Öffentliches Register
Software-GesundheitsberichtSchema 0.12.0 · Metriken 1.13.0 · 2026-07-18 14:07 UTC

run-llama / llama_index

LlamaIndex is the leading document agent and OCR platform

Python · Jupyter NotebookMIT★ 50.927 Sterne⑂ 7.772 Forksseit Nov. 2022Auf GitHub ansehen ↗

run-llama/llama_index erreicht einen Gesundheitsindex von 94 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Security (100/100) ab, am schwächsten bei Sustainability & Governance (84/100). Zuletzt vor 2 Tagen aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.

94
gesamt / 100
Exzellent

Software-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.

94
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)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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

LlamaIndexOrganisation
4.070 Follower139 öffentliche Reposseit Apr. 2023

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIllama-index-core0.14.2315.754.137256vor 23 Tagenllmnlpragdatadevtoolsindexretrieval
PyPIllama-index-instrumentation0.5.0-9vor 127 Tagen
PyPIllama-index0.14.237.189.570503vor 23 Tagenllmnlpragdatadevtoolsindexretrieval

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

99Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 2 Tagen
35.3/36Commit-Rhythmus — 51/52 Wochen mit Commits
18/18Commit-Volumen — 1.018 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year1.018
human_commit_share
days_since_last_push2
active_weeks_last_year51

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 23 Tagen
27/27Release-Rhythmus — ein Release etwa alle 17,1 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagv0.14.23
releases_from_tagsnein
days_since_latest_release23
mean_days_between_releases17,1

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

97Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
60/60Stars — 50.927 Stars
25/25Forks — 7.772 Forks
13.6/15Watcher — 281 Watcher
Verwendete Eingangsdaten
forks7.772
stars50.927
watchers281
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
80/80Downloads pro Monat — 22.943.707 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesllama-index-core, llama-index-instrumentation, llama-index
dependents
ecosystemspypi
total_downloads
monthly_downloads22.943.707
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?

84Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
36/54Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab
16.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 26 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor3
contributors_sampled100
top_contributor_share0,259
Wie die Bewertung erfolgt
45.4/46.8Issue-Lösungsquote — 97 % der Issues geschlossen
32.4/38.3PR-Annahme — 7.904/9.325 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs7.904
open_issues204
closed_issues7.005
issue_closed_ratio0,972
closed_unmerged_prs1.421
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 4.070 Follower von run-llama
19.5/25Kontohistorie — 139 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers4.070
owner_typeOrganization
is_verified
owner_loginrun-llama
public_repos139
account_age_days1.191

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 3 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 23 Tagen
20/20Versionshistorie — 503 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesllama-index-core, llama-index-instrumentation, llama-index
ecosystemspypi
any_deprecatednein
min_days_since_publish23

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

91Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 14 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — ruff.toml
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://developers.llamaindex.ai
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsagents, application, data, fine-tuning, framework, llamaindex, llm, rag, vector-database, multi-agents
has_wikinein
homepagehttps://developers.llamaindex.ai
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

100Exzellent · 16 % des Gesamtindex

Sicherheitslage

100Exzellent
Wie die Bewertung erfolgt
30/30Sicherheitsrichtlinie (SECURITY.md)
25/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet
20/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfilespoetry.lock, uv.lock
manifestsllama-dev/pyproject.toml, llama-index-core/pyproject.toml, llama-index-instrumentation/pyproject.toml, pyproject.toml
has_codeql_workflowja
has_security_policyja
has_dependabot_configja
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.

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.

90Exzellent · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — docs/src/content/docs/framework/understanding/putting_it_all_together/agents.md, docs/src/content/docs/framework/use_cases/agents.md
15/15Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtja
legible_history_share
agent_instruction_filesdocs/src/content/docs/framework/understanding/putting_it_all_together/agents.md, docs/src/content/docs/framework/use_cases/agents.md
agent_instruction_max_bytes3.773
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile, llama-index-core/Makefile, llama-index-integrations/agent/llama-index-agent-azure/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-agentops/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-aim/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-argilla/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-arize-phoenix/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-honeyhive/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-langfuse/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-literalai/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-openinference/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-opik/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-promptlayer/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-uptrain/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-wandb/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-adapter/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-alephalpha/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-alibabacloud-aisearch/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-anyscale/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-autoembeddings/MAKEFILE, llama-index-integrations/embeddings/llama-index-embeddings-azure-inference/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-azure-openai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-baseten/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-bedrock/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-clarifai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-clip/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-cloudflare-workersai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-cohere/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-dashscope/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-databricks/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-elasticsearch/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-fastembed/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-fireworks/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-gaudi/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-gigachat/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-google-genai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-heroku/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-api/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-openvino/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-optimum-intel/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-optimum/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-ibm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-instructor/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-ipex-llm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-isaacus/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-jinaai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-langchain/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-litellm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-llamafile/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-llm-rails/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-mistralai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-modelscope/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-nebius/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-netmind/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-nomic/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-nvidia/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-oci-genai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-ollama/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-opea/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-openai-like/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-openai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-openvino-genai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-oracleai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-premai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-sagemaker-endpoint/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-siliconflow/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-text-embeddings-inference/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-textembed/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-together/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-upstage/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-vertex-endpoint/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-vertex/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-vllm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-voyageai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-xinference/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-yandexgpt/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-zhipuai/Makefile, llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/Makefile, llama-index-integrations/extractors/llama-index-extractors-entity/Makefile, llama-index-integrations/extractors/llama-index-extractors-marvin/Makefile, llama-index-integrations/extractors/llama-index-extractors-relik/Makefile, llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/Makefile, llama-index-integrations/indices/llama-index-indices-managed-bge-m3/Makefile, llama-index-integrations/indices/llama-index-indices-managed-colbert/Makefile, llama-index-integrations/indices/llama-index-indices-managed-dashscope/Makefile, llama-index-integrations/indices/llama-index-indices-managed-google/Makefile, llama-index-integrations/indices/llama-index-indices-managed-lancedb/Makefile, llama-index-integrations/indices/llama-index-indices-managed-llama-cloud/Makefile, llama-index-integrations/indices/llama-index-indices-managed-postgresml/Makefile, llama-index-integrations/indices/llama-index-indices-managed-vectara/Makefile, llama-index-integrations/indices/llama-index-indices-managed-vertexai/Makefile, llama-index-integrations/ingestion/llama-index-ingestion-ray/Makefile, llama-index-integrations/llms/llama-index-llms-ai21/Makefile, llama-index-integrations/llms/llama-index-llms-aibadgr/Makefile, llama-index-integrations/llms/llama-index-llms-alephalpha/Makefile, llama-index-integrations/llms/llama-index-llms-alibabacloud-aisearch/Makefile, llama-index-integrations/llms/llama-index-llms-anthropic/Makefile, llama-index-integrations/llms/llama-index-llms-anyscale/Makefile, llama-index-integrations/llms/llama-index-llms-apertis/Makefile, llama-index-integrations/llms/llama-index-llms-asi/Makefile, llama-index-integrations/llms/llama-index-llms-azure-inference/Makefile, llama-index-integrations/llms/llama-index-llms-azure-openai/Makefile, llama-index-integrations/llms/llama-index-llms-baseten/Makefile, llama-index-integrations/llms/llama-index-llms-bedrock-converse/Makefile, llama-index-integrations/llms/llama-index-llms-bedrock/Makefile, llama-index-integrations/llms/llama-index-llms-cerebras/Makefile, llama-index-integrations/llms/llama-index-llms-clarifai/Makefile, llama-index-integrations/llms/llama-index-llms-cleanlab/Makefile, llama-index-integrations/llms/llama-index-llms-cloudflare-ai-gateway/Makefile, llama-index-integrations/llms/llama-index-llms-cohere/Makefile, llama-index-integrations/llms/llama-index-llms-cometapi/Makefile, llama-index-integrations/llms/llama-index-llms-cortex/Makefile, llama-index-integrations/llms/llama-index-llms-dashscope/Makefile, llama-index-integrations/llms/llama-index-llms-databricks/Makefile, llama-index-integrations/llms/llama-index-llms-deepinfra/Makefile, llama-index-integrations/llms/llama-index-llms-deepseek/Makefile, llama-index-integrations/llms/llama-index-llms-everlyai/Makefile, llama-index-integrations/llms/llama-index-llms-featherlessai/Makefile, llama-index-integrations/llms/llama-index-llms-fireworks/Makefile, llama-index-integrations/llms/llama-index-llms-friendli/Makefile, llama-index-integrations/llms/llama-index-llms-gaudi/Makefile, llama-index-integrations/llms/llama-index-llms-gigachat/Makefile, llama-index-integrations/llms/llama-index-llms-google-genai/Makefile, llama-index-integrations/llms/llama-index-llms-groq/Makefile, llama-index-integrations/llms/llama-index-llms-helicone/Makefile, llama-index-integrations/llms/llama-index-llms-heroku/Makefile, llama-index-integrations/llms/llama-index-llms-huggingface-api/Makefile, llama-index-integrations/llms/llama-index-llms-huggingface/Makefile, llama-index-integrations/llms/llama-index-llms-ibm/Makefile, llama-index-integrations/llms/llama-index-llms-ipex-llm/Makefile, llama-index-integrations/llms/llama-index-llms-keywordsai/Makefile, llama-index-integrations/llms/llama-index-llms-konko/Makefile, llama-index-integrations/llms/llama-index-llms-langchain/Makefile, llama-index-integrations/llms/llama-index-llms-litellm/Makefile, llama-index-integrations/llms/llama-index-llms-llama-api/Makefile, llama-index-integrations/llms/llama-index-llms-llama-cpp/Makefile, llama-index-integrations/llms/llama-index-llms-llamafile/Makefile, llama-index-integrations/llms/llama-index-llms-lmstudio/Makefile, llama-index-integrations/llms/llama-index-llms-localai/Makefile, llama-index-integrations/llms/llama-index-llms-maritalk/Makefile, llama-index-integrations/llms/llama-index-llms-meta/Makefile, llama-index-integrations/llms/llama-index-llms-minimax/Makefile, llama-index-integrations/llms/llama-index-llms-mistral-rs/Makefile, llama-index-integrations/llms/llama-index-llms-mistralai/Makefile, llama-index-integrations/llms/llama-index-llms-mlx/Makefile, llama-index-integrations/llms/llama-index-llms-modelscope/Makefile, llama-index-integrations/llms/llama-index-llms-monsterapi/Makefile, llama-index-integrations/llms/llama-index-llms-mymagic/Makefile, llama-index-integrations/llms/llama-index-llms-nebius/Makefile, llama-index-integrations/llms/llama-index-llms-netmind/Makefile, llama-index-integrations/llms/llama-index-llms-neutrino/Makefile, llama-index-integrations/llms/llama-index-llms-novita/Makefile, llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/Makefile, llama-index-integrations/llms/llama-index-llms-nvidia-triton/Makefile, llama-index-integrations/llms/llama-index-llms-nvidia/Makefile, llama-index-integrations/llms/llama-index-llms-oci-data-science/Makefile, llama-index-integrations/llms/llama-index-llms-oci-genai/Makefile, llama-index-integrations/llms/llama-index-llms-octoai/Makefile, llama-index-integrations/llms/llama-index-llms-ollama/Makefile, llama-index-integrations/llms/llama-index-llms-opea/Makefile, 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llama-index-integrations/sparse_embeddings/llama-index-sparse-embeddings-fastembed/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azure/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosmongovcore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosnosql/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-dynamodb/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-gel/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-mongo/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-opensearch/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-postgres/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-redis/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-sqlite/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-tablestore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-upstash/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-yugabytedb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azure/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-couchbase/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-duckdb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-elasticsearch/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-firestore/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-gel/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-mongodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-tablestore/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-azure/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-azurecosmosnosql/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-couchbase/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-duckdb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-dynamodb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-elasticsearch/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-gel/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-mongodb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-postgres/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-redis/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-tablestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azure/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-couchbase/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-duckdb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-dynamodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-elasticsearch/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-firestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-gel/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-mongodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-redis/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-tablestore/Makefile, llama-index-integrations/tools/llama-index-tools-agentql/Makefile, llama-index-integrations/tools/llama-index-tools-airweave/Makefile, llama-index-integrations/tools/llama-index-tools-artifact-editor/Makefile, llama-index-integrations/tools/llama-index-tools-arxiv/Makefile, llama-index-integrations/tools/llama-index-tools-aws-bedrock-agentcore/Makefile, llama-index-integrations/tools/llama-index-tools-azure-code-interpreter/Makefile, llama-index-integrations/tools/llama-index-tools-azure-cv/Makefile, llama-index-integrations/tools/llama-index-tools-azure-speech/Makefile, llama-index-integrations/tools/llama-index-tools-azure-translate/Makefile, llama-index-integrations/tools/llama-index-tools-bing-search/Makefile, llama-index-integrations/tools/llama-index-tools-box/Makefile, llama-index-integrations/tools/llama-index-tools-brave-search/Makefile, llama-index-integrations/tools/llama-index-tools-brightdata/Makefile, llama-index-integrations/tools/llama-index-tools-cassandra/Makefile, llama-index-integrations/tools/llama-index-tools-chatgpt-plugin/Makefile, llama-index-integrations/tools/llama-index-tools-code-interpreter/Makefile, llama-index-integrations/tools/llama-index-tools-cogniswitch/Makefile, llama-index-integrations/tools/llama-index-tools-dappier/Makefile, llama-index-integrations/tools/llama-index-tools-database/Makefile, llama-index-integrations/tools/llama-index-tools-desearch/Makefile, llama-index-integrations/tools/llama-index-tools-duckduckgo/Makefile, llama-index-integrations/tools/llama-index-tools-elevenlabs/Makefile, llama-index-integrations/tools/llama-index-tools-exa/Makefile, llama-index-integrations/tools/llama-index-tools-finance/Makefile, llama-index-integrations/tools/llama-index-tools-google/Makefile, llama-index-integrations/tools/llama-index-tools-graphql/Makefile, llama-index-integrations/tools/llama-index-tools-ionic-shopping/Makefile, llama-index-integrations/tools/llama-index-tools-jina/Makefile, llama-index-integrations/tools/llama-index-tools-jira-issue/Makefile, llama-index-integrations/tools/llama-index-tools-jira/Makefile, llama-index-integrations/tools/llama-index-tools-linkup-research/Makefile, llama-index-integrations/tools/llama-index-tools-mcp-discovery/Makefile, llama-index-integrations/tools/llama-index-tools-mcp/Makefile, llama-index-integrations/tools/llama-index-tools-measurespace/Makefile, llama-index-integrations/tools/llama-index-tools-metaphor/Makefile, llama-index-integrations/tools/llama-index-tools-moss/Makefile, llama-index-integrations/tools/llama-index-tools-multion/Makefile, llama-index-integrations/tools/llama-index-tools-neo4j/Makefile, llama-index-integrations/tools/llama-index-tools-notion/Makefile, llama-index-integrations/tools/llama-index-tools-openai/Makefile, llama-index-integrations/tools/llama-index-tools-openapi/Makefile, llama-index-integrations/tools/llama-index-tools-parallel-web-systems/Makefile, llama-index-integrations/tools/llama-index-tools-playgrounds/Makefile, llama-index-integrations/tools/llama-index-tools-playwright/Makefile, llama-index-integrations/tools/llama-index-tools-python-file/Makefile, llama-index-integrations/tools/llama-index-tools-requests/Makefile, llama-index-integrations/tools/llama-index-tools-salesforce/Makefile, llama-index-integrations/tools/llama-index-tools-seltz/Makefile, llama-index-integrations/tools/llama-index-tools-serpex/Makefile, llama-index-integrations/tools/llama-index-tools-shopify/Makefile, llama-index-integrations/tools/llama-index-tools-slack/Makefile, llama-index-integrations/tools/llama-index-tools-tavily-research/Makefile, llama-index-integrations/tools/llama-index-tools-text-to-image/Makefile, llama-index-integrations/tools/llama-index-tools-typecast/Makefile, llama-index-integrations/tools/llama-index-tools-valyu/Makefile, llama-index-integrations/tools/llama-index-tools-vectara-query/Makefile, llama-index-integrations/tools/llama-index-tools-vector-db/Makefile, llama-index-integrations/tools/llama-index-tools-waii/Makefile, llama-index-integrations/tools/llama-index-tools-weather/Makefile, llama-index-integrations/tools/llama-index-tools-wikipedia/Makefile, llama-index-integrations/tools/llama-index-tools-wolfram-alpha/Makefile, llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile, llama-index-integrations/tools/llama-index-tools-yelp/Makefile, llama-index-integrations/tools/llama-index-tools-zapier/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-mysql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-db2/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-gel/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-google/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-hnswlib/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-mongodb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-nile/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-pgvecto-rs/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-redis/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-rocksetdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-s3/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-solr/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tair/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-timescalevector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vectorx/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-volcenginemysql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-yugabytedb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-zep/Makefile, llama-index-integrations/voice_agents/llama-index-voice-agents-elevenlabs/Makefile, llama-index-integrations/voice_agents/llama-index-voice-agents-gemini-live/Makefile, llama-index-integrations/voice_agents/llama-index-voice-agents-openai/Makefile, llama-index-utils/llama-index-utils-azure/Makefile, llama-index-utils/llama-index-utils-huggingface/Makefile, llama-index-utils/llama-index-utils-oracleai/Makefile, llama-index-utils/llama-index-utils-qianfan/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — ruff.toml
11/11Statische Typprüfung — llama-index-core/llama_index/core/py.typed, llama-index-instrumentation/src/llama_index_instrumentation/py.typed, llama-index-integrations/indices/llama-index-indices-managed-lancedb/llama_index/py.typed, llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/py.typed, llama-index-integrations/llms/llama-index-llms-apertis/llama_index/llms/apertis/py.typed, llama-index-integrations/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/py.typed, llama-index-integrations/llms/llama-index-llms-helicone/llama_index/llms/helicone/py.typed, llama-index-integrations/llms/llama-index-llms-openai/llama_index/llms/openai/py.typed, llama-index-integrations/llms/llama-index-llms-openrouter/llama_index/llms/openrouter/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-faiss/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-firestore/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-gel/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-google/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-hnswlib/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-hologres/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-kdbai/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-lantern/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-lindorm/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-mariadb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-mongodb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-nile/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-pgvecto-rs/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-redis/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-rocksetdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-s3/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-solr/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-timescalevector/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-vectorx/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-volcenginemysql/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-yugabytedb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-zep/llama_index/py.typed
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespoetry.lock, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile, llama-index-core/Makefile, llama-index-integrations/agent/llama-index-agent-azure/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-agentops/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-aim/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-argilla/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-arize-phoenix/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-honeyhive/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-langfuse/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-literalai/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-openinference/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-opik/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-promptlayer/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-uptrain/Makefile, llama-index-integrations/callbacks/llama-index-callbacks-wandb/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-adapter/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-alephalpha/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-alibabacloud-aisearch/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-anyscale/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-autoembeddings/MAKEFILE, llama-index-integrations/embeddings/llama-index-embeddings-azure-inference/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-azure-openai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-baseten/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-bedrock/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-clarifai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-clip/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-cloudflare-workersai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-cohere/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-dashscope/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-databricks/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-deepinfra/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-elasticsearch/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-fastembed/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-fireworks/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-gaudi/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-gigachat/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-google-genai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-heroku/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-api/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-openvino/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-optimum-intel/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface-optimum/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-huggingface/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-ibm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-instructor/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-ipex-llm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-isaacus/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-jinaai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-langchain/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-litellm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-llamafile/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-llm-rails/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-mistralai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-mixedbreadai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-modelscope/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-nebius/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-netmind/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-nomic/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-nvidia/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-oci-genai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-ollama/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-opea/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-openai-like/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-openai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-openvino-genai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-oracleai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-premai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-sagemaker-endpoint/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-siliconflow/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-text-embeddings-inference/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-textembed/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-together/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-upstage/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-vertex-endpoint/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-vertex/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-vllm/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-voyageai/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-xinference/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-yandexgpt/Makefile, llama-index-integrations/embeddings/llama-index-embeddings-zhipuai/Makefile, llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/Makefile, llama-index-integrations/extractors/llama-index-extractors-entity/Makefile, llama-index-integrations/extractors/llama-index-extractors-marvin/Makefile, llama-index-integrations/extractors/llama-index-extractors-relik/Makefile, llama-index-integrations/graph_rag/llama-index-graph-rag-cognee/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-ApertureDB/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-falkordb/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-memgraph/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-nebula/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-neo4j/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/Makefile, llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/Makefile, llama-index-integrations/indices/llama-index-indices-managed-bge-m3/Makefile, llama-index-integrations/indices/llama-index-indices-managed-colbert/Makefile, llama-index-integrations/indices/llama-index-indices-managed-dashscope/Makefile, llama-index-integrations/indices/llama-index-indices-managed-google/Makefile, llama-index-integrations/indices/llama-index-indices-managed-lancedb/Makefile, llama-index-integrations/indices/llama-index-indices-managed-llama-cloud/Makefile, llama-index-integrations/indices/llama-index-indices-managed-postgresml/Makefile, llama-index-integrations/indices/llama-index-indices-managed-vectara/Makefile, llama-index-integrations/indices/llama-index-indices-managed-vertexai/Makefile, llama-index-integrations/ingestion/llama-index-ingestion-ray/Makefile, llama-index-integrations/llms/llama-index-llms-ai21/Makefile, llama-index-integrations/llms/llama-index-llms-aibadgr/Makefile, llama-index-integrations/llms/llama-index-llms-alephalpha/Makefile, llama-index-integrations/llms/llama-index-llms-alibabacloud-aisearch/Makefile, llama-index-integrations/llms/llama-index-llms-anthropic/Makefile, llama-index-integrations/llms/llama-index-llms-anyscale/Makefile, llama-index-integrations/llms/llama-index-llms-apertis/Makefile, llama-index-integrations/llms/llama-index-llms-asi/Makefile, llama-index-integrations/llms/llama-index-llms-azure-inference/Makefile, llama-index-integrations/llms/llama-index-llms-azure-openai/Makefile, llama-index-integrations/llms/llama-index-llms-baseten/Makefile, llama-index-integrations/llms/llama-index-llms-bedrock-converse/Makefile, llama-index-integrations/llms/llama-index-llms-bedrock/Makefile, llama-index-integrations/llms/llama-index-llms-cerebras/Makefile, llama-index-integrations/llms/llama-index-llms-clarifai/Makefile, llama-index-integrations/llms/llama-index-llms-cleanlab/Makefile, llama-index-integrations/llms/llama-index-llms-cloudflare-ai-gateway/Makefile, llama-index-integrations/llms/llama-index-llms-cohere/Makefile, llama-index-integrations/llms/llama-index-llms-cometapi/Makefile, llama-index-integrations/llms/llama-index-llms-cortex/Makefile, llama-index-integrations/llms/llama-index-llms-dashscope/Makefile, llama-index-integrations/llms/llama-index-llms-databricks/Makefile, llama-index-integrations/llms/llama-index-llms-deepinfra/Makefile, llama-index-integrations/llms/llama-index-llms-deepseek/Makefile, llama-index-integrations/llms/llama-index-llms-everlyai/Makefile, llama-index-integrations/llms/llama-index-llms-featherlessai/Makefile, llama-index-integrations/llms/llama-index-llms-fireworks/Makefile, llama-index-integrations/llms/llama-index-llms-friendli/Makefile, llama-index-integrations/llms/llama-index-llms-gaudi/Makefile, llama-index-integrations/llms/llama-index-llms-gigachat/Makefile, llama-index-integrations/llms/llama-index-llms-google-genai/Makefile, llama-index-integrations/llms/llama-index-llms-groq/Makefile, llama-index-integrations/llms/llama-index-llms-helicone/Makefile, llama-index-integrations/llms/llama-index-llms-heroku/Makefile, llama-index-integrations/llms/llama-index-llms-huggingface-api/Makefile, llama-index-integrations/llms/llama-index-llms-huggingface/Makefile, llama-index-integrations/llms/llama-index-llms-ibm/Makefile, llama-index-integrations/llms/llama-index-llms-ipex-llm/Makefile, llama-index-integrations/llms/llama-index-llms-keywordsai/Makefile, llama-index-integrations/llms/llama-index-llms-konko/Makefile, llama-index-integrations/llms/llama-index-llms-langchain/Makefile, llama-index-integrations/llms/llama-index-llms-litellm/Makefile, llama-index-integrations/llms/llama-index-llms-llama-api/Makefile, llama-index-integrations/llms/llama-index-llms-llama-cpp/Makefile, llama-index-integrations/llms/llama-index-llms-llamafile/Makefile, llama-index-integrations/llms/llama-index-llms-lmstudio/Makefile, llama-index-integrations/llms/llama-index-llms-localai/Makefile, llama-index-integrations/llms/llama-index-llms-maritalk/Makefile, llama-index-integrations/llms/llama-index-llms-meta/Makefile, llama-index-integrations/llms/llama-index-llms-minimax/Makefile, llama-index-integrations/llms/llama-index-llms-mistral-rs/Makefile, llama-index-integrations/llms/llama-index-llms-mistralai/Makefile, llama-index-integrations/llms/llama-index-llms-mlx/Makefile, llama-index-integrations/llms/llama-index-llms-modelscope/Makefile, llama-index-integrations/llms/llama-index-llms-monsterapi/Makefile, llama-index-integrations/llms/llama-index-llms-mymagic/Makefile, llama-index-integrations/llms/llama-index-llms-nebius/Makefile, llama-index-integrations/llms/llama-index-llms-netmind/Makefile, llama-index-integrations/llms/llama-index-llms-neutrino/Makefile, llama-index-integrations/llms/llama-index-llms-novita/Makefile, llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/Makefile, llama-index-integrations/llms/llama-index-llms-nvidia-triton/Makefile, llama-index-integrations/llms/llama-index-llms-nvidia/Makefile, llama-index-integrations/llms/llama-index-llms-oci-data-science/Makefile, llama-index-integrations/llms/llama-index-llms-oci-genai/Makefile, llama-index-integrations/llms/llama-index-llms-octoai/Makefile, llama-index-integrations/llms/llama-index-llms-ollama/Makefile, llama-index-integrations/llms/llama-index-llms-opea/Makefile, llama-index-integrations/llms/llama-index-llms-openai-like/Makefile, llama-index-integrations/llms/llama-index-llms-openai/Makefile, llama-index-integrations/llms/llama-index-llms-openrouter/Makefile, llama-index-integrations/llms/llama-index-llms-openvino-genai/Makefile, llama-index-integrations/llms/llama-index-llms-openvino/Makefile, llama-index-integrations/llms/llama-index-llms-optimum-intel/Makefile, llama-index-integrations/llms/llama-index-llms-ovhcloud/Makefile, llama-index-integrations/llms/llama-index-llms-paieas/Makefile, llama-index-integrations/llms/llama-index-llms-palm/Makefile, llama-index-integrations/llms/llama-index-llms-perplexity/Makefile, llama-index-integrations/llms/llama-index-llms-pipeshift/Makefile, llama-index-integrations/llms/llama-index-llms-portkey/Makefile, llama-index-integrations/llms/llama-index-llms-predibase/Makefile, llama-index-integrations/llms/llama-index-llms-premai/Makefile, llama-index-integrations/llms/llama-index-llms-qianfan/Makefile, llama-index-integrations/llms/llama-index-llms-reka/Makefile, llama-index-integrations/llms/llama-index-llms-replicate/Makefile, llama-index-integrations/llms/llama-index-llms-rungpt/Makefile, llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/Makefile, llama-index-integrations/llms/llama-index-llms-sambanovasystems/Makefile, llama-index-integrations/llms/llama-index-llms-sarvam/Makefile, llama-index-integrations/llms/llama-index-llms-sglang/Makefile, llama-index-integrations/llms/llama-index-llms-siliconflow/Makefile, llama-index-integrations/llms/llama-index-llms-stepfun/Makefile, llama-index-integrations/llms/llama-index-llms-together/Makefile, llama-index-integrations/llms/llama-index-llms-upstage/Makefile, llama-index-integrations/llms/llama-index-llms-vercel-ai-gateway/Makefile, llama-index-integrations/llms/llama-index-llms-vertex/Makefile, llama-index-integrations/llms/llama-index-llms-vllm/Makefile, llama-index-integrations/llms/llama-index-llms-xinference/Makefile, llama-index-integrations/llms/llama-index-llms-yi/Makefile, llama-index-integrations/llms/llama-index-llms-you/Makefile, llama-index-integrations/llms/llama-index-llms-zhipuai/Makefile, llama-index-integrations/memory/llama-index-memory-bedrock-agentcore/Makefile, llama-index-integrations/memory/llama-index-memory-mem0/Makefile, llama-index-integrations/node_parser/llama-index-node-parser-alibabacloud-aisearch/Makefile, llama-index-integrations/node_parser/llama-index-node-parser-docling/Makefile, llama-index-integrations/node_parser/llama-index-node-parser-relational-dashscope/Makefile, llama-index-integrations/node_parser/llama-index-node-parser-slide/Makefile, llama-index-integrations/node_parser/llama-index-node-parser-topic/Makefile, llama-index-integrations/observability/llama-index-observability-otel/Makefile, llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/Makefile, llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-aimon-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-alibabacloud-aisearch-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-bedrock-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-cohere-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-colbert-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-colpali-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-dashscope-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-flag-embedding-reranker/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-flashrank-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-google-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-ibm/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-jinaai-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-longllmlingua/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-mixedbreadai-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-nvidia-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-openvino-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-pinecone-native-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-presidio/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-rankgpt-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-rankllm-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-sbert-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-siliconflow-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-tei-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-xinference-rerank/Makefile, llama-index-integrations/program/llama-index-program-evaporate/Makefile, llama-index-integrations/program/llama-index-program-guidance/Makefile, llama-index-integrations/program/llama-index-program-lmformatenforcer/Makefile, llama-index-integrations/protocols/llama-index-protocols-ag-ui/Makefile, llama-index-integrations/question_gen/llama-index-question-gen-guidance/Makefile, llama-index-integrations/readers/llama-index-readers-agent-search/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-cdk/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-gong/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-hubspot/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-salesforce/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-shopify/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-stripe/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-typeform/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-zendesk-support/Makefile, llama-index-integrations/readers/llama-index-readers-airtable/Makefile, llama-index-integrations/readers/llama-index-readers-alibabacloud-aisearch/Makefile, llama-index-integrations/readers/llama-index-readers-apify/Makefile, llama-index-integrations/readers/llama-index-readers-arango-db/Makefile, llama-index-integrations/readers/llama-index-readers-asana/Makefile, llama-index-integrations/readers/llama-index-readers-assemblyai/Makefile, llama-index-integrations/readers/llama-index-readers-astra-db/Makefile, llama-index-integrations/readers/llama-index-readers-athena/Makefile, llama-index-integrations/readers/llama-index-readers-awadb/Makefile, llama-index-integrations/readers/llama-index-readers-azcognitive-search/Makefile, llama-index-integrations/readers/llama-index-readers-azstorage-blob/Makefile, llama-index-integrations/readers/llama-index-readers-bagel/Makefile, llama-index-integrations/readers/llama-index-readers-bilibili/Makefile, llama-index-integrations/readers/llama-index-readers-bitbucket/Makefile, llama-index-integrations/readers/llama-index-readers-boarddocs/Makefile, llama-index-integrations/readers/llama-index-readers-box/Makefile, llama-index-integrations/readers/llama-index-readers-chatgpt-plugin/Makefile, llama-index-integrations/readers/llama-index-readers-chroma/Makefile, llama-index-integrations/readers/llama-index-readers-confluence/Makefile, llama-index-integrations/readers/llama-index-readers-couchbase/Makefile, llama-index-integrations/readers/llama-index-readers-couchdb/Makefile, llama-index-integrations/readers/llama-index-readers-dad-jokes/Makefile, llama-index-integrations/readers/llama-index-readers-dashscope/Makefile, llama-index-integrations/readers/llama-index-readers-dashvector/Makefile, llama-index-integrations/readers/llama-index-readers-database/Makefile, llama-index-integrations/readers/llama-index-readers-datasets/Makefile, llama-index-integrations/readers/llama-index-readers-deeplake/Makefile, llama-index-integrations/readers/llama-index-readers-discord/Makefile, llama-index-integrations/readers/llama-index-readers-docling/Makefile, llama-index-integrations/readers/llama-index-readers-docstring-walker/Makefile, llama-index-integrations/readers/llama-index-readers-docugami/Makefile, llama-index-integrations/readers/llama-index-readers-document360/Makefile, llama-index-integrations/readers/llama-index-readers-earnings-call-transcript/Makefile, llama-index-integrations/readers/llama-index-readers-elasticsearch/Makefile, llama-index-integrations/readers/llama-index-readers-faiss/Makefile, llama-index-integrations/readers/llama-index-readers-feedly-rss/Makefile, llama-index-integrations/readers/llama-index-readers-feishu-docs/Makefile, llama-index-integrations/readers/llama-index-readers-file/Makefile, llama-index-integrations/readers/llama-index-readers-firebase-realtimedb/Makefile, llama-index-integrations/readers/llama-index-readers-firestore/Makefile, llama-index-integrations/readers/llama-index-readers-gcs/Makefile, llama-index-integrations/readers/llama-index-readers-genius/Makefile, llama-index-integrations/readers/llama-index-readers-gitbook/Makefile, llama-index-integrations/readers/llama-index-readers-github/Makefile, llama-index-integrations/readers/llama-index-readers-gitlab/Makefile, llama-index-integrations/readers/llama-index-readers-google/Makefile, llama-index-integrations/readers/llama-index-readers-gpt-repo/Makefile, llama-index-integrations/readers/llama-index-readers-graphdb-cypher/Makefile, llama-index-integrations/readers/llama-index-readers-graphql/Makefile, llama-index-integrations/readers/llama-index-readers-guru/Makefile, llama-index-integrations/readers/llama-index-readers-hatena-blog/Makefile, llama-index-integrations/readers/llama-index-readers-hubspot/Makefile, llama-index-integrations/readers/llama-index-readers-huggingface-fs/Makefile, llama-index-integrations/readers/llama-index-readers-hwp/Makefile, llama-index-integrations/readers/llama-index-readers-iceberg/Makefile, llama-index-integrations/readers/llama-index-readers-imdb-review/Makefile, llama-index-integrations/readers/llama-index-readers-intercom/Makefile, llama-index-integrations/readers/llama-index-readers-jaguar/Makefile, llama-index-integrations/readers/llama-index-readers-jira/Makefile, llama-index-integrations/readers/llama-index-readers-joplin/Makefile, llama-index-integrations/readers/llama-index-readers-json/Makefile, llama-index-integrations/readers/llama-index-readers-kaltura/Makefile, llama-index-integrations/readers/llama-index-readers-kibela/Makefile, llama-index-integrations/readers/llama-index-readers-layoutir/Makefile, llama-index-integrations/readers/llama-index-readers-lilac/Makefile, llama-index-integrations/readers/llama-index-readers-linear/Makefile, llama-index-integrations/readers/llama-index-readers-llama-parse/Makefile, llama-index-integrations/readers/llama-index-readers-macrometa-gdn/Makefile, llama-index-integrations/readers/llama-index-readers-make-com/Makefile, llama-index-integrations/readers/llama-index-readers-mangadex/Makefile, llama-index-integrations/readers/llama-index-readers-mangoapps-guides/Makefile, llama-index-integrations/readers/llama-index-readers-maps/Makefile, llama-index-integrations/readers/llama-index-readers-markitdown/MAKEFILE, llama-index-integrations/readers/llama-index-readers-mbox/Makefile, llama-index-integrations/readers/llama-index-readers-memos/Makefile, llama-index-integrations/readers/llama-index-readers-metal/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-onedrive/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-outlook/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-sharepoint/Makefile, llama-index-integrations/readers/llama-index-readers-milvus/Makefile, llama-index-integrations/readers/llama-index-readers-minio/Makefile, llama-index-integrations/readers/llama-index-readers-mondaydotcom/Makefile, llama-index-integrations/readers/llama-index-readers-mongodb/Makefile, llama-index-integrations/readers/llama-index-readers-myscale/Makefile, llama-index-integrations/readers/llama-index-readers-notion/Makefile, llama-index-integrations/readers/llama-index-readers-nougat-ocr/Makefile, llama-index-integrations/readers/llama-index-readers-obsidian/Makefile, llama-index-integrations/readers/llama-index-readers-openalex/Makefile, llama-index-integrations/readers/llama-index-readers-opendal/Makefile, llama-index-integrations/readers/llama-index-readers-opensearch/Makefile, llama-index-integrations/readers/llama-index-readers-oracleai/Makefile, llama-index-integrations/readers/llama-index-readers-oxylabs/Makefile, llama-index-integrations/readers/llama-index-readers-paddle-ocr/Makefile, llama-index-integrations/readers/llama-index-readers-pandas-ai/Makefile, llama-index-integrations/readers/llama-index-readers-papers/Makefile, llama-index-integrations/readers/llama-index-readers-patentsview/Makefile, llama-index-integrations/readers/llama-index-readers-pathway/Makefile, llama-index-integrations/readers/llama-index-readers-pdb/Makefile, llama-index-integrations/readers/llama-index-readers-pdf-marker/Makefile, llama-index-integrations/readers/llama-index-readers-pdf-table/Makefile, llama-index-integrations/readers/llama-index-readers-pebblo/Makefile, llama-index-integrations/readers/llama-index-readers-preprocess/Makefile, llama-index-integrations/readers/llama-index-readers-psychic/Makefile, llama-index-integrations/readers/llama-index-readers-qdrant/Makefile, llama-index-integrations/readers/llama-index-readers-quip/Makefile, llama-index-integrations/readers/llama-index-readers-rayyan/Makefile, llama-index-integrations/readers/llama-index-readers-readwise/Makefile, llama-index-integrations/readers/llama-index-readers-reddit/Makefile, llama-index-integrations/readers/llama-index-readers-remote-depth/Makefile, llama-index-integrations/readers/llama-index-readers-remote/Makefile, llama-index-integrations/readers/llama-index-readers-s3/Makefile, llama-index-integrations/readers/llama-index-readers-screenpipe/Makefile, llama-index-integrations/readers/llama-index-readers-sec-filings/Makefile, llama-index-integrations/readers/llama-index-readers-semanticscholar/Makefile, llama-index-integrations/readers/llama-index-readers-service-now/Makefile, llama-index-integrations/readers/llama-index-readers-singlestore/Makefile, llama-index-integrations/readers/llama-index-readers-slack/Makefile, llama-index-integrations/readers/llama-index-readers-smart-pdf-loader/Makefile, llama-index-integrations/readers/llama-index-readers-snowflake/Makefile, llama-index-integrations/readers/llama-index-readers-solr/Makefile, llama-index-integrations/readers/llama-index-readers-spotify/Makefile, llama-index-integrations/readers/llama-index-readers-stackoverflow/Makefile, llama-index-integrations/readers/llama-index-readers-steamship/Makefile, llama-index-integrations/readers/llama-index-readers-string-iterable/Makefile, llama-index-integrations/readers/llama-index-readers-stripe-docs/Makefile, llama-index-integrations/readers/llama-index-readers-structured-data/Makefile, llama-index-integrations/readers/llama-index-readers-telegram/Makefile, llama-index-integrations/readers/llama-index-readers-toggl/Makefile, llama-index-integrations/readers/llama-index-readers-trello/Makefile, llama-index-integrations/readers/llama-index-readers-twitter/Makefile, llama-index-integrations/readers/llama-index-readers-txtai/Makefile, llama-index-integrations/readers/llama-index-readers-upstage/Makefile, llama-index-integrations/readers/llama-index-readers-weather/Makefile, llama-index-integrations/readers/llama-index-readers-weaviate/Makefile, llama-index-integrations/readers/llama-index-readers-web/Makefile, llama-index-integrations/readers/llama-index-readers-whatsapp/Makefile, llama-index-integrations/readers/llama-index-readers-whisper/Makefile, llama-index-integrations/readers/llama-index-readers-wikipedia/Makefile, llama-index-integrations/readers/llama-index-readers-wordlift/Makefile, llama-index-integrations/readers/llama-index-readers-wordpress/Makefile, llama-index-integrations/readers/llama-index-readers-youtube-transcript/Makefile, llama-index-integrations/readers/llama-index-readers-zendesk/Makefile, llama-index-integrations/readers/llama-index-readers-zep/Makefile, llama-index-integrations/readers/llama-index-readers-zulip/Makefile, llama-index-integrations/readers/llama-index-readers-zyte-serp/Makefile, llama-index-integrations/response_synthesizers/llama-index-response-synthesizers-google/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-alletra-x10000/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-bedrock/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-bm25/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-duckdb-retriever/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-galaxia/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-kendra/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-mongodb-atlas-bm25-retriever/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-pathway/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-tldw/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-vectorize/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-vertexai-search/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-videodb/MAKEFILE, llama-index-integrations/retrievers/llama-index-retrievers-you/Makefile, llama-index-integrations/selectors/llama-index-selectors-notdiamond/Makefile, llama-index-integrations/sparse_embeddings/llama-index-sparse-embeddings-fastembed/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azure/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosmongovcore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosnosql/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-dynamodb/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-gel/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-mongo/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-opensearch/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-postgres/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-redis/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-sqlite/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-tablestore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-upstash/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-yugabytedb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azure/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-couchbase/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-duckdb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-elasticsearch/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-firestore/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-gel/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-mongodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-tablestore/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-azure/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-azurecosmosnosql/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-couchbase/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-duckdb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-dynamodb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-elasticsearch/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-gel/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-mongodb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-postgres/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-redis/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-tablestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azure/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-couchbase/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-duckdb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-dynamodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-elasticsearch/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-firestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-gel/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-mongodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-redis/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-tablestore/Makefile, llama-index-integrations/tools/llama-index-tools-agentql/Makefile, llama-index-integrations/tools/llama-index-tools-airweave/Makefile, llama-index-integrations/tools/llama-index-tools-artifact-editor/Makefile, llama-index-integrations/tools/llama-index-tools-arxiv/Makefile, llama-index-integrations/tools/llama-index-tools-aws-bedrock-agentcore/Makefile, llama-index-integrations/tools/llama-index-tools-azure-code-interpreter/Makefile, llama-index-integrations/tools/llama-index-tools-azure-cv/Makefile, llama-index-integrations/tools/llama-index-tools-azure-speech/Makefile, llama-index-integrations/tools/llama-index-tools-azure-translate/Makefile, llama-index-integrations/tools/llama-index-tools-bing-search/Makefile, llama-index-integrations/tools/llama-index-tools-box/Makefile, llama-index-integrations/tools/llama-index-tools-brave-search/Makefile, llama-index-integrations/tools/llama-index-tools-brightdata/Makefile, llama-index-integrations/tools/llama-index-tools-cassandra/Makefile, llama-index-integrations/tools/llama-index-tools-chatgpt-plugin/Makefile, llama-index-integrations/tools/llama-index-tools-code-interpreter/Makefile, llama-index-integrations/tools/llama-index-tools-cogniswitch/Makefile, llama-index-integrations/tools/llama-index-tools-dappier/Makefile, llama-index-integrations/tools/llama-index-tools-database/Makefile, llama-index-integrations/tools/llama-index-tools-desearch/Makefile, llama-index-integrations/tools/llama-index-tools-duckduckgo/Makefile, llama-index-integrations/tools/llama-index-tools-elevenlabs/Makefile, llama-index-integrations/tools/llama-index-tools-exa/Makefile, llama-index-integrations/tools/llama-index-tools-finance/Makefile, llama-index-integrations/tools/llama-index-tools-google/Makefile, llama-index-integrations/tools/llama-index-tools-graphql/Makefile, llama-index-integrations/tools/llama-index-tools-ionic-shopping/Makefile, llama-index-integrations/tools/llama-index-tools-jina/Makefile, llama-index-integrations/tools/llama-index-tools-jira-issue/Makefile, llama-index-integrations/tools/llama-index-tools-jira/Makefile, llama-index-integrations/tools/llama-index-tools-linkup-research/Makefile, llama-index-integrations/tools/llama-index-tools-mcp-discovery/Makefile, llama-index-integrations/tools/llama-index-tools-mcp/Makefile, llama-index-integrations/tools/llama-index-tools-measurespace/Makefile, llama-index-integrations/tools/llama-index-tools-metaphor/Makefile, llama-index-integrations/tools/llama-index-tools-moss/Makefile, llama-index-integrations/tools/llama-index-tools-multion/Makefile, llama-index-integrations/tools/llama-index-tools-neo4j/Makefile, llama-index-integrations/tools/llama-index-tools-notion/Makefile, llama-index-integrations/tools/llama-index-tools-openai/Makefile, llama-index-integrations/tools/llama-index-tools-openapi/Makefile, llama-index-integrations/tools/llama-index-tools-parallel-web-systems/Makefile, llama-index-integrations/tools/llama-index-tools-playgrounds/Makefile, llama-index-integrations/tools/llama-index-tools-playwright/Makefile, llama-index-integrations/tools/llama-index-tools-python-file/Makefile, llama-index-integrations/tools/llama-index-tools-requests/Makefile, llama-index-integrations/tools/llama-index-tools-salesforce/Makefile, llama-index-integrations/tools/llama-index-tools-seltz/Makefile, llama-index-integrations/tools/llama-index-tools-serpex/Makefile, llama-index-integrations/tools/llama-index-tools-shopify/Makefile, llama-index-integrations/tools/llama-index-tools-slack/Makefile, llama-index-integrations/tools/llama-index-tools-tavily-research/Makefile, llama-index-integrations/tools/llama-index-tools-text-to-image/Makefile, llama-index-integrations/tools/llama-index-tools-typecast/Makefile, llama-index-integrations/tools/llama-index-tools-valyu/Makefile, llama-index-integrations/tools/llama-index-tools-vectara-query/Makefile, llama-index-integrations/tools/llama-index-tools-vector-db/Makefile, llama-index-integrations/tools/llama-index-tools-waii/Makefile, llama-index-integrations/tools/llama-index-tools-weather/Makefile, llama-index-integrations/tools/llama-index-tools-wikipedia/Makefile, llama-index-integrations/tools/llama-index-tools-wolfram-alpha/Makefile, llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile, llama-index-integrations/tools/llama-index-tools-yelp/Makefile, llama-index-integrations/tools/llama-index-tools-zapier/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-mysql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-db2/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-elasticsearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-epsilla/Makefile, 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llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-mongodb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-moorcheh/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-neo4jvector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-neptune/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-nile/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-objectbox/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-oceanbase/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-openGauss/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-opensearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-oracledb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-pgvecto-rs/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-pinecone/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-redis/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-relyt/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-rocksetdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-s3/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-singlestoredb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-solr/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-supabase/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tair/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tencentvectordb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-tidbvector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-timescalevector/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-txtai/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-typesense/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-upstash/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vectorx/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vertexaivectorsearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-vespa/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-volcenginemysql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-weaviate/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-wordlift/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-yugabytedb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-zep/Makefile, llama-index-integrations/voice_agents/llama-index-voice-agents-elevenlabs/Makefile, llama-index-integrations/voice_agents/llama-index-voice-agents-gemini-live/Makefile, llama-index-integrations/voice_agents/llama-index-voice-agents-openai/Makefile, llama-index-utils/llama-index-utils-azure/Makefile, llama-index-utils/llama-index-utils-huggingface/Makefile, llama-index-utils/llama-index-utils-oracleai/Makefile, llama-index-utils/llama-index-utils-qianfan/Makefile
has_devcontainernein
has_linter_configja
typecheck_configsllama-index-core/llama_index/core/py.typed, llama-index-instrumentation/src/llama_index_instrumentation/py.typed, llama-index-integrations/indices/llama-index-indices-managed-lancedb/llama_index/py.typed, llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/py.typed, llama-index-integrations/llms/llama-index-llms-apertis/llama_index/llms/apertis/py.typed, llama-index-integrations/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/py.typed, llama-index-integrations/llms/llama-index-llms-helicone/llama_index/llms/helicone/py.typed, llama-index-integrations/llms/llama-index-llms-openai/llama_index/llms/openai/py.typed, llama-index-integrations/llms/llama-index-llms-openrouter/llama_index/llms/openrouter/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/llama_index/py.typed, 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agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (llama-index-core/llama_index/core/py.typed, llama-index-instrumentation/src/llama_index_instrumentation/py.typed, llama-index-integrations/indices/llama-index-indices-managed-lancedb/llama_index/py.typed, llama-index-integrations/llms/llama-index-llms-anthropic/llama_index/llms/anthropic/py.typed, llama-index-integrations/llms/llama-index-llms-apertis/llama_index/llms/apertis/py.typed, llama-index-integrations/llms/llama-index-llms-google-genai/llama_index/llms/google_genai/py.typed, llama-index-integrations/llms/llama-index-llms-helicone/llama_index/llms/helicone/py.typed, llama-index-integrations/llms/llama-index-llms-openai/llama_index/llms/openai/py.typed, llama-index-integrations/llms/llama-index-llms-openrouter/llama_index/llms/openrouter/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-clickhouse/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-couchbase/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-dashvector/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-databricks/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-deeplake/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-docarray/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-duckdb/llama_index/py.typed, llama-index-integrations/vector_stores/llama-index-vector-stores-dynamodb/llama_index/py.typed, 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Wie die Bewertung erfolgt
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20/20MCP-Server
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has_mcp_signalja
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50.927GitHub-Sterne
100Mitwirkende
1.018Commits, letzte 12 Monate
2Tage seit letztem Push
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204offene Issues
PyPIPaket-Ökosysteme

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  • Could not fetch pypi package 'llama-dev' from its registry
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        "llama-index-integrations/graph_stores/llama-index-graph-stores-neptune/Makefile",
        "llama-index-integrations/graph_stores/llama-index-graph-stores-tidb/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-bge-m3/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-colbert/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-dashscope/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-google/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-lancedb/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-llama-cloud/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-postgresml/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-vectara/Makefile",
        "llama-index-integrations/indices/llama-index-indices-managed-vertexai/Makefile",
        "llama-index-integrations/ingestion/llama-index-ingestion-ray/Makefile",
        "llama-index-integrations/llms/llama-index-llms-ai21/Makefile",
        "llama-index-integrations/llms/llama-index-llms-aibadgr/Makefile",
        "llama-index-integrations/llms/llama-index-llms-alephalpha/Makefile",
        "llama-index-integrations/llms/llama-index-llms-alibabacloud-aisearch/Makefile",
        "llama-index-integrations/llms/llama-index-llms-anthropic/Makefile",
        "llama-index-integrations/llms/llama-index-llms-anyscale/Makefile",
        "llama-index-integrations/llms/llama-index-llms-apertis/Makefile",
        "llama-index-integrations/llms/llama-index-llms-asi/Makefile",
        "llama-index-integrations/llms/llama-index-llms-azure-inference/Makefile",
        "llama-index-integrations/llms/llama-index-llms-azure-openai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-baseten/Makefile",
        "llama-index-integrations/llms/llama-index-llms-bedrock-converse/Makefile",
        "llama-index-integrations/llms/llama-index-llms-bedrock/Makefile",
        "llama-index-integrations/llms/llama-index-llms-cerebras/Makefile",
        "llama-index-integrations/llms/llama-index-llms-clarifai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-cleanlab/Makefile",
        "llama-index-integrations/llms/llama-index-llms-cloudflare-ai-gateway/Makefile",
        "llama-index-integrations/llms/llama-index-llms-cohere/Makefile",
        "llama-index-integrations/llms/llama-index-llms-cometapi/Makefile",
        "llama-index-integrations/llms/llama-index-llms-cortex/Makefile",
        "llama-index-integrations/llms/llama-index-llms-dashscope/Makefile",
        "llama-index-integrations/llms/llama-index-llms-databricks/Makefile",
        "llama-index-integrations/llms/llama-index-llms-deepinfra/Makefile",
        "llama-index-integrations/llms/llama-index-llms-deepseek/Makefile",
        "llama-index-integrations/llms/llama-index-llms-everlyai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-featherlessai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-fireworks/Makefile",
        "llama-index-integrations/llms/llama-index-llms-friendli/Makefile",
        "llama-index-integrations/llms/llama-index-llms-gaudi/Makefile",
        "llama-index-integrations/llms/llama-index-llms-gigachat/Makefile",
        "llama-index-integrations/llms/llama-index-llms-google-genai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-groq/Makefile",
        "llama-index-integrations/llms/llama-index-llms-helicone/Makefile",
        "llama-index-integrations/llms/llama-index-llms-heroku/Makefile",
        "llama-index-integrations/llms/llama-index-llms-huggingface-api/Makefile",
        "llama-index-integrations/llms/llama-index-llms-huggingface/Makefile",
        "llama-index-integrations/llms/llama-index-llms-ibm/Makefile",
        "llama-index-integrations/llms/llama-index-llms-ipex-llm/Makefile",
        "llama-index-integrations/llms/llama-index-llms-keywordsai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-konko/Makefile",
        "llama-index-integrations/llms/llama-index-llms-langchain/Makefile",
        "llama-index-integrations/llms/llama-index-llms-litellm/Makefile",
        "llama-index-integrations/llms/llama-index-llms-llama-api/Makefile",
        "llama-index-integrations/llms/llama-index-llms-llama-cpp/Makefile",
        "llama-index-integrations/llms/llama-index-llms-llamafile/Makefile",
        "llama-index-integrations/llms/llama-index-llms-lmstudio/Makefile",
        "llama-index-integrations/llms/llama-index-llms-localai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-maritalk/Makefile",
        "llama-index-integrations/llms/llama-index-llms-meta/Makefile",
        "llama-index-integrations/llms/llama-index-llms-minimax/Makefile",
        "llama-index-integrations/llms/llama-index-llms-mistral-rs/Makefile",
        "llama-index-integrations/llms/llama-index-llms-mistralai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-mlx/Makefile",
        "llama-index-integrations/llms/llama-index-llms-modelscope/Makefile",
        "llama-index-integrations/llms/llama-index-llms-monsterapi/Makefile",
        "llama-index-integrations/llms/llama-index-llms-mymagic/Makefile",
        "llama-index-integrations/llms/llama-index-llms-nebius/Makefile",
        "llama-index-integrations/llms/llama-index-llms-netmind/Makefile",
        "llama-index-integrations/llms/llama-index-llms-neutrino/Makefile",
        "llama-index-integrations/llms/llama-index-llms-novita/Makefile",
        "llama-index-integrations/llms/llama-index-llms-nvidia-tensorrt/Makefile",
        "llama-index-integrations/llms/llama-index-llms-nvidia-triton/Makefile",
        "llama-index-integrations/llms/llama-index-llms-nvidia/Makefile",
        "llama-index-integrations/llms/llama-index-llms-oci-data-science/Makefile",
        "llama-index-integrations/llms/llama-index-llms-oci-genai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-octoai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-ollama/Makefile",
        "llama-index-integrations/llms/llama-index-llms-opea/Makefile",
        "llama-index-integrations/llms/llama-index-llms-openai-like/Makefile",
        "llama-index-integrations/llms/llama-index-llms-openai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-openrouter/Makefile",
        "llama-index-integrations/llms/llama-index-llms-openvino-genai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-openvino/Makefile",
        "llama-index-integrations/llms/llama-index-llms-optimum-intel/Makefile",
        "llama-index-integrations/llms/llama-index-llms-ovhcloud/Makefile",
        "llama-index-integrations/llms/llama-index-llms-paieas/Makefile",
        "llama-index-integrations/llms/llama-index-llms-palm/Makefile",
        "llama-index-integrations/llms/llama-index-llms-perplexity/Makefile",
        "llama-index-integrations/llms/llama-index-llms-pipeshift/Makefile",
        "llama-index-integrations/llms/llama-index-llms-portkey/Makefile",
        "llama-index-integrations/llms/llama-index-llms-predibase/Makefile",
        "llama-index-integrations/llms/llama-index-llms-premai/Makefile",
        "llama-index-integrations/llms/llama-index-llms-qianfan/Makefile",
        "llama-index-integrations/llms/llama-index-llms-reka/Makefile",
        "llama-index-integrations/llms/llama-index-llms-replicate/Makefile",
        "llama-index-integrations/llms/llama-index-llms-rungpt/Makefile",
        "llama-index-integrations/llms/llama-index-llms-sagemaker-endpoint/Makefile",
        "llama-index-integrations/llms/llama-index-llms-sambanovasystems/Makefile",
        "llama-index-integrations/llms/llama-index-llms-sarvam/Makefile",
        "llama-index-integrations/llms/llama-index-llms-sglang/Makefile",
        "llama-index-integrations/llms/llama-index-llms-siliconflow/Makefile",
        "llama-index-integrations/llms/llama-index-llms-stepfun/Makefile",
        "llama-index-integrations/llms/llama-index-llms-together/Makefile",
        "llama-index-integrations/llms/llama-index-llms-upstage/Makefile",
        "llama-index-integrations/llms/llama-index-llms-vercel-ai-gateway/Makefile",
        "llama-index-integrations/llms/llama-index-llms-vertex/Makefile",
        "llama-index-integrations/llms/llama-index-llms-vllm/Makefile",
        "llama-index-integrations/llms/llama-index-llms-xinference/Makefile",
        "llama-index-integrations/llms/llama-index-llms-yi/Makefile",
        "llama-index-integrations/llms/llama-index-llms-you/Makefile",
        "llama-index-integrations/llms/llama-index-llms-zhipuai/Makefile",
        "llama-index-integrations/memory/llama-index-memory-bedrock-agentcore/Makefile",
        "llama-index-integrations/memory/llama-index-memory-mem0/Makefile",
        "llama-index-integrations/node_parser/llama-index-node-parser-alibabacloud-aisearch/Makefile",
        "llama-index-integrations/node_parser/llama-index-node-parser-docling/Makefile",
        "llama-index-integrations/node_parser/llama-index-node-parser-relational-dashscope/Makefile",
        "llama-index-integrations/node_parser/llama-index-node-parser-slide/Makefile",
        "llama-index-integrations/node_parser/llama-index-node-parser-topic/Makefile",
        "llama-index-integrations/observability/llama-index-observability-otel/Makefile",
        "llama-index-integrations/output_parsers/llama-index-output-parsers-guardrails/Makefile",
        "llama-index-integrations/output_parsers/llama-index-output-parsers-langchain/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-aimon-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-alibabacloud-aisearch-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-bedrock-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-cohere-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-colbert-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-colpali-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-dashscope-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-flag-embedding-reranker/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-flashrank-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-google-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-ibm/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-jinaai-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-longllmlingua/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-mixedbreadai-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-nvidia-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-openvino-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-pinecone-native-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-presidio/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-rankgpt-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-rankllm-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-sbert-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-siliconflow-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-tei-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/Makefile",
        "llama-index-integrations/postprocessor/llama-index-postprocessor-xinference-rerank/Makefile",
        "llama-index-integrations/program/llama-index-program-evaporate/Makefile",
        "llama-index-integrations/program/llama-index-program-guidance/Makefile",
        "llama-index-integrations/program/llama-index-program-lmformatenforcer/Makefile",
        "llama-index-integrations/protocols/llama-index-protocols-ag-ui/Makefile",
        "llama-index-integrations/question_gen/llama-index-question-gen-guidance/Makefile",
        "llama-index-integrations/readers/llama-index-readers-agent-search/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-cdk/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-gong/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-hubspot/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-salesforce/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-shopify/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-stripe/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-typeform/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airbyte-zendesk-support/Makefile",
        "llama-index-integrations/readers/llama-index-readers-airtable/Makefile",
        "llama-index-integrations/readers/llama-index-readers-alibabacloud-aisearch/Makefile",
        "llama-index-integrations/readers/llama-index-readers-apify/Makefile",
        "llama-index-integrations/readers/llama-index-readers-arango-db/Makefile",
        "llama-index-integrations/readers/llama-index-readers-asana/Makefile",
        "llama-index-integrations/readers/llama-index-readers-assemblyai/Makefile",
        "llama-index-integrations/readers/llama-index-readers-astra-db/Makefile",
        "llama-index-integrations/readers/llama-index-readers-athena/Makefile",
        "llama-index-integrations/readers/llama-index-readers-awadb/Makefile",
        "llama-index-integrations/readers/llama-index-readers-azcognitive-search/Makefile",
        "llama-index-integrations/readers/llama-index-readers-azstorage-blob/Makefile",
        "llama-index-integrations/readers/llama-index-readers-bagel/Makefile",
        "llama-index-integrations/readers/llama-index-readers-bilibili/Makefile",
        "llama-index-integrations/readers/llama-index-readers-bitbucket/Makefile",
        "llama-index-integrations/readers/llama-index-readers-boarddocs/Makefile",
        "llama-index-integrations/readers/llama-index-readers-box/Makefile",
        "llama-index-integrations/readers/llama-index-readers-chatgpt-plugin/Makefile",
        "llama-index-integrations/readers/llama-index-readers-chroma/Makefile",
        "llama-index-integrations/readers/llama-index-readers-confluence/Makefile",
        "llama-index-integrations/readers/llama-index-readers-couchbase/Makefile",
        "llama-index-integrations/readers/llama-index-readers-couchdb/Makefile",
        "llama-index-integrations/readers/llama-index-readers-dad-jokes/Makefile",
        "llama-index-integrations/readers/llama-index-readers-dashscope/Makefile",
        "llama-index-integrations/readers/llama-index-readers-dashvector/Makefile",
        "llama-index-integrations/readers/llama-index-readers-database/Makefile",
        "llama-index-integrations/readers/llama-index-readers-datasets/Makefile",
        "llama-index-integrations/readers/llama-index-readers-deeplake/Makefile",
        "llama-index-integrations/readers/llama-index-readers-discord/Makefile",
        "llama-index-integrations/readers/llama-index-readers-docling/Makefile",
        "llama-index-integrations/readers/llama-index-readers-docstring-walker/Makefile",
        "llama-index-integrations/readers/llama-index-readers-docugami/Makefile",
        "llama-index-integrations/readers/llama-index-readers-document360/Makefile",
        "llama-index-integrations/readers/llama-index-readers-earnings-call-transcript/Makefile",
        "llama-index-integrations/readers/llama-index-readers-elasticsearch/Makefile",
        "llama-index-integrations/readers/llama-index-readers-faiss/Makefile",
        "llama-index-integrations/readers/llama-index-readers-feedly-rss/Makefile",
        "llama-index-integrations/readers/llama-index-readers-feishu-docs/Makefile",
        "llama-index-integrations/readers/llama-index-readers-file/Makefile",
        "llama-index-integrations/readers/llama-index-readers-firebase-realtimedb/Makefile",
        "llama-index-integrations/readers/llama-index-readers-firestore/Makefile",
        "llama-index-integrations/readers/llama-index-readers-gcs/Makefile",
        "llama-index-integrations/readers/llama-index-readers-genius/Makefile",
        "llama-index-integrations/readers/llama-index-readers-gitbook/Makefile",
        "llama-index-integrations/readers/llama-index-readers-github/Makefile",
        "llama-index-integrations/readers/llama-index-readers-gitlab/Makefile",
        "llama-index-integrations/readers/llama-index-readers-google/Makefile",
        "llama-index-integrations/readers/llama-index-readers-gpt-repo/Makefile",
        "llama-index-integrations/readers/llama-index-readers-graphdb-cypher/Makefile",
        "llama-index-integrations/readers/llama-index-readers-graphql/Makefile",
        "llama-index-integrations/readers/llama-index-readers-guru/Makefile",
        "llama-index-integrations/readers/llama-index-readers-hatena-blog/Makefile",
        "llama-index-integrations/readers/llama-index-readers-hubspot/Makefile",
        "llama-index-integrations/readers/llama-index-readers-huggingface-fs/Makefile",
        "llama-index-integrations/readers/llama-index-readers-hwp/Makefile",
        "llama-index-integrations/readers/llama-index-readers-iceberg/Makefile",
        "llama-index-integrations/readers/llama-index-readers-imdb-review/Makefile",
        "llama-index-integrations/readers/llama-index-readers-intercom/Makefile",
        "llama-index-integrations/readers/llama-index-readers-jaguar/Makefile",
        "llama-index-integrations/readers/llama-index-readers-jira/Makefile",
        "llama-index-integrations/readers/llama-index-readers-joplin/Makefile",
        "llama-index-integrations/readers/llama-index-readers-json/Makefile",
        "llama-index-integrations/readers/llama-index-readers-kaltura/Makefile",
        "llama-index-integrations/readers/llama-index-readers-kibela/Makefile",
        "llama-index-integrations/readers/llama-index-readers-layoutir/Makefile",
        "llama-index-integrations/readers/llama-index-readers-lilac/Makefile",
        "llama-index-integrations/readers/llama-index-readers-linear/Makefile",
        "llama-index-integrations/readers/llama-index-readers-llama-parse/Makefile",
        "llama-index-integrations/readers/llama-index-readers-macrometa-gdn/Makefile",
        "llama-index-integrations/readers/llama-index-readers-make-com/Makefile",
        "llama-index-integrations/readers/llama-index-readers-mangadex/Makefile",
        "llama-index-integrations/readers/llama-index-readers-mangoapps-guides/Makefile",
        "llama-index-integrations/readers/llama-index-readers-maps/Makefile",
        "llama-index-integrations/readers/llama-index-readers-markitdown/MAKEFILE",
        "llama-index-integrations/readers/llama-index-readers-mbox/Makefile",
        "llama-index-integrations/readers/llama-index-readers-memos/Makefile",
        "llama-index-integrations/readers/llama-index-readers-metal/Makefile",
        "llama-index-integrations/readers/llama-index-readers-microsoft-onedrive/Makefile",
        "llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails/Makefile",
        "llama-index-integrations/readers/llama-index-readers-microsoft-outlook/Makefile",
        "llama-index-integrations/readers/llama-index-readers-microsoft-sharepoint/Makefile",
        "llama-index-integrations/readers/llama-index-readers-milvus/Makefile",
        "llama-index-integrations/readers/llama-index-readers-minio/Makefile",
        "llama-index-integrations/readers/llama-index-readers-mondaydotcom/Makefile",
        "llama-index-integrations/readers/llama-index-readers-mongodb/Makefile",
        "llama-index-integrations/readers/llama-index-readers-myscale/Makefile",
        "llama-index-integrations/readers/llama-index-readers-notion/Makefile",
        "llama-index-integrations/readers/llama-index-readers-nougat-ocr/Makefile",
        "llama-index-integrations/readers/llama-index-readers-obsidian/Makefile",
        "llama-index-integrations/readers/llama-index-readers-openalex/Makefile",
        "llama-index-integrations/readers/llama-index-readers-opendal/Makefile",
        "llama-index-integrations/readers/llama-index-readers-opensearch/Makefile",
        "llama-index-integrations/readers/llama-index-readers-oracleai/Makefile",
        "llama-index-integrations/readers/llama-index-readers-oxylabs/Makefile",
        "llama-index-integrations/readers/llama-index-readers-paddle-ocr/Makefile",
        "llama-index-integrations/readers/llama-index-readers-pandas-ai/Makefile",
        "llama-index-integrations/readers/llama-index-readers-papers/Makefile",
        "llama-index-integrations/readers/llama-index-readers-patentsview/Makefile",
        "llama-index-integrations/readers/llama-index-readers-pathway/Makefile",
        "llama-index-integrations/readers/llama-index-readers-pdb/Makefile",
        "llama-index-integrations/readers/llama-index-readers-pdf-marker/Makefile",
        "llama-index-integrations/readers/llama-index-readers-pdf-table/Makefile",
        "llama-index-integrations/readers/llama-index-readers-pebblo/Makefile",
        "llama-index-integrations/readers/llama-index-readers-preprocess/Makefile",
        "llama-index-integrations/readers/llama-index-readers-psychic/Makefile",
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                    "code": "push_recency",
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                      "days": 2
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                ],
                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "51/52 weeks with commits",
                "points": 35.3,
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                    "code": "commit_cadence_weeks",
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                      "weeks": 51
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                "key": "commit_volume",
                "name": "Commit volume",
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                "max_points": 18
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              {
                "key": "openssf_scorecard_maintained",
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                "detail": "OpenSSF Scorecard unavailable",
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                "status": "excluded",
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                "max_points": 10
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            "key": "release_discipline",
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            "note": null,
            "notes": [],
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              "releases_count": 100,
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              "days_since_latest_release": 23,
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                "key": "ships_releases",
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                    "code": "releases_published",
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                      "count": 100
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              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 23 days ago",
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                    "code": "release_recency",
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              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~17.1 days",
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                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 17.1
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                ],
                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
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                "status": "excluded",
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                  {
                    "code": "no_data",
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
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            "components": [
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                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 97,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "forks": 7772,
              "stars": 50927,
              "watchers": 281,
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              "growth_factor_pct": 100,
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            "components": [
              {
                "key": "stars",
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                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 50927
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
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                "details": [
                  {
                    "code": "forks",
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                      "count": 7772
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                  }
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "281 watchers",
                "points": 13.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 281
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
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              "has_contributing": true,
              "has_issue_template": false,
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              "has_pull_request_template": true
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            "components": [
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                "key": "readme",
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                "status": "met",
                "details": [],
                "max_points": 22.5
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              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                ],
                "max_points": 22.5
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                "key": "contributing_guide",
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                "status": "met",
                "details": [],
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              {
                "key": "code_of_conduct",
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                "points": 13.5,
                "status": "met",
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                "key": "issue_template",
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                "status": "missed",
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              {
                "key": "pr_template",
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 100,
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                "llama-index-core",
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              "dependents": null,
              "ecosystems": "pypi",
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            "components": [
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                "status": "met",
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                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
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                    "code": "not_reported_by_this_ecosystem",
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                ],
                "max_points": 20
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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                "key": "bus_factor",
                "name": "Bus factor",
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                    "code": "bus_factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "status": "partial",
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                    "code": "top_contributor_share",
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                ],
                "max_points": 22.5
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                "key": "contributor_breadth",
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                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
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                      "count": 100
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
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                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 10
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            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                    "code": "issues_closed_share",
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                      "share": 97
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "detail": "7904/9325 decided PRs merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
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                "status": "excluded",
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                ],
                "max_points": 15
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          {
            "key": "stewardship",
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            "notes": [],
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                "key": "ownership_backing",
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                "key": "verified_domain",
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                "status": "missed",
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                "key": "owner_reach",
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                "details": [
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                "key": "track_record",
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                    "code": "public_repos",
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                      "count": 139
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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                "key": "published_resolvable",
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                "max_points": 25
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                "key": "publish_recency",
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                    "code": "publish_recency",
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                ],
                "max_points": 35
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                "key": "version_history",
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                "points": 20,
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                "details": [
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
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            "components": [
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                "key": "ci_workflows",
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                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                      "count": 14
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                ],
                "max_points": 24
              },
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                "key": "tests_present",
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                "points": 24,
                "status": "met",
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "details": [
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                    "code": "file_list",
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                "key": "pre_commit_hooks",
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                "max_points": 9.6
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              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
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                "points": 0,
                "status": "excluded",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "agents",
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                "fine-tuning",
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                "llamaindex",
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                "vector-database",
                "multi-agents"
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
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                "max_points": 25
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                "key": "documentation_homepage_site",
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                "status": "met",
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              },
              {
                "key": "repository_description",
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                "points": 10,
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                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
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                "status": "met",
                "details": [
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                    "code": "topics_count",
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                ],
                "max_points": 10
              },
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                "key": "wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
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              {
                "code": "excluded_no_data",
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                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 100,
            "inputs": {
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              "manifests": [
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                "pyproject.toml"
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              "has_codeql_workflow": true,
              "has_security_policy": true,
              "has_dependabot_config": true
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
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                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "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": {}
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                "llama-index-integrations/postprocessor/llama-index-postprocessor-longllmlingua/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-mixedbreadai-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-nvidia-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-openvino-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-pinecone-native-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-presidio/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-rankgpt-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-rankllm-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-sbert-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-siliconflow-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-tei-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/Makefile",
                "llama-index-integrations/postprocessor/llama-index-postprocessor-xinference-rerank/Makefile",
                "llama-index-integrations/program/llama-index-program-evaporate/Makefile",
                "llama-index-integrations/program/llama-index-program-guidance/Makefile",
                "llama-index-integrations/program/llama-index-program-lmformatenforcer/Makefile",
                "llama-index-integrations/protocols/llama-index-protocols-ag-ui/Makefile",
                "llama-index-integrations/question_gen/llama-index-question-gen-guidance/Makefile",
                "llama-index-integrations/readers/llama-index-readers-agent-search/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-cdk/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-gong/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-hubspot/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-salesforce/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-shopify/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-stripe/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-typeform/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airbyte-zendesk-support/Makefile",
                "llama-index-integrations/readers/llama-index-readers-airtable/Makefile",
                "llama-index-integrations/readers/llama-index-readers-alibabacloud-aisearch/Makefile",
                "llama-index-integrations/readers/llama-index-readers-apify/Makefile",
                "llama-index-integrations/readers/llama-index-readers-arango-db/Makefile",
                "llama-index-integrations/readers/llama-index-readers-asana/Makefile",
                "llama-index-integrations/readers/llama-index-readers-assemblyai/Makefile",
                "llama-index-integrations/readers/llama-index-readers-astra-db/Makefile",
                "llama-index-integrations/readers/llama-index-readers-athena/Makefile",
                "llama-index-integrations/readers/llama-index-readers-awadb/Makefile",
                "llama-index-integrations/readers/llama-index-readers-azcognitive-search/Makefile",
                "llama-index-integrations/readers/llama-index-readers-azstorage-blob/Makefile",
                "llama-index-integrations/readers/llama-index-readers-bagel/Makefile",
                "llama-index-integrations/readers/llama-index-readers-bilibili/Makefile",
                "llama-index-integrations/readers/llama-index-readers-bitbucket/Makefile",
                "llama-index-integrations/readers/llama-index-readers-boarddocs/Makefile",
                "llama-index-integrations/readers/llama-index-readers-box/Makefile",
                "llama-index-integrations/readers/llama-index-readers-chatgpt-plugin/Makefile",
                "llama-index-integrations/readers/llama-index-readers-chroma/Makefile",
                "llama-index-integrations/readers/llama-index-readers-confluence/Makefile",
                "llama-index-integrations/readers/llama-index-readers-couchbase/Makefile",
                "llama-index-integrations/readers/llama-index-readers-couchdb/Makefile",
                "llama-index-integrations/readers/llama-index-readers-dad-jokes/Makefile",
                "llama-index-integrations/readers/llama-index-readers-dashscope/Makefile",
                "llama-index-integrations/readers/llama-index-readers-dashvector/Makefile",
                "llama-index-integrations/readers/llama-index-readers-database/Makefile",
                "llama-index-integrations/readers/llama-index-readers-datasets/Makefile",
                "llama-index-integrations/readers/llama-index-readers-deeplake/Makefile",
                "llama-index-integrations/readers/llama-index-readers-discord/Makefile",
                "llama-index-integrations/readers/llama-index-readers-docling/Makefile",
                "llama-index-integrations/readers/llama-index-readers-docstring-walker/Makefile",
                "llama-index-integrations/readers/llama-index-readers-docugami/Makefile",
                "llama-index-integrations/readers/llama-index-readers-document360/Makefile",
                "llama-index-integrations/readers/llama-index-readers-earnings-call-transcript/Makefile",
                "llama-index-integrations/readers/llama-index-readers-elasticsearch/Makefile",
                "llama-index-integrations/readers/llama-index-readers-faiss/Makefile",
                "llama-index-integrations/readers/llama-index-readers-feedly-rss/Makefile",
                "llama-index-integrations/readers/llama-index-readers-feishu-docs/Makefile",
                "llama-index-integrations/readers/llama-index-readers-file/Makefile",
                "llama-index-integrations/readers/llama-index-readers-firebase-realtimedb/Makefile",
                "llama-index-integrations/readers/llama-index-readers-firestore/Makefile",
                "llama-index-integrations/readers/llama-index-readers-gcs/Makefile",
                "llama-index-integrations/readers/llama-index-readers-genius/Makefile",
                "llama-index-integrations/readers/llama-index-readers-gitbook/Makefile",
                "llama-index-integrations/readers/llama-index-readers-github/Makefile",
                "llama-index-integrations/readers/llama-index-readers-gitlab/Makefile",
                "llama-index-integrations/readers/llama-index-readers-google/Makefile",
                "llama-index-integrations/readers/llama-index-readers-gpt-repo/Makefile",
                "llama-index-integrations/readers/llama-index-readers-graphdb-cypher/Makefile",
                "llama-index-integrations/readers/llama-index-readers-graphql/Makefile",
                "llama-index-integrations/readers/llama-index-readers-guru/Makefile",
                "llama-index-integrations/readers/llama-index-readers-hatena-blog/Makefile",
                "llama-index-integrations/readers/llama-index-readers-hubspot/Makefile",
                "llama-index-integrations/readers/llama-index-readers-huggingface-fs/Makefile",
                "llama-index-integrations/readers/llama-index-readers-hwp/Makefile",
                "llama-index-integrations/readers/llama-index-readers-iceberg/Makefile",
                "llama-index-integrations/readers/llama-index-readers-imdb-review/Makefile",
                "llama-index-integrations/readers/llama-index-readers-intercom/Makefile",
                "llama-index-integrations/readers/llama-index-readers-jaguar/Makefile",
                "llama-index-integrations/readers/llama-index-readers-jira/Makefile",
                "llama-index-integrations/readers/llama-index-readers-joplin/Makefile",
                "llama-index-integrations/readers/llama-index-readers-json/Makefile",
                "llama-index-integrations/readers/llama-index-readers-kaltura/Makefile",
                "llama-index-integrations/readers/llama-index-readers-kibela/Makefile",
                "llama-index-integrations/readers/llama-index-readers-layoutir/Makefile",
                "llama-index-integrations/readers/llama-index-readers-lilac/Makefile",
                "llama-index-integrations/readers/llama-index-readers-linear/Makefile",
                "llama-index-integrations/readers/llama-index-readers-llama-parse/Makefile",
                "llama-index-integrations/readers/llama-index-readers-macrometa-gdn/Makefile",
                "llama-index-integrations/readers/llama-index-readers-make-com/Makefile",
                "llama-index-integrations/readers/llama-index-readers-mangadex/Makefile",
                "llama-index-integrations/readers/llama-index-readers-mangoapps-guides/Makefile",
                "llama-index-integrations/readers/llama-index-readers-maps/Makefile",
                "llama-index-integrations/readers/llama-index-readers-markitdown/MAKEFILE",
                "llama-index-integrations/readers/llama-index-readers-mbox/Makefile",
                "llama-index-integrations/readers/llama-index-readers-memos/Makefile",
                "llama-index-integrations/readers/llama-index-readers-metal/Makefile",
                "llama-index-integrations/readers/llama-index-readers-microsoft-onedrive/Makefile",
                "llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails/Makefile",
                "llama-index-integrations/readers/llama-index-readers-microsoft-outlook/Makefile",
                "llama-index-integrations/readers/llama-index-readers-microsoft-sharepoint/Makefile",
                "llama-index-integrations/readers/llama-index-readers-milvus/Makefile",
                "llama-index-integrations/readers/llama-index-readers-minio/Makefile",
                "llama-index-integrations/readers/llama-index-readers-mondaydotcom/Makefile",
                "llama-index-integrations/readers/llama-index-readers-mongodb/Makefile",
                "llama-index-integrations/readers/llama-index-readers-myscale/Makefile",
                "llama-index-integrations/readers/llama-index-readers-notion/Makefile",
                "llama-index-integrations/readers/llama-index-readers-nougat-ocr/Makefile",
                "llama-index-integrations/readers/llama-index-readers-obsidian/Makefile",
                "llama-index-integrations/readers/llama-index-readers-openalex/Makefile",
                "llama-index-integrations/readers/llama-index-readers-opendal/Makefile",
                "llama-index-integrations/readers/llama-index-readers-opensearch/Makefile",
                "llama-index-integrations/readers/llama-index-readers-oracleai/Makefile",
                "llama-index-integrations/readers/llama-index-readers-oxylabs/Makefile",
                "llama-index-integrations/readers/llama-index-readers-paddle-ocr/Makefile",
                "llama-index-integrations/readers/llama-index-readers-pandas-ai/Makefile",
                "llama-index-integrations/readers/llama-index-readers-papers/Makefile",
                "llama-index-integrations/readers/llama-index-readers-patentsview/Makefile",
                "llama-index-integrations/readers/llama-index-readers-pathway/Makefile",
                "llama-index-integrations/readers/llama-index-readers-pdb/Makefile",
                "llama-index-integrations/readers/llama-index-readers-pdf-marker/Makefile",
                "llama-index-integrations/readers/llama-index-readers-pdf-table/Makefile",
                "llama-index-integrations/readers/llama-index-readers-pebblo/Makefile",
                "llama-index-integrations/readers/llama-index-readers-preprocess/Makefile",
                "llama-index-integrations/readers/llama-index-readers-psychic/Makefile",
                "llama-index-integrations/readers/llama-index-readers-qdrant/Makefile",
                "llama-index-integrations/readers/llama-index-readers-quip/Makefile",
                "llama-index-integrations/readers/llama-index-readers-rayyan/Makefile",
                "llama-index-integrations/readers/llama-index-readers-readwise/Makefile",
                "llama-index-integrations/readers/llama-index-readers-reddit/Makefile",
                "llama-index-integrations/readers/llama-index-readers-remote-depth/Makefile",
                "llama-index-integrations/readers/llama-index-readers-remote/Makefile",
                "llama-index-integrations/readers/llama-index-readers-s3/Makefile",
                "llama-index-integrations/readers/llama-index-readers-screenpipe/Makefile",
                "llama-index-integrations/readers/llama-index-readers-sec-filings/Makefile",
                "llama-index-integrations/readers/llama-index-readers-semanticscholar/Makefile",
                "llama-index-integrations/readers/llama-index-readers-service-now/Makefile",
                "llama-index-integrations/readers/llama-index-readers-singlestore/Makefile",
                "llama-index-integrations/readers/llama-index-readers-slack/Makefile",
                "llama-index-integrations/readers/llama-index-readers-smart-pdf-loader/Makefile",
                "llama-index-integrations/readers/llama-index-readers-snowflake/Makefile",
                "llama-index-integrations/readers/llama-index-readers-solr/Makefile",
                "llama-index-integrations/readers/llama-index-readers-spotify/Makefile",
                "llama-index-integrations/readers/llama-index-readers-stackoverflow/Makefile",
                "llama-index-integrations/readers/llama-index-readers-steamship/Makefile",
                "llama-index-integrations/readers/llama-index-readers-string-iterable/Makefile",
                "llama-index-integrations/readers/llama-index-readers-stripe-docs/Makefile",
                "llama-index-integrations/readers/llama-index-readers-structured-data/Makefile",
                "llama-index-integrations/readers/llama-index-readers-telegram/Makefile",
                "llama-index-integrations/readers/llama-index-readers-toggl/Makefile",
                "llama-index-integrations/readers/llama-index-readers-trello/Makefile",
                "llama-index-integrations/readers/llama-index-readers-twitter/Makefile",
                "llama-index-integrations/readers/llama-index-readers-txtai/Makefile",
                "llama-index-integrations/readers/llama-index-readers-upstage/Makefile",
                "llama-index-integrations/readers/llama-index-readers-weather/Makefile",
                "llama-index-integrations/readers/llama-index-readers-weaviate/Makefile",
                "llama-index-integrations/readers/llama-index-readers-web/Makefile",
                "llama-index-integrations/readers/llama-index-readers-whatsapp/Makefile",
                "llama-index-integrations/readers/llama-index-readers-whisper/Makefile",
                "llama-index-integrations/readers/llama-index-readers-wikipedia/Makefile",
                "llama-index-integrations/readers/llama-index-readers-wordlift/Makefile",
                "llama-index-integrations/readers/llama-index-readers-wordpress/Makefile",
                "llama-index-integrations/readers/llama-index-readers-youtube-transcript/Makefile",
                "llama-index-integrations/readers/llama-index-readers-zendesk/Makefile",
                "llama-index-integrations/readers/llama-index-readers-zep/Makefile",
                "llama-index-integrations/readers/llama-index-readers-zulip/Makefile",
                "llama-index-integrations/readers/llama-index-readers-zyte-serp/Makefile",
                "llama-index-integrations/response_synthesizers/llama-index-response-synthesizers-google/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-alletra-x10000/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-bedrock/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-bm25/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-duckdb-retriever/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-galaxia/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-kendra/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-mongodb-atlas-bm25-retriever/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-pathway/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-tldw/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-vectorize/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-vertexai-search/Makefile",
                "llama-index-integrations/retrievers/llama-index-retrievers-videodb/MAKEFILE",
                "llama-index-integrations/retrievers/llama-index-retrievers-you/Makefile",
                "llama-index-integrations/selectors/llama-index-selectors-notdiamond/Makefile",
                "llama-index-integrations/sparse_embeddings/llama-index-sparse-embeddings-fastembed/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azure/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosmongovcore/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosnosql/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-dynamodb/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-gel/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-mongo/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-opensearch/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-postgres/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-redis/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-sqlite/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-tablestore/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-upstash/Makefile",
                "llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-yugabytedb/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-azure/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-azurecosmosnosql/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-couchbase/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-duckdb/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-elasticsearch/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-firestore/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-gel/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-mongodb/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/Makefile",
                "llama-index-integrations/storage/docstore/llama-index-storage-docstore-tablestore/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-azure/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-azurecosmosnosql/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-couchbase/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-duckdb/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-dynamodb/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-elasticsearch/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-gel/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-mongodb/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-postgres/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-redis/Makefile",
                "llama-index-integrations/storage/index_store/llama-index-storage-index-store-tablestore/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azure/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azurecosmosnosql/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-couchbase/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-duckdb/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-dynamodb/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-elasticsearch/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-firestore/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-gel/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-mongodb/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-redis/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/Makefile",
                "llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-tablestore/Makefile",
                "llama-index-integrations/tools/llama-index-tools-agentql/Makefile",
                "llama-index-integrations/tools/llama-index-tools-airweave/Makefile",
                "llama-index-integrations/tools/llama-index-tools-artifact-editor/Makefile",
                "llama-index-integrations/tools/llama-index-tools-arxiv/Makefile",
                "llama-index-integrations/tools/llama-index-tools-aws-bedrock-agentcore/Makefile",
                "llama-index-integrations/tools/llama-index-tools-azure-code-interpreter/Makefile",
                "llama-index-integrations/tools/llama-index-tools-azure-cv/Makefile",
                "llama-index-integrations/tools/llama-index-tools-azure-speech/Makefile",
                "llama-index-integrations/tools/llama-index-tools-azure-translate/Makefile",
                "llama-index-integrations/tools/llama-index-tools-bing-search/Makefile",
                "llama-index-integrations/tools/llama-index-tools-box/Makefile",
                "llama-index-integrations/tools/llama-index-tools-brave-search/Makefile",
                "llama-index-integrations/tools/llama-index-tools-brightdata/Makefile",
                "llama-index-integrations/tools/llama-index-tools-cassandra/Makefile",
                "llama-index-integrations/tools/llama-index-tools-chatgpt-plugin/Makefile",
                "llama-index-integrations/tools/llama-index-tools-code-interpreter/Makefile",
                "llama-index-integrations/tools/llama-index-tools-cogniswitch/Makefile",
                "llama-index-integrations/tools/llama-index-tools-dappier/Makefile",
                "llama-index-integrations/tools/llama-index-tools-database/Makefile",
                "llama-index-integrations/tools/llama-index-tools-desearch/Makefile",
                "llama-index-integrations/tools/llama-index-tools-duckduckgo/Makefile",
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llama-index-integrations/readers/llama-index-readers-whatsapp/Makefile, llama-index-integrations/readers/llama-index-readers-whisper/Makefile, llama-index-integrations/readers/llama-index-readers-wikipedia/Makefile, llama-index-integrations/readers/llama-index-readers-wordlift/Makefile, llama-index-integrations/readers/llama-index-readers-wordpress/Makefile, llama-index-integrations/readers/llama-index-readers-youtube-transcript/Makefile, llama-index-integrations/readers/llama-index-readers-zendesk/Makefile, llama-index-integrations/readers/llama-index-readers-zep/Makefile, llama-index-integrations/readers/llama-index-readers-zulip/Makefile, llama-index-integrations/readers/llama-index-readers-zyte-serp/Makefile, llama-index-integrations/response_synthesizers/llama-index-response-synthesizers-google/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-alletra-x10000/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-bedrock/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-bm25/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-duckdb-retriever/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-galaxia/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-kendra/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-mongodb-atlas-bm25-retriever/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-pathway/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-tldw/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-vectorize/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-vertexai-search/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-videodb/MAKEFILE, llama-index-integrations/retrievers/llama-index-retrievers-you/Makefile, llama-index-integrations/selectors/llama-index-selectors-notdiamond/Makefile, 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llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-sqlite/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-tablestore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-upstash/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-yugabytedb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azure/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-couchbase/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-duckdb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-elasticsearch/Makefile, 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llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-couchbase/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-duckdb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-dynamodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-elasticsearch/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-firestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-gel/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-mongodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-redis/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-tablestore/Makefile, llama-index-integrations/tools/llama-index-tools-agentql/Makefile, llama-index-integrations/tools/llama-index-tools-airweave/Makefile, llama-index-integrations/tools/llama-index-tools-artifact-editor/Makefile, llama-index-integrations/tools/llama-index-tools-arxiv/Makefile, llama-index-integrations/tools/llama-index-tools-aws-bedrock-agentcore/Makefile, llama-index-integrations/tools/llama-index-tools-azure-code-interpreter/Makefile, llama-index-integrations/tools/llama-index-tools-azure-cv/Makefile, llama-index-integrations/tools/llama-index-tools-azure-speech/Makefile, llama-index-integrations/tools/llama-index-tools-azure-translate/Makefile, llama-index-integrations/tools/llama-index-tools-bing-search/Makefile, llama-index-integrations/tools/llama-index-tools-box/Makefile, llama-index-integrations/tools/llama-index-tools-brave-search/Makefile, llama-index-integrations/tools/llama-index-tools-brightdata/Makefile, llama-index-integrations/tools/llama-index-tools-cassandra/Makefile, llama-index-integrations/tools/llama-index-tools-chatgpt-plugin/Makefile, llama-index-integrations/tools/llama-index-tools-code-interpreter/Makefile, llama-index-integrations/tools/llama-index-tools-cogniswitch/Makefile, llama-index-integrations/tools/llama-index-tools-dappier/Makefile, llama-index-integrations/tools/llama-index-tools-database/Makefile, llama-index-integrations/tools/llama-index-tools-desearch/Makefile, llama-index-integrations/tools/llama-index-tools-duckduckgo/Makefile, llama-index-integrations/tools/llama-index-tools-elevenlabs/Makefile, llama-index-integrations/tools/llama-index-tools-exa/Makefile, llama-index-integrations/tools/llama-index-tools-finance/Makefile, llama-index-integrations/tools/llama-index-tools-google/Makefile, llama-index-integrations/tools/llama-index-tools-graphql/Makefile, llama-index-integrations/tools/llama-index-tools-ionic-shopping/Makefile, llama-index-integrations/tools/llama-index-tools-jina/Makefile, llama-index-integrations/tools/llama-index-tools-jira-issue/Makefile, llama-index-integrations/tools/llama-index-tools-jira/Makefile, llama-index-integrations/tools/llama-index-tools-linkup-research/Makefile, llama-index-integrations/tools/llama-index-tools-mcp-discovery/Makefile, llama-index-integrations/tools/llama-index-tools-mcp/Makefile, llama-index-integrations/tools/llama-index-tools-measurespace/Makefile, llama-index-integrations/tools/llama-index-tools-metaphor/Makefile, llama-index-integrations/tools/llama-index-tools-moss/Makefile, llama-index-integrations/tools/llama-index-tools-multion/Makefile, llama-index-integrations/tools/llama-index-tools-neo4j/Makefile, llama-index-integrations/tools/llama-index-tools-notion/Makefile, llama-index-integrations/tools/llama-index-tools-openai/Makefile, llama-index-integrations/tools/llama-index-tools-openapi/Makefile, llama-index-integrations/tools/llama-index-tools-parallel-web-systems/Makefile, llama-index-integrations/tools/llama-index-tools-playgrounds/Makefile, llama-index-integrations/tools/llama-index-tools-playwright/Makefile, llama-index-integrations/tools/llama-index-tools-python-file/Makefile, llama-index-integrations/tools/llama-index-tools-requests/Makefile, llama-index-integrations/tools/llama-index-tools-salesforce/Makefile, llama-index-integrations/tools/llama-index-tools-seltz/Makefile, llama-index-integrations/tools/llama-index-tools-serpex/Makefile, llama-index-integrations/tools/llama-index-tools-shopify/Makefile, llama-index-integrations/tools/llama-index-tools-slack/Makefile, llama-index-integrations/tools/llama-index-tools-tavily-research/Makefile, llama-index-integrations/tools/llama-index-tools-text-to-image/Makefile, llama-index-integrations/tools/llama-index-tools-typecast/Makefile, llama-index-integrations/tools/llama-index-tools-valyu/Makefile, llama-index-integrations/tools/llama-index-tools-vectara-query/Makefile, llama-index-integrations/tools/llama-index-tools-vector-db/Makefile, llama-index-integrations/tools/llama-index-tools-waii/Makefile, llama-index-integrations/tools/llama-index-tools-weather/Makefile, llama-index-integrations/tools/llama-index-tools-wikipedia/Makefile, llama-index-integrations/tools/llama-index-tools-wolfram-alpha/Makefile, llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile, llama-index-integrations/tools/llama-index-tools-yelp/Makefile, llama-index-integrations/tools/llama-index-tools-zapier/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-ApertureDB/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-mysql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-alibabacloud-opensearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-analyticdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-astra-db/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-awadb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-awsdocdb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azureaisearch/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosmongo/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurecosmosnosql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-bagel/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-bigquery/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-cassandra/Makefile, llama-index-integrations/vector_stores/llama-index-vector-stores-chroma/Makefile, 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llama-index-integrations/postprocessor/llama-index-postprocessor-google-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-ibm/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-jinaai-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-longllmlingua/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-mixedbreadai-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-nvidia-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-openvino-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-pinecone-native-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-presidio/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-rankgpt-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-rankllm-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-sbert-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-siliconflow-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-tei-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-voyageai-rerank/Makefile, llama-index-integrations/postprocessor/llama-index-postprocessor-xinference-rerank/Makefile, llama-index-integrations/program/llama-index-program-evaporate/Makefile, llama-index-integrations/program/llama-index-program-guidance/Makefile, llama-index-integrations/program/llama-index-program-lmformatenforcer/Makefile, llama-index-integrations/protocols/llama-index-protocols-ag-ui/Makefile, llama-index-integrations/question_gen/llama-index-question-gen-guidance/Makefile, llama-index-integrations/readers/llama-index-readers-agent-search/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-cdk/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-gong/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-hubspot/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-salesforce/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-shopify/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-stripe/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-typeform/Makefile, llama-index-integrations/readers/llama-index-readers-airbyte-zendesk-support/Makefile, llama-index-integrations/readers/llama-index-readers-airtable/Makefile, llama-index-integrations/readers/llama-index-readers-alibabacloud-aisearch/Makefile, llama-index-integrations/readers/llama-index-readers-apify/Makefile, llama-index-integrations/readers/llama-index-readers-arango-db/Makefile, llama-index-integrations/readers/llama-index-readers-asana/Makefile, llama-index-integrations/readers/llama-index-readers-assemblyai/Makefile, llama-index-integrations/readers/llama-index-readers-astra-db/Makefile, llama-index-integrations/readers/llama-index-readers-athena/Makefile, llama-index-integrations/readers/llama-index-readers-awadb/Makefile, llama-index-integrations/readers/llama-index-readers-azcognitive-search/Makefile, llama-index-integrations/readers/llama-index-readers-azstorage-blob/Makefile, llama-index-integrations/readers/llama-index-readers-bagel/Makefile, llama-index-integrations/readers/llama-index-readers-bilibili/Makefile, llama-index-integrations/readers/llama-index-readers-bitbucket/Makefile, llama-index-integrations/readers/llama-index-readers-boarddocs/Makefile, llama-index-integrations/readers/llama-index-readers-box/Makefile, llama-index-integrations/readers/llama-index-readers-chatgpt-plugin/Makefile, llama-index-integrations/readers/llama-index-readers-chroma/Makefile, llama-index-integrations/readers/llama-index-readers-confluence/Makefile, llama-index-integrations/readers/llama-index-readers-couchbase/Makefile, llama-index-integrations/readers/llama-index-readers-couchdb/Makefile, llama-index-integrations/readers/llama-index-readers-dad-jokes/Makefile, llama-index-integrations/readers/llama-index-readers-dashscope/Makefile, llama-index-integrations/readers/llama-index-readers-dashvector/Makefile, llama-index-integrations/readers/llama-index-readers-database/Makefile, llama-index-integrations/readers/llama-index-readers-datasets/Makefile, llama-index-integrations/readers/llama-index-readers-deeplake/Makefile, llama-index-integrations/readers/llama-index-readers-discord/Makefile, llama-index-integrations/readers/llama-index-readers-docling/Makefile, llama-index-integrations/readers/llama-index-readers-docstring-walker/Makefile, llama-index-integrations/readers/llama-index-readers-docugami/Makefile, llama-index-integrations/readers/llama-index-readers-document360/Makefile, llama-index-integrations/readers/llama-index-readers-earnings-call-transcript/Makefile, llama-index-integrations/readers/llama-index-readers-elasticsearch/Makefile, llama-index-integrations/readers/llama-index-readers-faiss/Makefile, llama-index-integrations/readers/llama-index-readers-feedly-rss/Makefile, llama-index-integrations/readers/llama-index-readers-feishu-docs/Makefile, llama-index-integrations/readers/llama-index-readers-file/Makefile, llama-index-integrations/readers/llama-index-readers-firebase-realtimedb/Makefile, llama-index-integrations/readers/llama-index-readers-firestore/Makefile, llama-index-integrations/readers/llama-index-readers-gcs/Makefile, llama-index-integrations/readers/llama-index-readers-genius/Makefile, llama-index-integrations/readers/llama-index-readers-gitbook/Makefile, llama-index-integrations/readers/llama-index-readers-github/Makefile, llama-index-integrations/readers/llama-index-readers-gitlab/Makefile, llama-index-integrations/readers/llama-index-readers-google/Makefile, llama-index-integrations/readers/llama-index-readers-gpt-repo/Makefile, llama-index-integrations/readers/llama-index-readers-graphdb-cypher/Makefile, llama-index-integrations/readers/llama-index-readers-graphql/Makefile, llama-index-integrations/readers/llama-index-readers-guru/Makefile, llama-index-integrations/readers/llama-index-readers-hatena-blog/Makefile, llama-index-integrations/readers/llama-index-readers-hubspot/Makefile, llama-index-integrations/readers/llama-index-readers-huggingface-fs/Makefile, llama-index-integrations/readers/llama-index-readers-hwp/Makefile, llama-index-integrations/readers/llama-index-readers-iceberg/Makefile, llama-index-integrations/readers/llama-index-readers-imdb-review/Makefile, llama-index-integrations/readers/llama-index-readers-intercom/Makefile, llama-index-integrations/readers/llama-index-readers-jaguar/Makefile, llama-index-integrations/readers/llama-index-readers-jira/Makefile, llama-index-integrations/readers/llama-index-readers-joplin/Makefile, llama-index-integrations/readers/llama-index-readers-json/Makefile, llama-index-integrations/readers/llama-index-readers-kaltura/Makefile, llama-index-integrations/readers/llama-index-readers-kibela/Makefile, llama-index-integrations/readers/llama-index-readers-layoutir/Makefile, llama-index-integrations/readers/llama-index-readers-lilac/Makefile, llama-index-integrations/readers/llama-index-readers-linear/Makefile, llama-index-integrations/readers/llama-index-readers-llama-parse/Makefile, llama-index-integrations/readers/llama-index-readers-macrometa-gdn/Makefile, llama-index-integrations/readers/llama-index-readers-make-com/Makefile, llama-index-integrations/readers/llama-index-readers-mangadex/Makefile, llama-index-integrations/readers/llama-index-readers-mangoapps-guides/Makefile, llama-index-integrations/readers/llama-index-readers-maps/Makefile, llama-index-integrations/readers/llama-index-readers-markitdown/MAKEFILE, llama-index-integrations/readers/llama-index-readers-mbox/Makefile, llama-index-integrations/readers/llama-index-readers-memos/Makefile, llama-index-integrations/readers/llama-index-readers-metal/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-onedrive/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-outlook/Makefile, llama-index-integrations/readers/llama-index-readers-microsoft-sharepoint/Makefile, llama-index-integrations/readers/llama-index-readers-milvus/Makefile, llama-index-integrations/readers/llama-index-readers-minio/Makefile, llama-index-integrations/readers/llama-index-readers-mondaydotcom/Makefile, llama-index-integrations/readers/llama-index-readers-mongodb/Makefile, llama-index-integrations/readers/llama-index-readers-myscale/Makefile, llama-index-integrations/readers/llama-index-readers-notion/Makefile, llama-index-integrations/readers/llama-index-readers-nougat-ocr/Makefile, llama-index-integrations/readers/llama-index-readers-obsidian/Makefile, llama-index-integrations/readers/llama-index-readers-openalex/Makefile, llama-index-integrations/readers/llama-index-readers-opendal/Makefile, llama-index-integrations/readers/llama-index-readers-opensearch/Makefile, llama-index-integrations/readers/llama-index-readers-oracleai/Makefile, llama-index-integrations/readers/llama-index-readers-oxylabs/Makefile, llama-index-integrations/readers/llama-index-readers-paddle-ocr/Makefile, llama-index-integrations/readers/llama-index-readers-pandas-ai/Makefile, llama-index-integrations/readers/llama-index-readers-papers/Makefile, llama-index-integrations/readers/llama-index-readers-patentsview/Makefile, llama-index-integrations/readers/llama-index-readers-pathway/Makefile, llama-index-integrations/readers/llama-index-readers-pdb/Makefile, llama-index-integrations/readers/llama-index-readers-pdf-marker/Makefile, llama-index-integrations/readers/llama-index-readers-pdf-table/Makefile, llama-index-integrations/readers/llama-index-readers-pebblo/Makefile, llama-index-integrations/readers/llama-index-readers-preprocess/Makefile, llama-index-integrations/readers/llama-index-readers-psychic/Makefile, llama-index-integrations/readers/llama-index-readers-qdrant/Makefile, llama-index-integrations/readers/llama-index-readers-quip/Makefile, llama-index-integrations/readers/llama-index-readers-rayyan/Makefile, llama-index-integrations/readers/llama-index-readers-readwise/Makefile, llama-index-integrations/readers/llama-index-readers-reddit/Makefile, llama-index-integrations/readers/llama-index-readers-remote-depth/Makefile, llama-index-integrations/readers/llama-index-readers-remote/Makefile, llama-index-integrations/readers/llama-index-readers-s3/Makefile, llama-index-integrations/readers/llama-index-readers-screenpipe/Makefile, llama-index-integrations/readers/llama-index-readers-sec-filings/Makefile, llama-index-integrations/readers/llama-index-readers-semanticscholar/Makefile, llama-index-integrations/readers/llama-index-readers-service-now/Makefile, llama-index-integrations/readers/llama-index-readers-singlestore/Makefile, llama-index-integrations/readers/llama-index-readers-slack/Makefile, llama-index-integrations/readers/llama-index-readers-smart-pdf-loader/Makefile, llama-index-integrations/readers/llama-index-readers-snowflake/Makefile, llama-index-integrations/readers/llama-index-readers-solr/Makefile, llama-index-integrations/readers/llama-index-readers-spotify/Makefile, llama-index-integrations/readers/llama-index-readers-stackoverflow/Makefile, llama-index-integrations/readers/llama-index-readers-steamship/Makefile, llama-index-integrations/readers/llama-index-readers-string-iterable/Makefile, llama-index-integrations/readers/llama-index-readers-stripe-docs/Makefile, llama-index-integrations/readers/llama-index-readers-structured-data/Makefile, llama-index-integrations/readers/llama-index-readers-telegram/Makefile, llama-index-integrations/readers/llama-index-readers-toggl/Makefile, llama-index-integrations/readers/llama-index-readers-trello/Makefile, llama-index-integrations/readers/llama-index-readers-twitter/Makefile, llama-index-integrations/readers/llama-index-readers-txtai/Makefile, llama-index-integrations/readers/llama-index-readers-upstage/Makefile, llama-index-integrations/readers/llama-index-readers-weather/Makefile, llama-index-integrations/readers/llama-index-readers-weaviate/Makefile, llama-index-integrations/readers/llama-index-readers-web/Makefile, llama-index-integrations/readers/llama-index-readers-whatsapp/Makefile, llama-index-integrations/readers/llama-index-readers-whisper/Makefile, llama-index-integrations/readers/llama-index-readers-wikipedia/Makefile, llama-index-integrations/readers/llama-index-readers-wordlift/Makefile, llama-index-integrations/readers/llama-index-readers-wordpress/Makefile, llama-index-integrations/readers/llama-index-readers-youtube-transcript/Makefile, llama-index-integrations/readers/llama-index-readers-zendesk/Makefile, llama-index-integrations/readers/llama-index-readers-zep/Makefile, llama-index-integrations/readers/llama-index-readers-zulip/Makefile, llama-index-integrations/readers/llama-index-readers-zyte-serp/Makefile, llama-index-integrations/response_synthesizers/llama-index-response-synthesizers-google/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-alletra-x10000/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-bedrock/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-bm25/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-duckdb-retriever/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-galaxia/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-kendra/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-mongodb-atlas-bm25-retriever/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-pathway/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-tldw/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-vectorize/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-vertexai-search/Makefile, llama-index-integrations/retrievers/llama-index-retrievers-videodb/MAKEFILE, llama-index-integrations/retrievers/llama-index-retrievers-you/Makefile, llama-index-integrations/selectors/llama-index-selectors-notdiamond/Makefile, llama-index-integrations/sparse_embeddings/llama-index-sparse-embeddings-fastembed/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azure/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosmongovcore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-azurecosmosnosql/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-dynamodb/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-gel/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-mongo/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-opensearch/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-postgres/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-redis/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-sqlite/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-tablestore/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-upstash/Makefile, llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-yugabytedb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azure/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-couchbase/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-duckdb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-dynamodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-elasticsearch/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-firestore/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-gel/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-mongodb/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-postgres/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-redis/Makefile, llama-index-integrations/storage/docstore/llama-index-storage-docstore-tablestore/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-azure/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-azurecosmosnosql/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-couchbase/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-duckdb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-dynamodb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-elasticsearch/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-gel/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-mongodb/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-postgres/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-redis/Makefile, llama-index-integrations/storage/index_store/llama-index-storage-index-store-tablestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azure/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-azurecosmosnosql/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-couchbase/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-duckdb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-dynamodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-elasticsearch/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-firestore/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-gel/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-mongodb/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-postgres/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-redis/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-s3/Makefile, llama-index-integrations/storage/kvstore/llama-index-storage-kvstore-tablestore/Makefile, 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