Публічний реєстрВинятковий
Звіт про здоров'я програмного забезпеченнясхема 0.31.0 · метрики 2.10.0 · 2026-08-04 23:58 UTC
run-llama / llama_index
LlamaIndex is the leading document agent and OCR platform
run-llama/llama_index має індекс здоров’я 100 зі 100, що відповідає смузі «Винятковий». Найвищий показник — Security (100/100), найнижчий — Sustainability & Governance (85/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 3 учасники.
100
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
100
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Зважений загальний бал 94 калібровано до 100 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Власність
LlamaIndexОрганізація
4 117 підписників144 публічні репозиторіїз квіт. 2023 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | llama-index | 0.14.23 | - | 503 | 41 день тому | llmnlpragdatadevtoolsindexretrieval |
| PyPI | llama-index-core | 0.14.23 | - | 256 | 41 день тому | llmnlpragdatadevtoolsindexretrieval |
| PyPI | llama-index-instrumentation | 0.5.0 | - | 9 | 145 днів тому | — |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
99
Активність розробки
99Винятковий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 35.3/36 | Ритм комітів — 51/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 979 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — немає даних |
Використані вхідні дані
| commits_last_year | 979 |
| human_commit_share | 0,83 |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Дисципліна релізів
100Винятковий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 41 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~17,1 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | v0.14.23 |
| releases_from_tags | ні |
| days_since_latest_release | 41 |
| mean_days_between_releases | 17,1 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
96
Популярність і впровадження
99Винятковий
Як обчислюється оцінка
| 60/60 | Зірки — 51 375 зірок |
| 25/25 | Форки — 7 872 форків |
| 13.6/15 | Спостерігачі — 281 спостерігачів |
Використані вхідні дані
| forks | 7 872 |
| stars | 51 375 |
| watchers | 281 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
92Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| readme_badges | 7 |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| readme_badge_services | github.com, shields.io |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
85
Як обчислюється оцінка
| 36/54 | Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів |
| 16/22.5 | Розподіл комітів — головний контриб’ютор — автор 29% комітів |
| 13.5/13.5 | Широта контриб’юторів — 98 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — немає даних |
Використані вхідні дані
| bus_factor | 3 |
| contributors_sampled | 98 |
| top_contributor_share | 0,288 |
Реактивність на issue та PR
78Добрий
Як обчислюється оцінка
| 40.8/42 | Вирішення issue — закрито 97% issue |
| 25.2/30 | Прийняття PR — злито 7 931/9 430 вирішених PR |
| 0.7/13 | Newcomer PR acceptance — злито 1/20 PR від новачків за 30 дн. |
| 0/15 | OpenSSF Scorecard: Code-Review — немає даних |
Використані вхідні дані
| merged_prs | 7 931 |
| open_issues | 201 |
| closed_issues | 7 030 |
| prs_merged_7d | 12 |
| prs_decided_7d | 46 |
| prs_merged_30d | 12 |
| prs_decided_30d | 49 |
| issue_closed_ratio | 0,972 |
| closed_unmerged_prs | 1 499 |
| first_time_authors_30d | 12 |
| first_time_prs_merged_30d | 1 |
| first_time_prs_decided_30d | 20 |
Власність та опіка
93Винятковий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен — статус підтвердженого домену для цієї організації не зчитано |
| 25/25 | Охоплення власника — 4 117 підписників у run-llama |
| 19.6/25 | Послужний список — 144 публічних репозиторіїв, вік облікового запису ~3 р. |
Використані вхідні дані
| followers | 4 117 |
| owner_type | Organization |
| is_verified | — |
| owner_login | run-llama |
| public_repos | 144 |
| account_age_days | 1 208 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Винятковий
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 3 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 41 дн. тому |
| 20/20 | Історія версій — 503 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | llama-index, llama-index-core, llama-index-instrumentation |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 41 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
91
Інженерні практики
92Відмінний
Як обчислюється оцінка
| 24/24 | Процеси CI — 14 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — ruff.toml |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — немає даних |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
90Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://developers.llamaindex.ai |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 10 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | agents, application, data, fine-tuning, framework, llamaindex, llm, rag, vector-database, multi-agents |
| has_wiki | ні |
| homepage | https://developers.llamaindex.ai |
| docs_site | https://developers.llamaindex.ai |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
100
Стан безпеки
100Винятковий
Як обчислюється оцінка
| 30/30 | Політика безпеки (SECURITY.md) |
| 25/25 | Конфігурація Dependabot |
| 25/25 | Файли фіксації залежностей — poetry.lock, uv.lock |
| 20/20 | Процес CodeQL |
Використані вхідні дані
| source | file_signals |
| lockfiles | poetry.lock, uv.lock |
| manifests | llama-dev/pyproject.toml, llama-index-core/pyproject.toml, llama-index-instrumentation/pyproject.toml, pyproject.toml |
| has_codeql_workflow | так |
| has_security_policy | так |
| has_dependabot_config | так |
Сповіщення про залежності
100Винятковий
Як обчислюється оцінка
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 67 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:llama-index@0.14.23 — тим, що тягне за собою встановлення опублікованого пакета, — 67 пакетів. Досяжність не аналізується.
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
94
Контекст і настанови для агентів
100Винятковий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — docs/src/content/docs/framework/understanding/putting_it_all_together/agents.md, docs/src/content/docs/framework/use_cases/agents.md |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 40/40 | Читабельна історія комітів — намір зазначено у 80 з 83 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | так |
| llms_txt_url | — |
| legible_history_share | 0,964 |
| agent_instruction_files | docs/src/content/docs/framework/understanding/putting_it_all_together/agents.md, docs/src/content/docs/framework/use_cases/agents.md |
| agent_instruction_max_bytes | 3 773 |
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — 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, 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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, 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 |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — ruff.toml |
| 11/11 | Статична перевірка типів — 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 |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 4/10 | Підтверджена практика роботи з агентами — 2 з останніх 100 комітів створено агентом або з його зазначенням |
| 8/8 | Автоматизоване супроводження — 16 з останніх 100 комітів — автоматичні оновлення залежностей |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — немає даних |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | poetry.lock, uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | 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, 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, 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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, 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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, 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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, 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, 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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, 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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 |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | 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, 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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, 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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 |
| agent_commit_share | 0,02 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,16 |
Читабельність коду для моделей
82Відмінний
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (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) |
| 54.8/55 | Керовані розміри файлів — 14/3 849 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 297 148 |
| source_files_sampled | 3 849 |
| oversized_source_files | 14 |
Машиночитні інтерфейси
100Винятковий
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) — не застосовно до цього типу програмного забезпечення |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples, notebooks |
Використані вхідні дані
| example_dirs | examples, notebooks |
| has_mcp_signal | так |
| api_schema_files | — |
| interfaces_expected_of | — |
Виключено з оцінювання (немає даних або не застосовно): Схема API (OpenAPI/GraphQL/proto). Залишкові ваги перенормовано.
Ключові факти
51 375зірок GitHub
98контриб'юторів
979комітів за останні 12 місяців
0днів від останнього пушу
100релізів
3бас-фактор
201відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- First-time contributor figures cover 12 of 35 authors (cap 12)
- Could not fetch pypi package 'llama-dev' from its registry
- GitHub dependency-graph SBOM request failed: GitHub API error 500 for /repos/run-llama/llama_index/dependency-graph/sbom
- OpenSSF Scorecard did not return a usable result (2026/08/04 23:57:08 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks
Докладніше
Історія зірок і форків 0 ★ / 7 872 ⇿
0Зірки
7 872Форки
5Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.
Мажорні 0Мінорні 0Патчі 5
Прямі залежності 39
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | click | — | llama-dev/pyproject.toml |
| PyPI | packaging | >=25.0 | llama-dev/pyproject.toml |
| PyPI | rich | >=14.0.0 | llama-dev/pyproject.toml |
| PyPI | tomli | >=2.2.1 | llama-dev/pyproject.toml |
| PyPI | SQLAlchemy | >=1.4.49 | llama-index-core/pyproject.toml |
| PyPI | dataclasses-json | — | llama-index-core/pyproject.toml |
| PyPI | deprecated | >=1.2.9.3 | llama-index-core/pyproject.toml |
| PyPI | fsspec | >=2023.5.0 | llama-index-core/pyproject.toml |
| PyPI | httpx | — | llama-index-core/pyproject.toml |
| PyPI | nest-asyncio | >=1.5.8,<2 | llama-index-core/pyproject.toml |
| PyPI | nltk | >=3.9.3 | llama-index-core/pyproject.toml |
| PyPI | numpy | — | llama-index-core/pyproject.toml |
| PyPI | tenacity | >=8.2.0,!=8.4.0,<10.0.0 | llama-index-core/pyproject.toml |
| PyPI | tiktoken | >=0.7.0 | llama-index-core/pyproject.toml |
| PyPI | typing-extensions | >=4.5.0 | llama-index-core/pyproject.toml |
| PyPI | typing-inspect | >=0.8.0 | llama-index-core/pyproject.toml |
| PyPI | requests | >=2.31.0 | llama-index-core/pyproject.toml |
| PyPI | aiohttp | >=3.8.6,<4 | llama-index-core/pyproject.toml |
| PyPI | networkx | >=3.0 | llama-index-core/pyproject.toml |
| PyPI | dirtyjson | >=1.0.8,<2 | llama-index-core/pyproject.toml |
| PyPI | tqdm | >=4.66.1,<5 | llama-index-core/pyproject.toml |
| PyPI | pillow | >=9.0.0 | llama-index-core/pyproject.toml |
| PyPI | PyYAML | >=6.0.1 | llama-index-core/pyproject.toml |
| PyPI | wrapt | — | llama-index-core/pyproject.toml |
| PyPI | pydantic | >=2.8.0 | llama-index-core/pyproject.toml |
| PyPI | filetype | >=1.2.0,<2 | llama-index-core/pyproject.toml |
| PyPI | eval-type-backport | >=0.2.0,<0.3 | llama-index-core/pyproject.toml |
| PyPI | banks | >=2.3.0,<3 | llama-index-core/pyproject.toml |
| PyPI | aiosqlite | — | llama-index-core/pyproject.toml |
| PyPI | llama-index-workflows | >=2.14.0,<3 | llama-index-core/pyproject.toml |
| PyPI | setuptools | >=80.9.0 | llama-index-core/pyproject.toml |
| PyPI | platformdirs | — | llama-index-core/pyproject.toml |
| PyPI | tinytag | >=2.2.0 | llama-index-core/pyproject.toml |
| PyPI | deprecated | >=1.2.18 | llama-index-instrumentation/pyproject.toml |
| PyPI | pydantic | >=2.11.5 | llama-index-instrumentation/pyproject.toml |
| PyPI | llama-index-core | >=0.14.23,<0.15.0 | pyproject.toml |
| PyPI | llama-index-embeddings-openai | >=0.6.0,<0.7 | pyproject.toml |
| PyPI | llama-index-llms-openai | >=0.7.0,<0.8 | pyproject.toml |
| PyPI | nltk | >=3.9.3 | pyproject.toml |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM request failed: GitHub API error 500 for /repos/run-llama/llama_index/dependency-graph/sbom
Сповіщення про залежності 0
Встановлення pypi:llama-index@0.14.23 тягне 67 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.
Жодне відоме сповіщення не стосується оцінених залежностей.
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
Звіт у форматі JSON машиночитний
Зворотний зв’язок
Помітили щось хибне у цьому звіті або маєте чим поділитися? Неправильні вимірювання, непомічені інструменти, ідеї, запитання — усе доречно. Кожне повідомлення читається й отримує відповідь.
Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.10.0, схема v0.31.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.