integrations/components/connectors/py.typed, integrations/weave/src/haystack_integrations/tracing/py.typed, integrations/weaviate/src/haystack_integrations/components/retrievers/py.typed, integrations/weaviate/src/haystack_integrations/document_stores/py.typed, integrations/whisper/src/haystack_integrations/components/audio/py.typed, integrations/youcom/src/haystack_integrations/components/websearch/py.typed |
| agent_commit_share | 0,14 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,05 |
AI-Code-Lesbarkeit für Modelle
81Exzellent
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (integrations/agent_pack/src/haystack_integrations/agent_pack/py.typed, integrations/aimlapi/src/haystack_integrations/components/generators/py.typed, integrations/alloydb/src/haystack_integrations/components/retrievers/py.typed, integrations/alloydb/src/haystack_integrations/document_stores/py.typed, integrations/amazon_bedrock/src/haystack_integrations/common/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/downloaders/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/embedders/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/generators/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/rankers/py.typed, integrations/amazon_bedrock/src/haystack_integrations/components/retrievers/py.typed, integrations/amazon_bedrock/src/haystack_integrations/token_counters/py.typed, integrations/amazon_sagemaker/src/haystack_integrations/components/generators/py.typed, integrations/amazon_textract/src/haystack_integrations/components/converters/py.typed, integrations/anthropic/src/haystack_integrations/components/generators/py.typed, integrations/anthropic/src/haystack_integrations/token_counters/py.typed, integrations/arangodb/src/haystack_integrations/components/retrievers/py.typed, integrations/arangodb/src/haystack_integrations/document_stores/py.typed, integrations/arcadedb/src/haystack_integrations/components/retrievers/py.typed, integrations/arcadedb/src/haystack_integrations/document_stores/py.typed, integrations/astra/src/haystack_integrations/components/retrievers/py.typed, integrations/astra/src/haystack_integrations/document_stores/py.typed, integrations/azure_ai_search/src/haystack_integrations/components/retrievers/py.typed, integrations/azure_ai_search/src/haystack_integrations/document_stores/py.typed, integrations/azure_doc_intelligence/src/haystack_integrations/components/converters/py.typed, integrations/azure_documentdb/src/haystack_integrations/components/retrievers/py.typed, integrations/azure_documentdb/src/haystack_integrations/document_stores/py.typed, integrations/azure_form_recognizer/src/haystack_integrations/components/converters/py.typed, integrations/brave/src/haystack_integrations/components/websearch/py.typed, integrations/chonkie/src/haystack_integrations/components/preprocessors/py.typed, integrations/chroma/src/haystack_integrations/components/retrievers/py.typed, integrations/chroma/src/haystack_integrations/document_stores/py.typed, integrations/cognee/src/haystack_integrations/components/retrievers/py.typed, integrations/cognee/src/haystack_integrations/components/writers/py.typed, integrations/cognee/src/haystack_integrations/memory_stores/py.typed, integrations/cohere/src/haystack_integrations/components/embedders/py.typed, integrations/cohere/src/haystack_integrations/components/generators/py.typed, integrations/cohere/src/haystack_integrations/components/rankers/py.typed, integrations/cometapi/src/haystack_integrations/components/generators/py.typed, integrations/datadog/src/haystack_integrations/components/connectors/py.typed, integrations/datadog/src/haystack_integrations/tracing/py.typed, integrations/ddgs/src/haystack_integrations/components/websearch/py.typed, integrations/deepeval/src/haystack_integrations/components/evaluators/py.typed, integrations/docling/src/haystack_integrations/components/converters/py.typed, integrations/docling_serve/src/haystack_integrations/components/converters/py.typed, integrations/dspy/src/haystack_integrations/components/generators/py.typed, integrations/e2b/src/haystack_integrations/tools/py.typed, integrations/edenai/src/haystack_integrations/components/embedders/py.typed, integrations/edenai/src/haystack_integrations/components/generators/py.typed, integrations/elasticsearch/src/haystack_integrations/components/retrievers/py.typed, integrations/elasticsearch/src/haystack_integrations/document_stores/py.typed, integrations/faiss/src/haystack_integrations/components/retrievers/py.typed, integrations/faiss/src/haystack_integrations/document_stores/py.typed, integrations/falkordb/src/haystack_integrations/components/retrievers/py.typed, integrations/falkordb/src/haystack_integrations/document_stores/py.typed, integrations/fastembed/src/haystack_integrations/components/embedders/py.typed, integrations/fastembed/src/haystack_integrations/components/rankers/py.typed, integrations/firecrawl/src/haystack_integrations/components/fetchers/py.typed, integrations/firecrawl/src/haystack_integrations/components/websearch/py.typed, integrations/funasr/src/haystack_integrations/components/audio/py.typed, integrations/github/src/haystack_integrations/components/connectors/py.typed, integrations/github/src/haystack_integrations/prompts/py.typed, integrations/github/src/haystack_integrations/tools/py.typed, integrations/google_drive/src/haystack_integrations/common/py.typed, integrations/google_drive/src/haystack_integrations/components/fetchers/py.typed, integrations/google_drive/src/haystack_integrations/components/retrievers/py.typed, integrations/google_genai/src/haystack_integrations/common/py.typed, integrations/google_genai/src/haystack_integrations/components/embedders/py.typed, integrations/google_genai/src/haystack_integrations/components/generators/py.typed, integrations/google_genai/src/haystack_integrations/token_counters/py.typed, integrations/hanlp/src/haystack_integrations/components/preprocessors/py.typed, integrations/hetzner/src/haystack_integrations/components/generators/py.typed, integrations/huggingface_api/src/haystack_integrations/common/py.typed, integrations/huggingface_api/src/haystack_integrations/components/embedders/py.typed, integrations/huggingface_api/src/haystack_integrations/components/generators/py.typed, integrations/huggingface_api/src/haystack_integrations/components/rankers/py.typed, integrations/ibm_db/src/haystack_integrations/components/retrievers/py.typed, integrations/ibm_db/src/haystack_integrations/document_stores/py.typed, integrations/jina/src/haystack_integrations/components/connectors/py.typed, integrations/jina/src/haystack_integrations/components/embedders/py.typed, integrations/jina/src/haystack_integrations/components/rankers/py.typed, integrations/kreuzberg/src/haystack_integrations/components/converters/py.typed, integrations/langdetect/src/haystack_integrations/components/classifiers/py.typed, integrations/langdetect/src/haystack_integrations/components/routers/py.typed, integrations/langfuse/src/haystack_integrations/components/connectors/py.typed, integrations/langfuse/src/haystack_integrations/tracing/py.typed, integrations/lara/src/haystack_integrations/components/translators/py.typed, integrations/libreoffice/src/haystack_integrations/components/converters/py.typed, integrations/linkup/src/haystack_integrations/components/websearch/py.typed, integrations/litellm/src/haystack_integrations/components/generators/py.typed, integrations/llama_cpp/src/haystack_integrations/components/generators/py.typed, integrations/llama_stack/src/haystack_integrations/components/generators/py.typed, integrations/mariadb/src/haystack_integrations/components/retrievers/py.typed, integrations/mariadb/src/haystack_integrations/document_stores/py.typed, integrations/markitdown/src/haystack_integrations/components/converters/py.typed, integrations/mcp/src/haystack_integrations/tools/py.typed, integrations/mem0/src/haystack_integrations/components/retrievers/py.typed, integrations/mem0/src/haystack_integrations/components/writers/py.typed, integrations/mem0/src/haystack_integrations/memory_stores/py.typed, integrations/mem0/src/haystack_integrations/tools/py.typed, integrations/microsoft_sharepoint/src/haystack_integrations/common/py.typed, integrations/microsoft_sharepoint/src/haystack_integrations/components/fetchers/py.typed, integrations/microsoft_sharepoint/src/haystack_integrations/components/retrievers/py.typed, integrations/mirage/src/haystack_integrations/tools/py.typed, integrations/mistral/src/haystack_integrations/components/converters/py.typed, integrations/mistral/src/haystack_integrations/components/embedders/py.typed, integrations/mistral/src/haystack_integrations/components/generators/py.typed, integrations/mongodb_atlas/src/haystack_integrations/components/retrievers/py.typed, integrations/mongodb_atlas/src/haystack_integrations/document_stores/py.typed, integrations/nvidia/src/haystack_integrations/components/embedders/py.typed, integrations/nvidia/src/haystack_integrations/components/generators/py.typed, integrations/nvidia/src/haystack_integrations/components/rankers/py.typed, integrations/nvidia/src/haystack_integrations/utils/py.typed, integrations/oauth/src/haystack_integrations/components/connectors/py.typed, integrations/oauth/src/haystack_integrations/utils/py.typed, integrations/ollama/src/haystack_integrations/components/embedders/py.typed, integrations/ollama/src/haystack_integrations/components/generators/py.typed, integrations/openapi/src/haystack_integrations/components/connectors/py.typed, integrations/openapi/src/haystack_integrations/components/converters/py.typed, integrations/opendataloader_pdf/src/haystack_integrations/components/converters/py.typed, integrations/openrouter/src/haystack_integrations/components/generators/py.typed, integrations/opensearch/src/haystack_integrations/components/retrievers/py.typed, integrations/opensearch/src/haystack_integrations/document_stores/py.typed, integrations/opentelemetry/src/haystack_integrations/components/connectors/py.typed, integrations/opentelemetry/src/haystack_integrations/tracing/py.typed, integrations/optimum/src/haystack_integrations/components/embedders/py.typed, integrations/oracle/src/haystack_integrations/components/retrievers/py.typed, integrations/oracle/src/haystack_integrations/document_stores/py.typed, integrations/orcarouter/src/haystack_integrations/components/generators/py.typed, integrations/paddleocr/src/haystack_integrations/components/converters/py.typed, integrations/parallel/src/haystack_integrations/components/generators/py.typed, integrations/parallel/src/haystack_integrations/components/websearch/py.typed, integrations/perplexity/src/haystack_integrations/components/embedders/py.typed, integrations/perplexity/src/haystack_integrations/components/generators/py.typed, integrations/perplexity/src/haystack_integrations/components/websearch/py.typed, integrations/pgvector/src/haystack_integrations/components/retrievers/py.typed, integrations/pgvector/src/haystack_integrations/document_stores/py.typed, integrations/pinecone/src/haystack_integrations/components/retrievers/py.typed, integrations/pinecone/src/haystack_integrations/document_stores/py.typed, integrations/presidio/src/haystack_integrations/common/py.typed, integrations/presidio/src/haystack_integrations/components/extractors/py.typed, integrations/presidio/src/haystack_integrations/components/preprocessors/py.typed, integrations/pyversity/src/haystack_integrations/components/rankers/py.typed, integrations/qdrant/src/haystack_integrations/components/retrievers/py.typed, integrations/qdrant/src/haystack_integrations/document_stores/py.typed, integrations/ragas/src/haystack_integrations/components/evaluators/py.typed, integrations/rhesis/src/haystack_integrations/components/connectors/py.typed, integrations/rhesis/src/haystack_integrations/tracing/py.typed, integrations/searchapi/src/haystack_integrations/components/websearch/py.typed, integrations/sentence_transformers/src/haystack_integrations/components/embedders/py.typed, integrations/sentence_transformers/src/haystack_integrations/components/rankers/py.typed, integrations/serperdev/src/haystack_integrations/components/websearch/py.typed, integrations/snowflake/src/haystack_integrations/components/retrievers/py.typed, integrations/solr/src/haystack_integrations/components/retrievers/py.typed, integrations/solr/src/haystack_integrations/document_stores/py.typed, integrations/spacy/src/haystack_integrations/components/extractors/py.typed, integrations/sqlalchemy/src/haystack_integrations/components/retrievers/py.typed, integrations/stackit/src/haystack_integrations/components/embedders/py.typed, integrations/stackit/src/haystack_integrations/components/generators/py.typed, integrations/supabase/src/haystack_integrations/components/downloaders/py.typed, integrations/supabase/src/haystack_integrations/components/retrievers/py.typed, integrations/supabase/src/haystack_integrations/document_stores/py.typed, integrations/tavily/src/haystack_integrations/components/fetchers/py.typed, integrations/tavily/src/haystack_integrations/components/websearch/py.typed, integrations/tavily/src/haystack_integrations/tools/py.typed, integrations/tika/src/haystack_integrations/components/converters/py.typed, integrations/togetherai/src/haystack_integrations/components/generators/py.typed, integrations/transformers/src/haystack_integrations/common/py.typed, integrations/transformers/src/haystack_integrations/components/classifiers/py.typed, integrations/transformers/src/haystack_integrations/components/extractors/py.typed, integrations/transformers/src/haystack_integrations/components/generators/py.typed, integrations/transformers/src/haystack_integrations/components/readers/py.typed, integrations/transformers/src/haystack_integrations/components/routers/py.typed, integrations/twelvelabs/src/haystack_integrations/components/converters/py.typed, integrations/twelvelabs/src/haystack_integrations/components/embedders/py.typed, integrations/unstructured/src/haystack_integrations/components/converters/py.typed, integrations/valkey/src/haystack_integrations/components/retrievers/py.typed, integrations/valkey/src/haystack_integrations/document_stores/py.typed, integrations/vespa/src/haystack_integrations/components/retrievers/py.typed, integrations/vespa/src/haystack_integrations/document_stores/py.typed, integrations/vllm/src/haystack_integrations/common/py.typed, integrations/vllm/src/haystack_integrations/components/embedders/py.typed, integrations/vllm/src/haystack_integrations/components/generators/py.typed, integrations/vllm/src/haystack_integrations/components/rankers/py.typed, integrations/watsonx/src/haystack_integrations/components/embedders/py.typed, integrations/watsonx/src/haystack_integrations/components/generators/py.typed, integrations/weave/src/haystack_integrations/components/connectors/py.typed, integrations/weave/src/haystack_integrations/tracing/py.typed, integrations/weaviate/src/haystack_integrations/components/retrievers/py.typed, integrations/weaviate/src/haystack_integrations/document_stores/py.typed, integrations/whisper/src/haystack_integrations/components/audio/py.typed, integrations/youcom/src/haystack_integrations/components/websearch/py.typed) |
| 54.2/55 | Handhabbare Dateigrößen — 19/1.253 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 111.063 |
| source_files_sampled | 1.253 |
| oversized_source_files | 19 |
Maschinenlesbare AI-Schnittstellen
100Außergewöhnlich
Wie die Bewertung erfolgt
| 40/40 | API-Schema (OpenAPI/GraphQL/proto) — .github/workflows/openapi.yml |
| 20/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — example, examples, samples |
Verwendete Eingangsdaten
| example_dirs | example, examples, samples |
| has_mcp_signal | ja |
| api_schema_files | .github/workflows/openapi.yml |
| interfaces_expected_of | network-service |
Eckdaten
202GitHub-Sterne
98Mitwirkende
1.656Commits, letzte 12 Monate
0Tage seit letztem Push
0Releases
3Bus-Faktor
66offene Issues
—Paket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- First-time contributor figures cover 12 of 17 authors (cap 12)
- pypi download statistics for 'chonkie-haystack' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 325 ⇿
0Sterne
325Forks
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Jeder Punkt umfasst 4 Tage.
OpenSSF Scorecard 6.2 / 10
6.2Gesamtwert
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 |
| 10 | CI-Tests | 16 out of 16 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 16/30 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 18 contributing companies or organizations |
| 0 | Dangerous-Workflow | 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 5 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 48
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | haystack-ai | >=3.1.0 | integrations/agent_pack/pyproject.toml |
| PyPI | haystack-ai | >=2.22.0 | integrations/aimlapi/pyproject.toml |
| PyPI | haystack-ai | >=2.28.0 | integrations/alloydb/pyproject.toml |
| PyPI | pgvector | >=0.3.0 | integrations/alloydb/pyproject.toml |
| PyPI | psycopg | — | integrations/alloydb/pyproject.toml |
| PyPI | google-cloud-alloydb-connector | >=1.0.0 | integrations/alloydb/pyproject.toml |
| PyPI | haystack-ai | >=3.0.0 | integrations/amazon_bedrock/pyproject.toml |
| PyPI | boto3 | >=1.42.84,<2 | integrations/amazon_bedrock/pyproject.toml |
| PyPI | aiobotocore | >=3.4.0,<4 | integrations/amazon_bedrock/pyproject.toml |
| PyPI | haystack-ai | >=2.22.0 | integrations/amazon_sagemaker/pyproject.toml |
| PyPI | boto3 | >=1.28.57 | integrations/amazon_sagemaker/pyproject.toml |
| PyPI | haystack-ai | >=2.24.1 | integrations/amazon_textract/pyproject.toml |
| PyPI | boto3 | >=1.42.84,<2 | integrations/amazon_textract/pyproject.toml |
| PyPI | haystack-ai | >=3.0.0 | integrations/anthropic/pyproject.toml |
| PyPI | anthropic | >=0.74.0 | integrations/anthropic/pyproject.toml |
| PyPI | haystack-ai | — | integrations/arangodb/pyproject.toml |
| PyPI | python-arango | >=8.0.0 | integrations/arangodb/pyproject.toml |
| PyPI | haystack-ai | >=2.26.1 | integrations/arcadedb/pyproject.toml |
| PyPI | requests | >=2.28.0 | integrations/arcadedb/pyproject.toml |
| PyPI | astrapy | >=1.5.2,<2.0 | integrations/astra/pyproject.toml |
| PyPI | haystack-ai | >=2.26.1 | integrations/astra/pyproject.toml |
| PyPI | pydantic | — | integrations/astra/pyproject.toml |
| PyPI | typing_extensions | — | integrations/astra/pyproject.toml |
| PyPI | haystack-ai | >=2.26.1 | integrations/azure_ai_search/pyproject.toml |
| PyPI | azure-search-documents | >=12.0.0 | integrations/azure_ai_search/pyproject.toml |
| PyPI | azure-identity | — | integrations/azure_ai_search/pyproject.toml |
| PyPI | haystack-ai | >=2.22.0 | integrations/azure_doc_intelligence/pyproject.toml |
| PyPI | azure-ai-documentintelligence | >=1.0.0 | integrations/azure_doc_intelligence/pyproject.toml |
| PyPI | azure-identity | >=1.15.0 | integrations/azure_documentdb/pyproject.toml |
| PyPI | haystack-ai | >=2.28.0 | integrations/azure_documentdb/pyproject.toml |
| PyPI | pymongo | >=4.13.0 | integrations/azure_documentdb/pyproject.toml |
| PyPI | haystack-ai | >=3.0.0 | integrations/azure_form_recognizer/pyproject.toml |
| PyPI | azure-ai-formrecognizer | >=3.3.0 | integrations/azure_form_recognizer/pyproject.toml |
| PyPI | pandas | >=2.3.3 | integrations/azure_form_recognizer/pyproject.toml |
| PyPI | haystack-ai | >=2.24.1 | integrations/brave/pyproject.toml |
| PyPI | httpx | >=0.27.0 | integrations/brave/pyproject.toml |
| PyPI | haystack-ai | — | integrations/chonkie/pyproject.toml |
| PyPI | chonkie | >=1.6.4 | integrations/chonkie/pyproject.toml |
| PyPI | haystack-ai | >=2.28.0 | integrations/chroma/pyproject.toml |
| PyPI | chromadb | >=1.5.4 | integrations/chroma/pyproject.toml |
| PyPI | haystack-ai | >=2.24.0 | integrations/cognee/pyproject.toml |
| PyPI | cognee | >=1.0.9 | integrations/cognee/pyproject.toml |
| PyPI | litellm | <1.83.8 | integrations/cognee/pyproject.toml |
| PyPI | litellm | <1.97.0 | integrations/cognee/pyproject.toml |
| PyPI | haystack-ai | >=3.0.0 | integrations/cohere/pyproject.toml |
| PyPI | cohere | >=5.17.0 | integrations/cohere/pyproject.toml |
| PyPI | pydantic | >=2.12.0 | integrations/cohere/pyproject.toml |
| PyPI | haystack-ai | >=2.23.0 | integrations/cometapi/pyproject.toml |
Alle Abhängigkeiten 113
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 23 direkte und 90 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | aiobotocore | — | direkt |
| PyPI | anthropic | — | direkt |
| PyPI | astrapy | — | direkt |
| PyPI | azure-ai-documentintelligence | — | direkt |
| PyPI | azure-ai-formrecognizer | — | direkt |
| PyPI | azure-identity | — | direkt |
| PyPI | azure-search-documents | — | direkt |
| PyPI | boto3 | — | direkt |
| PyPI | chonkie | — | direkt |
| PyPI | chromadb | — | direkt |
| PyPI | cognee | — | direkt |
| PyPI | cohere | — | direkt |
| PyPI | google-cloud-alloydb-connector | — | direkt |
| PyPI | haystack-ai | — | direkt |
| PyPI | httpx | — | direkt |
| PyPI | litellm | — | direkt |
| PyPI | pandas | — | direkt |
| PyPI | pgvector | — | direkt |
| PyPI | pydantic | — | direkt |
| PyPI | pymongo | — | direkt |
| PyPI | python-arango | — | direkt |
| PyPI | requests | — | direkt |
| PyPI | typing-extensions | — | direkt |
| PyPI | adbc-driver-snowflake | — | indirekt |
| PyPI | aiohttp | — | indirekt |
| PyPI | click | — | indirekt |
| PyPI | datasets | — | indirekt |
| PyPI | ddgs | — | indirekt |
| PyPI | ddtrace | — | indirekt |
| PyPI | deepeval | — | indirekt |
| PyPI | docling | — | indirekt |
| PyPI | dspy | — | indirekt |
| PyPI | e2b | — | indirekt |
| PyPI | elasticsearch | — | indirekt |
| PyPI | faiss-cpu | — | indirekt |
| PyPI | falkordb | — | indirekt |
| PyPI | fastembed | — | indirekt |
| PyPI | firecrawl-py | — | indirekt |
| PyPI | funasr | — | indirekt |
| PyPI | google-cloud-aiplatform | — | indirekt |
| PyPI | google-genai | — | indirekt |
| PyPI | google-generativeai | — | indirekt |
| PyPI | hanlp | — | indirekt |
| PyPI | httpr | — | indirekt |
| PyPI | huggingface-hub | — | indirekt |
| PyPI | ibm-db | — | indirekt |
| PyPI | ibm-watsonx-ai | — | indirekt |
| PyPI | jsonref | — | indirekt |
| PyPI | kreuzberg | — | indirekt |
| PyPI | langchain-community | — | indirekt |
| PyPI | langdetect | — | indirekt |
| PyPI | langfuse | — | indirekt |
| PyPI | langfuse-haystack | — | indirekt |
| PyPI | linkup-sdk | — | indirekt |
| PyPI | llama-cpp-python | — | indirekt |
| PyPI | llama-stack | — | indirekt |
| PyPI | lxml | — | indirekt |
| PyPI | mariadb | — | indirekt |
| PyPI | markitdown | — | indirekt |
| PyPI | mcp | — | indirekt |
| PyPI | mem0ai | — | indirekt |
| PyPI | mirage-ai | 0.0.3 | indirekt |
| PyPI | mistralai | — | indirekt |
| PyPI | more-itertools | — | indirekt |
| PyPI | mypy | — | indirekt |
| PyPI | numba | — | indirekt |
| PyPI | ollama | — | indirekt |
| PyPI | openai | — | indirekt |
| PyPI | openai | 1.6.1 | indirekt |
| PyPI | openapi-llm | — | indirekt |
| PyPI | openapi3 | — | indirekt |
| PyPI | opendataloader-pdf | — | indirekt |
| PyPI | opensearch-py | — | indirekt |
| PyPI | opentelemetry-sdk | — | indirekt |
| PyPI | optimum | — | indirekt |
| PyPI | oracledb | — | indirekt |
| PyPI | paddleocr | — | indirekt |
| PyPI | pgvector-haystack | — | indirekt |
| PyPI | pillow | — | indirekt |
| PyPI | pinecone | — | indirekt |
| PyPI | polars | — | indirekt |
| PyPI | presidio-analyzer | — | indirekt |
| PyPI | presidio-anonymizer | — | indirekt |
| PyPI | pypdfium2 | — | indirekt |
| PyPI | pytest | — | indirekt |
| PyPI | pytest-asyncio | — | indirekt |
| PyPI | python-dateutil | — | indirekt |
| PyPI | pyversity | — | indirekt |
| PyPI | pyvespa | — | indirekt |
| PyPI | qdrant-client | — | indirekt |
| PyPI | ragas | — | indirekt |
| PyPI | rhesis | — | indirekt |
| PyPI | rhesis-haystack | — | indirekt |
| PyPI | ruff | — | indirekt |
| PyPI | sentence-transformers | — | indirekt |
| PyPI | sentence-transformers | 2.2.2 | indirekt |
| PyPI | snowflake-connector-python | — | indirekt |
| PyPI | spacy | — | indirekt |
| PyPI | sqlalchemy | — | indirekt |
| PyPI | supabase | — | indirekt |
| PyPI | tavily-python | — | indirekt |
| PyPI | tenacity | — | indirekt |
| PyPI | tika | — | indirekt |
| PyPI | tokenizers | — | indirekt |
| PyPI | tqdm | — | indirekt |
| PyPI | transformers | — | indirekt |
| PyPI | twelvelabs | — | indirekt |
| PyPI | unstructured | — | indirekt |
| PyPI | unstructured-client | — | indirekt |
| PyPI | valkey-glide | — | indirekt |
| PyPI | valkey-glide-sync | — | indirekt |
| PyPI | weave | — | indirekt |
| PyPI | weaviate-client | — | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:astra-haystack@4.4.0 zieht 52 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.
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