bespokelabsai / curator

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.

Кожна точка охоплює 2 днів.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 22 прямих і 226 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Встановлення pypi:bespokelabs-curator@0.1.29 тягне 114 пакетів, прямих і транзитивних: 5 мають відомі сповіщення, з них 1 — прямі залежності.

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.

{
  "data": {
    "repo": {
      "topics": [
        "synthetic-data",
        "agents",
        "llm",
        "prompt",
        "python",
        "synthetic-dataset-generation",
        "deep-learning",
        "fine-tuning",
        "instruction-tuning",
        "machine-learning",
        "natural-language-processing"
      ],
      "is_fork": false,
      "size_kb": 67439,
      "has_wiki": true,
      "homepage": "https://docs.bespokelabs.ai/bespoke-curator",
      "languages": {
        "Shell": 117,
        "Python": 841964,
        "Makefile": 914,
        "JavaScript": 1315
      },
      "pushed_at": "2026-07-22T14:53:26Z",
      "created_at": "2024-10-28T01:11:41Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T18:48:46Z",
      "description": "Synthetic data curation for post-training and structured data extraction",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "bespokelabs.ai",
      "name": "Bespoke Labs",
      "type": "Organization",
      "login": "bespokelabsai",
      "company": null,
      "location": "United States of America",
      "followers": 128,
      "avatar_url": "https://avatars.githubusercontent.com/u/167806754?v=4",
      "created_at": "2024-04-22T18:08:06Z",
      "is_verified": null,
      "public_repos": 17,
      "account_age_days": 825
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.1.27",
          "kind": "patch",
          "published_at": "2026-03-15T17:57:15Z"
        },
        {
          "tag": "v0.1.26",
          "kind": "patch",
          "published_at": "2025-07-29T18:39:32Z"
        },
        {
          "tag": "v0.1.25",
          "kind": "patch",
          "published_at": "2025-05-30T17:59:06Z"
        },
        {
          "tag": "v0.1.24",
          "kind": "patch",
          "published_at": "2025-05-06T16:45:57Z"
        },
        {
          "tag": "v0.1.23.post1",
          "kind": "other",
          "published_at": "2025-04-11T23:11:14Z"
        },
        {
          "tag": "v0.1.23",
          "kind": "patch",
          "published_at": "2025-04-11T16:28:58Z"
        },
        {
          "tag": "v0.1.22",
          "kind": "patch",
          "published_at": "2025-03-31T06:56:51Z"
        },
        {
          "tag": "v0.1.21",
          "kind": "patch",
          "published_at": "2025-03-19T23:21:12Z"
        },
        {
          "tag": "v0.1.20",
          "kind": "patch",
          "published_at": "2025-02-28T19:30:56Z"
        },
        {
          "tag": "v0.1.19.post1",
          "kind": "other",
          "published_at": "2025-02-26T20:26:21Z"
        },
        {
          "tag": "0.1.19",
          "kind": "patch",
          "published_at": "2025-02-17T20:23:39Z"
        },
        {
          "tag": "v0.1.18.post4",
          "kind": "other",
          "published_at": "2025-02-07T06:10:50Z"
        },
        {
          "tag": "v0.1.18",
          "kind": "patch",
          "published_at": "2025-02-06T00:03:36Z"
        },
        {
          "tag": "v0.1.17.post1",
          "kind": "other",
          "published_at": "2025-01-30T17:02:37Z"
        },
        {
          "tag": "v0.1.17",
          "kind": "patch",
          "published_at": "2025-01-28T22:54:22Z"
        },
        {
          "tag": "v0.1.16",
          "kind": "patch",
          "published_at": "2025-01-21T19:33:23Z"
        },
        {
          "tag": "v0.1.15.post1",
          "kind": "other",
          "published_at": "2025-01-15T16:06:49Z"
        },
        {
          "tag": "v0.1.15",
          "kind": "patch",
          "published_at": "2025-01-14T22:59:51Z"
        },
        {
          "tag": "v0.1.14",
          "kind": "patch",
          "published_at": "2025-01-07T02:32:10Z"
        },
        {
          "tag": "0.1.13",
          "kind": "patch",
          "published_at": "2024-12-23T07:42:07Z"
        },
        {
          "tag": "v0.1.12",
          "kind": "patch",
          "published_at": "2024-12-17T06:51:50Z"
        },
        {
          "tag": "v0.1.11",
          "kind": "patch",
          "published_at": "2024-12-06T04:47:35Z"
        },
        {
          "tag": "v0.1.10",
          "kind": "patch",
          "published_at": "2024-11-26T23:39:01Z"
        },
        {
          "tag": "v0.1.9.post1",
          "kind": "other",
          "published_at": "2024-11-19T19:53:23Z"
        },
        {
          "tag": "v0.1.9",
          "kind": "patch",
          "published_at": "2024-11-16T00:24:17Z"
        },
        {
          "tag": "v0.1.8",
          "kind": "patch",
          "published_at": "2024-11-15T01:08:59Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "461b4170b96690873a152e829185a920a941b960",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump 0.1.29 (#728)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-07-13T12:16:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "08e42e726f193772f58230db5abd326b7c1b5b45",
          "body": "Adds a native `backend=\"azure\"` batch request processor, since Azure OpenAI\nwas previously only reachable via the litellm backend, which doesn't support\nbatch mode. Batch was already supported natively for OpenAI, Anthropic,\nGemini, and Mistral, but not Azure.\n\nAzure's OpenAI-compatible \"v1\" API sur\n[…]\ncrosoft's current official\ndocumentation, and the integration test is left @pytest.mark.skip()-decorated\npending a run against a real resource.\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add native Azure OpenAI batch backend (#538) (#727)",
          "author_name": "EpicSRN021",
          "author_login": "EpicSRN021",
          "committed_at": "2026-07-13T02:00:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b346fdf5810987be4426a6785ac4a6cb44b3bf35",
          "body": "… (#725)\n\naiohttp.ClientSession ignores HTTP_PROXY/HTTPS_PROXY/ALL_PROXY unless\ntrust_env=True is set explicitly, unlike requests/httpx. Since the shared\nonline request path posts directly via aiohttp rather than the anthropic\nSDK client, proxy env vars were silently ignored, causing timeouts or\ndir\n[…]\nonments.\n\nSets trust_env=True on the shared aiohttp session used by all online\nrequest processors, and adds a regression test asserting the session\ncreated by aiohttp_connector trusts the environment.",
          "is_bot": false,
          "headline": "fix: honor system proxy env vars for Anthropic online requests (#699)…",
          "author_name": "EpicSRN021",
          "author_login": "EpicSRN021",
          "committed_at": "2026-07-13T01:59:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d5e247cb53f1dff8e18cb12afd854e18fe8277d",
          "body": "litellm 1.83.7 exact-pins its transitive deps, so this also moves openai 2.28.0->2.30.0 and aiohttp 3.13.3->3.13.5, and pins pydantic 2.12.5, click 8.1.8, jsonschema 4.23.0, importlib-metadata 8.5.0, and python-dotenv 1.0.1 (pydantic-core and typer follow to stay compatible).",
          "is_bot": false,
          "headline": "chore: upgrade litellm to 1.83.7 (#722)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-06-21T06:14:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e69044de34e8800622aaf496befa5725d8d0992",
          "body": null,
          "is_bot": false,
          "headline": "Add Mistral batch finish reasons (#717)",
          "author_name": "Blackdrome",
          "author_login": "09Catho",
          "committed_at": "2026-06-20T22:45:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e0f6a800b6747ead70226151ef9bce199bd8c17",
          "body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump 0.1.28 (#721)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-06-14T02:38:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "be028ec3eef41e4296dc37c4a85b52ef48a8cacd",
          "body": "* Fix code execution on the local sandbox backend\n\nSince #716, CodeExecutor with the default \"local\" backend always failed:\nthe command `cd /workspace && ...` escapes the sandbox path rebasing.\nHost-style sandbox backends (local, ray) map absolute paths under a temp\n$SANDBOX_ROOT via a shell prelude\n[…]\nocker/e2b/modal/ray/... backends, mostly unexercised here) entered the\ncoverage denominator and dropped the total from 79.5% to ~72%, tripping\nthe 80% gate. Measure only curator's own package instead.",
          "is_bot": false,
          "headline": "Fix code execution on the local sandbox backend (#720)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-06-11T06:09:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f060e1a8e3a2f7fd5f007145ec1fa1ed31377d00",
          "body": "* Add FireworksTrainer for managed fine-tuning via Fireworks AI\n\nAdds a Fireworks AI integration to the finetune module behind the same\nBaseTrainer interface as TinkerTrainer:\n\n- FireworksTrainerConfig: validated SFT hyperparameters (LoRA rank,\n  epochs, learning rate) plus deployment and polling se\n[…]\ne Fable 5 <noreply@anthropic.com>\n\n* Announce Fireworks fine-tuning integration in README\n\nAdd a What's New entry and a Finetuning/Distillation examples table row\nfor the FireworksTrainer integration.",
          "is_bot": false,
          "headline": "Add FireworksTrainer for managed fine-tuning via Fireworks AI (#719)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-06-11T05:56:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8f26600e0a6b41f5fc1098ac2d4f22fe0ec95b97",
          "body": "* Replace code execution backends with bespokelabs-sandbox\n\nRemove the four built-in execution backends (multiprocessing, docker, ray, e2b)\nand replace them with a single unified backend powered by bespokelabs-sandbox.\nThis delegates sandbox lifecycle, isolation, and multi-provider support to the\nsa\n[…]\n unit tests with fake sandbox for all error paths\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Use bespokelabs-sandbox to run code in sandboxes (#716)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-28T05:18:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cb11a56c87fb1939baf60f35e9cb93a85227d1e7",
          "body": null,
          "is_bot": false,
          "headline": "Clean up dead code (#715)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-18T03:54:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa05930bdf00f506e9880d5576462c0e63b8275f",
          "body": null,
          "is_bot": false,
          "headline": "Fix simple_poem and use Sonnet 4.6 for multimodal testing (#714)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-17T07:17:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5af79b856f4c01de5117154f2d27a7750478223e",
          "body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Break long line to satisfy ruff E501 lint rule",
          "author_name": "Maheswaran Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-16T17:40:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "25a7eb60cca4fa2c9c3a12edeab1e00fdb1ee32c",
          "body": "external_model_cost returns None when the provider isn't in the cost map,\ncausing a TypeError when multiplying None by 1_000_000.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: Handle None cost values in batch request processor set_model_cost",
          "author_name": "Maheswaran Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-16T15:43:43Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "99191e679cac9d9187b07fb746e7536570be92da",
          "body": "* Fix poem finetuning example and Tinker compatibility\n\n* Fix Tinker kwargs handling and poem example lint",
          "is_bot": false,
          "headline": "Fix poem finetuning example and Tinker compatibility (#712)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-16T05:12:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "734cf7b9299236c367163a43365c1b77d6ec885c",
          "body": "Upgrade litellm (1.61.3 → 1.82.2), anthropic (0.47.2 → 0.84.0),\ninstructor (1.7.2 → 1.14.5), aiofiles (23.2.1 → 25.1.0), and other\ndependencies to their latest compatible versions. Add Tinker fine-tuning\nintegration to the What's New section in README.\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: upgrade dependencies and add Tinker to What's New (#711)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-15T17:54:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c819655a89c0f28a3917ffe1d38dd16602ccf75a",
          "body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump 0.1.27",
          "author_name": "Maheswaran Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-14T23:02:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fd50653eb213fd1b7783fe68313270c1245733b1",
          "body": "…ith curator (#710)\n\n* Code clean up\n\n* feat: add Tinker SDK integration for LoRA fine-tuning with checkpointing\n\nIntegrate the Tinker SDK to enable real LoRA fine-tuning via the Tinker\nAPI. When a TINKER_API_KEY is provided and the tinker package is installed,\ntraining runs against the Tinker servi\n[…]\nready logged by per-step logging, preventing duplicate entries\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Add support for Tinker for finetuning after data is generated w…",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-03-14T22:56:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2b1904edd4f5381e3e8f97d06b177797e621c74b",
          "body": null,
          "is_bot": false,
          "headline": "Code clean up (#708)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-01-24T03:36:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43bd04115756c889f4222a655075d6bdcc700fe6",
          "body": "* feat: add support for Claude 4.x and 3.7 models\n\nAdd multimodal and JSON format support for new Anthropic models:\n- Claude 4.5: sonnet, haiku, opus (claude-{model}-4-5-{date})\n- Claude 4.0/4.1: sonnet, opus (claude-{model}-4-{date})\n- Claude 3.7: sonnet (claude-3-7-sonnet-{date})\n\n🤖 Generated with\n[…]\nx variants)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add support for Claude 4.x and 3.7 models (#704)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-01-24T03:35:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88cd9777396befea3cd6c2d751966b5c6daea04a",
          "body": null,
          "is_bot": false,
          "headline": "Update README.md (#707)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2026-01-22T00:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70dbf3ea9dce241ebf43bc81158c5094d5076231",
          "body": null,
          "is_bot": false,
          "headline": "Fixed LiteLLM multi-hosted_vllm request address mixture. (#701)",
          "author_name": "Mehmet Yigit Turali",
          "author_login": "YigitTurali",
          "committed_at": "2026-01-05T07:25:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b41961db08c0c0beebeb4fa7b15cc6d032cf99d",
          "body": null,
          "is_bot": false,
          "headline": "fix broken tests (#706)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2025-12-30T18:46:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ee17108290535324abbdb64b91aab0a13fdf801",
          "body": null,
          "is_bot": false,
          "headline": "ref: add version tag in lib (#696)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-07-10T13:56:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8389f4c6ee2150f845c27211505356a5ad474a2e",
          "body": "* feat: auto batch mode\n\n* update test\n\n* fix test\n\n* ref: update auto batch size algorithm\n\n* ref: update algorihtm",
          "is_bot": false,
          "headline": "feat: auto batch mode (#691)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-25T18:50:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a232eea348882edb16beecd4fe79e4262795165",
          "body": "Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>",
          "is_bot": false,
          "headline": "fix: resolve Pydantic issues (#689)",
          "author_name": "Emmanuel Ferdman",
          "author_login": "emmanuel-ferdman",
          "committed_at": "2025-06-13T11:15:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d26eb509d8817998ca8b327382040daf6361f16d",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump 0.1.26 (#686)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-06T17:36:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf559d8d368f35aaf68da4a485b485211c0623d2",
          "body": "* ref: refactor agent\n\n* fix: agent resume with stopping criterion\n\n* update\n\n* update",
          "is_bot": false,
          "headline": "Ref agent multiturn minor (#685)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-06T03:42:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "411f5054101b5a99685a69f3ce5cf8842940ee6b",
          "body": "* ref: check structured outputs support with litellm\n\n* update\n\n* update",
          "is_bot": false,
          "headline": "ref: check structured outputs support with litellm (#683)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-04T18:14:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "645de4015b175c49949d489dc56fd08009d93bd9",
          "body": "* fix torch error\n\n* modify test\n\n* ruff",
          "is_bot": false,
          "headline": "fix error when torch isn't installed (#663)",
          "author_name": "Shreyas Pimpalgaonkar",
          "author_login": "shreyaspimpalgaonkar",
          "committed_at": "2025-06-04T15:36:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70f2e8960145a2b59053dac0da17af25762dcc8b",
          "body": null,
          "is_bot": false,
          "headline": "feat: add stopping criteron in agent (#684)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-04T06:13:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92ab260097cf048e47c239a88cf5b08f4b605bff",
          "body": "Co-authored-by: TheDude <kartik4949@gmail.com>",
          "is_bot": false,
          "headline": "If the model is not known, let the cost be None. (#681)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2025-06-03T22:45:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd48e77aa5f0f06c64e81d51c625ad079a6adbc",
          "body": "* feat: add support to download dataset from viewer\n\n* add parquest support in load daatset\n\n* update",
          "is_bot": false,
          "headline": "feat: add support to download dataset from viewer (#652)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-02T03:44:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4973e66378383669a9d9fdd1d4e2ef4fb24da67c",
          "body": null,
          "is_bot": false,
          "headline": "fix: viewer url bug in curator response (#682)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-06-01T16:48:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d517c881645ad9a9805fc9c19f89e2a1ed05b24a",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump 0.1.25 (#680)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-30T16:54:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fe4f7b8bd18bede83ee37e7b69fdde3b1df45da",
          "body": "* Add o3 to list of models supporting structured outputs\n\n* Add o3 to list of models supporting structured output.",
          "is_bot": false,
          "headline": "Add o3 to list of models supporting structured outputs (#679)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2025-05-30T16:36:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05e9d7666b87cb762022e3447e27035f3d3c9ab9",
          "body": null,
          "is_bot": false,
          "headline": "Delete HOSTED_CURATOR_VIEWER environment variable. (#674)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2025-05-24T02:23:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5904fe71287d393265ea579fdf00a1238e59153",
          "body": "* feat: add curator viewer in agent\n\n* endh",
          "is_bot": false,
          "headline": "Feat/add/curator/link/agent (#672)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-23T17:34:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6f04b03b08a7321fbd69e96ea02fff19c1bf9e6",
          "body": "* make agentic curation response format as openai\n\n* update example\n\n* update",
          "is_bot": false,
          "headline": "make agentic curation response format as openai (#673)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-23T06:16:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd21a1fc3b38103afdb8c3d0b9ee7524025eda79",
          "body": "* feat: add response object in agent\n\n* update test",
          "is_bot": false,
          "headline": "feat: add response object in agent (#671)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-23T03:23:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86338af9d306fa8d5594ea541cb84d5ba8294694",
          "body": null,
          "is_bot": false,
          "headline": "updated examples (#670)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-23T00:57:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd2cf6ad7546c1343d46edb663d163c31307cdab",
          "body": "I prefer to \"return\" as soon as possible.\nOtherwise, it's possible that one sets _request_processor at some place, but it gets modified erroneously elsewhere before returning at the very end.",
          "is_bot": false,
          "headline": "Clean up _factory.py (#668)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2025-05-23T00:38:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "269d133a07790b5fecec5636b116ca708dc37eb2",
          "body": null,
          "is_bot": false,
          "headline": "update agentic multi turn example (#667)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-22T21:47:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d05fc9c6da1b688d4d4b59a9d5dc99149574a9d4",
          "body": "* feat: add agentic conversation curator\n\n* feat: add agentic conversation curator\n\n* feat: add conversation support in multiturn\n\n* feat: status tracker and cost\n\n* update\n\n* update\n\n* update\n\n* update example\n\n* ruff",
          "is_bot": false,
          "headline": "Feat/agentic/multiturn (#658)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-21T13:03:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ae417e5cab5891bb39d8c0afeb1e13aa71a3bb1",
          "body": "* perf: make download batch lazy in gemini processor\n\n* ref: add support for cache dir in gemini batch gcs\n\n* perf: reduce memory footprint of batch in gemini\n\n* ref: add chunk streaming in batch mode\n\n* handle non async download returns",
          "is_bot": false,
          "headline": "perf: make download batch lazy in gemini processor (#654)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-20T00:59:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b54a9dc450d2ecd1a5edb06df8f5b499e3c38c3e",
          "body": "Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>",
          "is_bot": false,
          "headline": "fix: migrate to `logger.warning` (#666)",
          "author_name": "Emmanuel Ferdman",
          "author_login": "emmanuel-ferdman",
          "committed_at": "2025-05-13T05:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bde5473e51256c87cd6f0e252114c595620093e6",
          "body": "* feat: add example of prescription extraction\n\n* add readme\n\n* update example",
          "is_bot": false,
          "headline": "feat: add example of prescription extraction (#661)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-07T17:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c45485912faa1d63ffec137919525a806cd439ab",
          "body": "* init on submitted batch statistics account, not yet tested\n\n* checkpoint progress\n\n* update pbar for batch status tracker\n\n* fix test curator cli display",
          "is_bot": false,
          "headline": "Fix/curator-cli-batch-update-freq-increase (#632)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-05-06T22:13:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00ce9759ad69a1442ccc0b90bbaaa871dd78d255",
          "body": "* Feat/openai/deepseek api\n\nfeat: make structured output supported in openai online for deepseek-reasoner model\n\n* deepseek samples to code-execution/math-animation\n\n* fix ruff format checked failed\n\n* fix math-animation/generate_script.py\nit should be the \"scripts_dataset\" to save and push_to_hub",
          "is_bot": false,
          "headline": "Feat/openai/deepseek api (#640)",
          "author_name": "feng lui",
          "author_login": "fenglui",
          "committed_at": "2025-05-06T22:11:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dd2d25928837a59162870f1a251dccd94d7346c",
          "body": null,
          "is_bot": false,
          "headline": "docs: revert lint changes",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-05-06T18:58:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31e46115458a44feb7dbc9d01092fc59ddad40a0",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix typo",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-05-06T18:58:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "940c04b3d2f138b348b7287b814a0fbb81219071",
          "body": null,
          "is_bot": false,
          "headline": "docs: small tweaks",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-05-06T18:58:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0da9c8291a51853a75371db1a547efda3c49cc4",
          "body": null,
          "is_bot": false,
          "headline": "docs: clean up wording",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-05-06T18:58:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fdecd96627e2b5b0745312394e2cab984b2d7b27",
          "body": null,
          "is_bot": false,
          "headline": "fix: small typo in doc",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-05-05T21:19:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67c617cf14495c94935ee12014a8c18c6458ca54",
          "body": null,
          "is_bot": false,
          "headline": "docs: updated README with authentication",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-05-05T21:19:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5b551ac0a4b253d1ee5bbb41d5408501b585ab2",
          "body": "* init\n\n* update curator response\n\n* update tests\n\n* feat: add warning in curator response",
          "is_bot": false,
          "headline": "feat: add response object in curator (#643)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-05T12:45:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0aae819fcac6c7d184ab3462f6a0641c4dad410",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump 0.1.24 (#659)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-02T07:21:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "401f689f2b31b51cf572815933098d83783bf680",
          "body": "* ref: support anthropic backend for multimodal input\n\n* ref: remove openai multimodal check",
          "is_bot": false,
          "headline": "ref: support anthropic backend for multimodal input (#656)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-05-02T06:36:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e30df6791da2b422d54e7059b1351aa5b648b63",
          "body": null,
          "is_bot": false,
          "headline": "ref: check job state before download in gemini (#646)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-22T13:52:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cd80238f1d4539b24bb5db5fa3b8ce0339702ef",
          "body": null,
          "is_bot": false,
          "headline": "Update anthropic_online_request_processor.py (#649)",
          "author_name": "Ryan Marten",
          "author_login": "RyanMarten",
          "committed_at": "2025-04-22T08:31:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5537f1b30b293db4b6024de65b1ff417f1121264",
          "body": "* feature: set dtype flag\n\n* add type annotation for dtype\n\n* fix: initialize dtype attribute in BaseOfflineRequestProcessor to resolve AttributeError",
          "is_bot": false,
          "headline": "feature: set dtype flag (#645)",
          "author_name": "Aakash Thatte",
          "author_login": "sky-2002",
          "committed_at": "2025-04-22T06:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d24b8fef799d78dcf9fe2ae325ae5be695e5cce",
          "body": "* add display fixes for batch\n\n* fix cost processor not using batch cost\n\n* fix batch=True cost calculation for all providers\n\n* moved cost processor to base class",
          "is_bot": false,
          "headline": "fix/final_statistics_display_fixes (#644)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-04-17T20:16:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44b32861a94112b00d2147c03cc410cb17b23bef",
          "body": null,
          "is_bot": false,
          "headline": "feat: add gpt-4.1 structured output mapping",
          "author_name": "Mithil Poojary",
          "author_login": "Mithil467",
          "committed_at": "2025-04-17T13:26:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0157982d27094127a37417595d725d0937f6be74",
          "body": null,
          "is_bot": false,
          "headline": "feat: add gpt-4.1 structured output mapping",
          "author_name": "Mithil Poojary",
          "author_login": "Mithil467",
          "committed_at": "2025-04-17T13:26:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f125f23916ce52545b0390c2d271acf137e53df",
          "body": null,
          "is_bot": false,
          "headline": "cost streaming for batch (#638)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-16T11:00:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff1c12392fb2dd9b3d0bacd423a5684eedd71b85",
          "body": null,
          "is_bot": false,
          "headline": "feat: fix batch mode structure outputs bug (#639)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-15T13:16:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d69e2a6849641d4aa844ad9a3714882c88c9418d",
          "body": null,
          "is_bot": false,
          "headline": "add gpt 4.1 structured output support from curator (#637)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-04-15T13:10:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e19ec4c7aaefdd17369fecbb8633e121ddb4490b",
          "body": null,
          "is_bot": false,
          "headline": "feat: add flag to disable metadata db (#583)",
          "author_name": "Shreyas Pimpalgaonkar",
          "author_login": "shreyaspimpalgaonkar",
          "committed_at": "2025-04-15T10:42:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "373adbbf3eeecc260e314524be94210fefbb5552",
          "body": null,
          "is_bot": false,
          "headline": "update metadata schema with cost",
          "author_name": "TheDude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-15T01:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acd64fe3cda2f3e72678f5c9b8d3c2e702738c3d",
          "body": null,
          "is_bot": false,
          "headline": "improve projected total, projected remaining UI (#631)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-04-14T05:32:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52f08e95323b7da08a6f950fd41aee3ad14c1bb4",
          "body": "* First round of updates on the documentation.\n\n* Updates",
          "is_bot": false,
          "headline": "Update README to add new updates and a better example (#628)",
          "author_name": "Mahesh Sathiamoorthy",
          "author_login": "madiator",
          "committed_at": "2025-04-13T21:22:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6088431ba1185e01a82e34970f3e9bfcf3d3529",
          "body": "* fix deepseek rpm\n\n* make semaphore release",
          "is_bot": false,
          "headline": "Fix/deepseek/rpm (#630)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-13T17:59:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b506f59167c24c41cf6e431fd8e76463d3b57b0c",
          "body": null,
          "is_bot": false,
          "headline": "add fixes for rpm display and frequent tqdm update for tqdm (#629)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-04-13T08:38:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7542d8f33c168d4ec0777dba5a008562993839f2",
          "body": null,
          "is_bot": false,
          "headline": "bump: 0.1.23.post1",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T23:19:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4ed48a9b463bf2c7c49ca07e0e5d0c36701db29",
          "body": null,
          "is_bot": false,
          "headline": "ref: remove curator viewer related code",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T23:19:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4486f7b8fc01f86c57c5871fd6a1d2207bf97ab5",
          "body": null,
          "is_bot": false,
          "headline": "fix: set CURATOR_VIEWER=\"true\" in push_to_viewer",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8d96b318483a9c935c9f4d35b17707095b30337",
          "body": null,
          "is_bot": false,
          "headline": "fix: exclude flaky litellm cost requests",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ecd7e27fe9bb8b8470467373fb22c86efeb3a2ce",
          "body": null,
          "is_bot": false,
          "headline": "fix: conftest to use none",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fedc315c9ebb02dced0037ed94f328f08f4f9446",
          "body": null,
          "is_bot": false,
          "headline": "fix: lint",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "305b6f487b153269202910b3fa3039c8ad7d3e30",
          "body": null,
          "is_bot": false,
          "headline": "fix: add more robust assertions for tests",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17137b193e2adf0fb4fc03d6d846128287f71273",
          "body": null,
          "is_bot": false,
          "headline": "fix: gemini batch error",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c3c9becaf6d0e479cc3a286d562bebfb47b5600",
          "body": null,
          "is_bot": false,
          "headline": "fix: gemini batch test",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63e60e57b508a92e885dd5a97828206ab34d793c",
          "body": null,
          "is_bot": false,
          "headline": "fix: failing tests",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c97f51a44c066386ae72d530247dee4c60fb9cc7",
          "body": null,
          "is_bot": false,
          "headline": "fix: auto confirmation tests",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1327735693facf44b04295d660f346deb9f6046",
          "body": null,
          "is_bot": false,
          "headline": "feat: ask users to confirm during batch cancellation",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1add9eed87abc17dd45761fed605d3080d68f674",
          "body": null,
          "is_bot": false,
          "headline": "fix: address some comments",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c34a7b31b66e1ed9f8a41ec7c831f36683ad69bc",
          "body": null,
          "is_bot": false,
          "headline": "fix: failing test by repatching",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c52b8b5618db0bdc1da1cd5fc28a5b65146dfb10",
          "body": null,
          "is_bot": false,
          "headline": "fix: lint",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c430319adca77e74ccc45ce6aa77162555a530f6",
          "body": null,
          "is_bot": false,
          "headline": "fix: multiple bugs in batch cancellation logic + add tests",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ade0e99cd51d06a412b2ba2e86f8f5f7b67dc80",
          "body": null,
          "is_bot": false,
          "headline": "fix: cancel does not any arguments, remove working_dir",
          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75d09dcd37aa7a1014f67705c28ee09ee17e110d",
          "body": null,
          "is_bot": false,
          "headline": "bump 0.1.23 (#625)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-11T06:38:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db241310127d35c506a616dae1ad1f1da1cbbd61",
          "body": null,
          "is_bot": false,
          "headline": "update (#621)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-10T17:43:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eddd131b9655bcf2a10107b7d01da66902314a7f",
          "body": null,
          "is_bot": false,
          "headline": "Disable loud log (#624)",
          "author_name": "Ryan Marten",
          "author_login": "RyanMarten",
          "committed_at": "2025-04-10T16:42:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b30cd17ea55cd3e46be776126c12d13595aaf7d3",
          "body": "* feat: make long lived requests support in openai online for deepseek\n\n* fix: update rstrip in baseurl online processor\n\n* update semaphore\n\n* update error msg",
          "is_bot": false,
          "headline": "Feat/openai/deepseek api (#579)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-08T14:41:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c3ecfbd2fb921e63df0086079d5783b8f198fa0",
          "body": "* feat: add failed requests jsonl\n\n* fix\n\n* fix test",
          "is_bot": false,
          "headline": "feat: add failed requests jsonl (#615)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-08T12:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d516a59041b507d555bcb3dc645ae88186ae083e",
          "body": "* update config map\n\n* update output costs and rate limits\n\n* update new meta models and fix deepseek model",
          "is_bot": false,
          "headline": "Add llama4 models from klusterAI (#622)",
          "author_name": "Shreyas Pimpalgaonkar",
          "author_login": "shreyaspimpalgaonkar",
          "committed_at": "2025-04-08T11:41:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab907705e096ad17cf1b9c59d149557859ede9c4",
          "body": "* feat: fix gemini batch parts key missing\n\n* ref: handle recitation logic for gemini batch\n\n* ref: serialize citatoins\n\n* update",
          "is_bot": false,
          "headline": "feat: fix gemini batch parts key missing (#612)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
          "committed_at": "2025-04-06T19:03:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c68f36b44a5cbc6cfcb579444b4eac024a242b1",
          "body": "* update config map\n\n* update output costs and rate limits",
          "is_bot": false,
          "headline": "update config map for kluster (#620)",
          "author_name": "Shreyas Pimpalgaonkar",
          "author_login": "shreyaspimpalgaonkar",
          "committed_at": "2025-04-06T19:01:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1c355e053fc519ea6f196843b86a5a10910cf98",
          "body": "feat: improve tqdm CLI display and batch tracking; unify cost calc; update env flags\n\n- Init tqdm CLI display with checkpointing\n- Add logger viewer link, message format, and refresh interval variable for logger\n- Fix and unify batch cost/statistics calculation via status tracker\n- Support online mo\n[…]\nUpdate environment flag to CURATOR_DISABLE_RICH_DISPLAY and document all flags\n- Revert test comments; update tests for resubmitted batches\n- General fixes: linting, imports, RPM calc, and test passes",
          "is_bot": false,
          "headline": "feat/env-disable-rich-cli (#600)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-04-05T07:18:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2461788b2e03e762df448a753c50dd04b079fc71",
          "body": null,
          "is_bot": false,
          "headline": "remove split from card template (#619)",
          "author_name": "Daniel van Strien",
          "author_login": "davanstrien",
          "committed_at": "2025-04-04T16:40:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae6fbf3de271a8dbce9c5f56bdf6638d15353e03",
          "body": "* new curator cli gif",
          "is_bot": false,
          "headline": "Update curator rich cli gif  (#617)",
          "author_name": "Charlie Cheng-Jie Ji",
          "author_login": "CharlieJCJ",
          "committed_at": "2025-04-03T19:49:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 26,
      "commits_last_year": 22,
      "latest_release_at": "2026-03-15T17:57:15Z",
      "latest_release_tag": "v0.1.27",
      "releases_from_tags": false,
      "days_since_last_push": 4,
      "active_weeks_last_year": 9,
      "days_since_latest_release": 133,
      "mean_days_between_releases": 42.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "bespokelabs-curator",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "ai",
            "curator",
            "bespoke",
            "License :: OSI Approved :: Apache Software License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/bespokelabs-curator/",
          "is_deprecated": false,
          "latest_version": "0.1.29",
          "repository_url": "https://github.com/bespokelabsai/curator",
          "versions_count": 57,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 25080,
          "first_published_at": "2024-11-06T21:25:39.101920Z",
          "latest_published_at": "2026-07-13T12:17:52.112306Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 13
        }
      ]
    },
    "popularity": {
      "forks": 143,
      "stars": 1704,
      "watchers": 11,
      "fork_history": {
        "days": [
          {
            "date": "2024-11-14",
            "count": 1
          },
          {
            "date": "2024-11-16",
            "count": 1
          },
          {
            "date": "2024-12-14",
            "count": 1
          },
          {
            "date": "2024-12-22",
            "count": 1
          },
          {
            "date": "2024-12-28",
            "count": 1
          },
          {
            "date": "2024-12-31",
            "count": 1
          },
          {
            "date": "2025-01-05",
            "count": 1
          },
          {
            "date": "2025-01-07",
            "count": 1
          },
          {
            "date": "2025-01-15",
            "count": 5
          },
          {
            "date": "2025-01-16",
            "count": 8
          },
          {
            "date": "2025-01-17",
            "count": 2
          },
          {
            "date": "2025-01-18",
            "count": 2
          },
          {
            "date": "2025-01-20",
            "count": 2
          },
          {
            "date": "2025-01-22",
            "count": 3
          },
          {
            "date": "2025-01-23",
            "count": 2
          },
          {
            "date": "2025-01-25",
            "count": 2
          },
          {
            "date": "2025-01-26",
            "count": 1
          },
          {
            "date": "2025-01-28",
            "count": 1
          },
          {
            "date": "2025-01-29",
            "count": 1
          },
          {
            "date": "2025-01-30",
            "count": 1
          },
          {
            "date": "2025-01-31",
            "count": 2
          },
          {
            "date": "2025-02-01",
            "count": 1
          },
          {
            "date": "2025-02-02",
            "count": 1
          },
          {
            "date": "2025-02-03",
            "count": 1
          },
          {
            "date": "2025-02-04",
            "count": 1
          },
          {
            "date": "2025-02-05",
            "count": 1
          },
          {
            "date": "2025-02-06",
            "count": 3
          },
          {
            "date": "2025-02-10",
            "count": 2
          },
          {
            "date": "2025-02-14",
            "count": 2
          },
          {
            "date": "2025-02-16",
            "count": 1
          },
          {
            "date": "2025-02-18",
            "count": 1
          },
          {
            "date": "2025-02-20",
            "count": 1
          },
          {
            "date": "2025-02-21",
            "count": 1
          },
          {
            "date": "2025-02-26",
            "count": 1
          },
          {
            "date": "2025-02-27",
            "count": 2
          },
          {
            "date": "2025-03-05",
            "count": 1
          },
          {
            "date": "2025-03-08",
            "count": 1
          },
          {
            "date": "2025-03-09",
            "count": 1
          },
          {
            "date": "2025-03-11",
            "count": 2
          },
          {
            "date": "2025-03-12",
            "count": 1
          },
          {
            "date": "2025-03-13",
            "count": 1
          },
          {
            "date": "2025-03-16",
            "count": 3
          },
          {
            "date": "2025-03-20",
            "count": 2
          },
          {
            "date": "2025-03-25",
            "count": 1
          },
          {
            "date": "2025-03-28",
            "count": 3
          },
          {
            "date": "2025-03-29",
            "count": 1
          },
          {
            "date": "2025-04-02",
            "count": 3
          },
          {
            "date": "2025-04-03",
            "count": 2
          },
          {
            "date": "2025-04-09",
            "count": 1
          },
          {
            "date": "2025-04-10",
            "count": 1
          },
          {
            "date": "2025-04-14",
            "count": 1
          },
          {
            "date": "2025-04-16",
            "count": 1
          },
          {
            "date": "2025-04-18",
            "count": 1
          },
          {
            "date": "2025-04-23",
            "count": 3
          },
          {
            "date": "2025-04-28",
            "count": 2
          },
          {
            "date": "2025-05-03",
            "count": 1
          },
          {
            "date": "2025-05-07",
            "count": 1
          },
          {
            "date": "2025-05-15",
            "count": 1
          },
          {
            "date": "2025-05-25",
            "count": 1
          },
          {
            "date": "2025-05-28",
            "count": 1
          },
          {
            "date": "2025-06-09",
            "count": 1
          },
          {
            "date": "2025-06-13",
            "count": 1
          },
          {
            "date": "2025-06-19",
            "count": 1
          },
          {
            "date": "2025-06-26",
            "count": 1
          },
          {
            "date": "2025-06-30",
            "count": 1
          },
          {
            "date": "2025-07-01",
            "count": 1
          },
          {
            "date": "2025-07-03",
            "count": 1
          },
          {
            "date": "2025-07-06",
            "count": 1
          },
          {
            "date": "2025-07-13",
            "count": 1
          },
          {
            "date": "2025-07-30",
            "count": 1
          },
          {
            "date": "2025-08-05",
            "count": 1
          },
          {
            "date": "2025-08-11",
            "count": 1
          },
          {
            "date": "2025-08-28",
            "count": 1
          },
          {
            "date": "2025-09-09",
            "count": 1
          },
          {
            "date": "2025-09-28",
            "count": 1
          },
          {
            "date": "2025-10-11",
            "count": 1
          },
          {
            "date": "2025-10-16",
            "count": 1
          },
          {
            "date": "2025-11-03",
            "count": 1
          },
          {
            "date": "2025-11-06",
            "count": 1
          },
          {
            "date": "2025-11-16",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 1
          },
          {
            "date": "2025-11-23",
            "count": 1
          },
          {
            "date": "2025-11-26",
            "count": 1
          },
          {
            "date": "2025-12-12",
            "count": 1
          },
          {
            "date": "2026-01-02",
            "count": 1
          },
          {
            "date": "2026-01-09",
            "count": 1
          },
          {
            "date": "2026-01-22",
            "count": 1
          },
          {
            "date": "2026-01-23",
            "count": 1
          },
          {
            "date": "2026-01-25",
            "count": 1
          },
          {
            "date": "2026-01-26",
            "count": 1
          },
          {
            "date": "2026-02-08",
            "count": 1
          },
          {
            "date": "2026-02-25",
            "count": 1
          },
          {
            "date": "2026-03-01",
            "count": 1
          },
          {
            "date": "2026-03-13",
            "count": 1
          },
          {
            "date": "2026-03-14",
            "count": 1
          },
          {
            "date": "2026-03-25",
            "count": 1
          },
          {
            "date": "2026-04-20",
            "count": 1
          },
          {
            "date": "2026-04-21",
            "count": 1
          },
          {
            "date": "2026-04-27",
            "count": 1
          },
          {
            "date": "2026-05-01",
            "count": 1
          },
          {
            "date": "2026-05-08",
            "count": 1
          },
          {
            "date": "2026-06-10",
            "count": 1
          },
          {
            "date": "2026-06-15",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 1
          },
          {
            "date": "2026-07-16",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 141,
        "total_forks": 143
      },
      "star_history": null,
      "open_issues_and_prs": 71
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 35987,
      "source_files_sampled": 175,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [
          {
            "name": "litellm",
            "direct": true,
            "version": "1.83.7",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-4g5m-c9r5-49xf",
              "GHSA-4xpc-pv4p-pm3w",
              "GHSA-7488-6r32-c95q",
              "GHSA-qrc4-49gv-mv9m",
              "GHSA-wpfp-gwwc-vwq6",
              "GHSA-wxxx-gvqv-xp7p",
              "PYSEC-2026-2598",
              "PYSEC-2026-2600",
              "PYSEC-2026-2601",
              "PYSEC-2026-3476"
            ],
            "fixed_version": "1.84.0",
            "advisory_count": 12,
            "oldest_advisory_days": 76
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.13.5",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2fqr-mr3j-6wp8",
              "GHSA-4fvr-rgm6-gqmc",
              "GHSA-4m7w-qmgq-4wj5",
              "GHSA-63hw-fmq6-xxg2",
              "GHSA-9x8q-7h8h-wcw9",
              "GHSA-g3cq-j2xw-wf74",
              "GHSA-hg6j-4rv6-33pg",
              "GHSA-hpj7-wq8m-9hgp",
              "GHSA-jg22-mg44-37j8",
              "GHSA-m6qw-4cw2-hm4m"
            ],
            "fixed_version": "3.14.1",
            "advisory_count": 22,
            "oldest_advisory_days": 54
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.1.8",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 87
          },
          {
            "name": "google-cloud-aiplatform",
            "direct": false,
            "version": "1.71.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": null,
            "advisory_ids": [
              "GHSA-wh2j-26j7-9728",
              "PYSEC-2026-2500"
            ],
            "fixed_version": "1.133.0",
            "advisory_count": 2,
            "oldest_advisory_days": 156
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.0.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.6,
            "advisory_ids": [
              "GHSA-mf9w-mj56-hr94",
              "PYSEC-2026-2270"
            ],
            "fixed_version": "1.2.2",
            "advisory_count": 2,
            "oldest_advisory_days": 97
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 3,
          "critical": 1,
          "moderate": 1
        },
        "advisory_count": 39,
        "affected_count": 5,
        "assessed_count": 114,
        "malicious_count": 0,
        "assessed_package": "pypi:bespokelabs-curator@0.1.29",
        "unassessed_count": 0,
        "direct_affected_count": 1
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.9.2"
        },
        {
          "name": "datasets",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^3.0.2"
        },
        {
          "name": "instructor",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.6.3"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "2.2.2"
        },
        {
          "name": "xxhash",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^3.5.0"
        },
        {
          "name": "tqdm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^4.67.0"
        },
        {
          "name": "matplotlib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^3.9.2"
        },
        {
          "name": "nest-asyncio",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.6.0"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^13.7.0"
        },
        {
          "name": "litellm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "1.83.7"
        },
        {
          "name": "tiktoken",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.7.0"
        },
        {
          "name": "aiofiles",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=22.0,<26.0"
        },
        {
          "name": "anthropic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^0.84.0"
        },
        {
          "name": "vertexai",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "1.71.1"
        },
        {
          "name": "vllm",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^0.6.3"
        },
        {
          "name": "bespokelabs-sandbox",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "0.1.1"
        },
        {
          "name": "tinker",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^0.8.0"
        },
        {
          "name": "posthog",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^3.11.0"
        },
        {
          "name": "mistralai",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.5.1"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "aiofiles",
            "direct": true,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": true,
            "version": "0.84.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bespokelabs-sandbox",
            "direct": true,
            "version": "0.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "datasets",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "datasets",
            "direct": true,
            "version": "3.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "datasets",
            "direct": true,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "instructor",
            "direct": true,
            "version": "1.14.5",
            "ecosystem": "pypi"
          },
          {
            "name": "litellm",
            "direct": true,
            "version": "1.83.7",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": true,
            "version": "3.10.8",
            "ecosystem": "pypi"
          },
          {
            "name": "mistralai",
            "direct": true,
            "version": "1.12.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio",
            "direct": true,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "2.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "posthog",
            "direct": true,
            "version": "3.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "13.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": true,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tinker",
            "direct": true,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": true,
            "version": "4.67.3",
            "ecosystem": "pypi"
          },
          {
            "name": "vertexai",
            "direct": true,
            "version": "1.71.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vllm",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "vllm",
            "direct": true,
            "version": "0.6.6.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": true,
            "version": "3.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "accelerate",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aiohappyeyeballs",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp",
            "direct": false,
            "version": "3.13.5",
            "ecosystem": "pypi"
          },
          {
            "name": "aiohttp-cors",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aiosignal",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "airportsdata",
            "direct": false,
            "version": "20260304",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "aryn-sdk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "astor",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "async-timeout",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backoff",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-tarfile",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bespokelabs-curator",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "bespokelabs-curator",
            "direct": false,
            "version": "0.1.16",
            "ecosystem": "pypi"
          },
          {
            "name": "blake3",
            "direct": false,
            "version": "1.0.8",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.2.25",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgv",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": false,
            "version": "3.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "colorful",
            "direct": false,
            "version": "0.5.8",
            "ecosystem": "pypi"
          },
          {
            "name": "compressed-tensors",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "46.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "deepspeed",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "depyf",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.3.8",
            "ecosystem": "pypi"
          },
          {
            "name": "diskcache",
            "direct": false,
            "version": "5.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.22.4",
            "ecosystem": "pypi"
          },
          {
            "name": "einops",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "eval-type-backport",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "faiss-cpu",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fastapi",
            "direct": false,
            "version": "0.135.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastuuid",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.25.2",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.62.1",
            "ecosystem": "pypi"
          },
          {
            "name": "frozenlist",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": "2025.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gguf",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.25.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.49.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-aiplatform",
            "direct": false,
            "version": "1.71.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery",
            "direct": false,
            "version": "3.40.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-core",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-resource-manager",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-storage",
            "direct": false,
            "version": "2.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-crc32c",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-resumable-media",
            "direct": false,
            "version": "2.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.73.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpc-google-iam-v1",
            "direct": false,
            "version": "0.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.78.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": false,
            "version": "1.71.2",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h2",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hf-xet",
            "direct": false,
            "version": "1.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "hpack",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httptools",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "huggingface-hub",
            "direct": false,
            "version": "1.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperframe",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "identify",
            "direct": false,
            "version": "2.6.17",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.11",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "interegular",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "invoke",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "5.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": false,
            "version": "25.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "langchain",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-experimental",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "langchain-openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "lark",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "latex2sympy2",
            "direct": false,
            "version": "1.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "lm-format-enforcer",
            "direct": false,
            "version": "0.10.12",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistral-common",
            "direct": false,
            "version": "1.5.6",
            "ecosystem": "pypi"
          },
          {
            "name": "monotonic",
            "direct": false,
            "version": "1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "10.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mpmath",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "msgpack",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "msgspec",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multiprocess",
            "direct": false,
            "version": "0.70.16",
            "ecosystem": "pypi"
          },
          {
            "name": "networkx",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nh3",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "1.26.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cublas-cu12",
            "direct": false,
            "version": "12.4.5.8",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-cupti-cu12",
            "direct": false,
            "version": "12.4.127",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-nvrtc-cu12",
            "direct": false,
            "version": "12.4.127",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cuda-runtime-cu12",
            "direct": false,
            "version": "12.4.127",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cudnn-cu12",
            "direct": false,
            "version": "9.1.0.70",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cufft-cu12",
            "direct": false,
            "version": "11.2.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-curand-cu12",
            "direct": false,
            "version": "10.3.5.147",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusolver-cu12",
            "direct": false,
            "version": "11.6.1.9",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-cusparse-cu12",
            "direct": false,
            "version": "12.3.1.170",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-ml-py",
            "direct": false,
            "version": "13.590.48",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nccl-cu12",
            "direct": false,
            "version": "2.21.5",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvjitlink-cu12",
            "direct": false,
            "version": "12.4.127",
            "ecosystem": "pypi"
          },
          {
            "name": "nvidia-nvtx-cu12",
            "direct": false,
            "version": "12.4.127",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opencensus",
            "direct": false,
            "version": "0.11.4",
            "ecosystem": "pypi"
          },
          {
            "name": "opencensus-context",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "opencv-python-headless",
            "direct": false,
            "version": "4.11.0.86",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-common",
            "direct": false,
            "version": "1.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-otlp-proto-http",
            "direct": false,
            "version": "1.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-exporter-prometheus",
            "direct": false,
            "version": "0.61b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-proto",
            "direct": false,
            "version": "1.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.61b0",
            "ecosystem": "pypi"
          },
          {
            "name": "outlines",
            "direct": false,
            "version": "0.1.11",
            "ecosystem": "pypi"
          },
          {
            "name": "outlines-core",
            "direct": false,
            "version": "0.1.26",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "partial-json-parser",
            "direct": false,
            "version": "0.2.1.1.post7",
            "ecosystem": "pypi"
          },
          {
            "name": "pdfplumber",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pkginfo",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.9.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pre-commit",
            "direct": false,
            "version": "4.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.24.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-fastapi-instrumentator",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "proto-plus",
            "direct": false,
            "version": "1.27.1",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "5.29.6",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "py-cpuinfo",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "py-spy",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": "23.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycountry",
            "direct": false,
            "version": "26.2.16",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-asyncio",
            "direct": false,
            "version": "0.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "6.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-dependency",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-timeout",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-discovery",
            "direct": false,
            "version": "1.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.1.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "27.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ray",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ray",
            "direct": false,
            "version": "2.54.0",
            "ecosystem": "pypi"
          },
          {
            "name": "readme-renderer",
            "direct": false,
            "version": "44.0",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2026.2.28",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.32.5",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.8.6",
            "ecosystem": "pypi"
          },
          {
            "name": "safetensors",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-learn",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sentence-transformers",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sentencepiece",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "82.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "shapely",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smart-open",
            "direct": false,
            "version": "7.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.52.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sympy",
            "direct": false,
            "version": "1.13.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "timeout-decorator",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tokenizers",
            "direct": false,
            "version": "0.22.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": false,
            "version": "2.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "torchvision",
            "direct": false,
            "version": "0.20.1",
            "ecosystem": "pypi"
          },
          {
            "name": "transformers",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "transformers",
            "direct": false,
            "version": "5.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "triton",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "twine",
            "direct": false,
            "version": "5.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.26.7",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2025.3",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "1.26.20",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.41.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvloop",
            "direct": false,
            "version": "0.22.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vcrpy",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "21.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "watchfiles",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "word2number",
            "direct": false,
            "version": "1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "xformers",
            "direct": false,
            "version": "0.0.28.post3",
            "ecosystem": "pypi"
          },
          {
            "name": "xgrammar",
            "direct": false,
            "version": "0.1.32",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 248,
        "direct_count": 22,
        "indirect_count": 226
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 14,
        "merged_prs": 387,
        "open_issues": 57,
        "closed_ratio": 0.789,
        "closed_issues": 213,
        "closed_unmerged_prs": 57
      },
      "bus_factor": 3,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "RyanMarten",
          "commits": 369,
          "avatar_url": "https://avatars.githubusercontent.com/u/18333503?v=4"
        },
        {
          "type": "User",
          "login": "CharlieJCJ",
          "commits": 304,
          "avatar_url": "https://avatars.githubusercontent.com/u/55744150?v=4"
        },
        {
          "type": "User",
          "login": "vutrung96",
          "commits": 287,
          "avatar_url": "https://avatars.githubusercontent.com/u/12313075?v=4"
        },
        {
          "type": "User",
          "login": "kartik4949",
          "commits": 179,
          "avatar_url": "https://avatars.githubusercontent.com/u/38289341?v=4"
        },
        {
          "type": "User",
          "login": "madiator",
          "commits": 164,
          "avatar_url": "https://avatars.githubusercontent.com/u/1088491?v=4"
        },
        {
          "type": "User",
          "login": "shreyaspimpalgaonkar",
          "commits": 101,
          "avatar_url": "https://avatars.githubusercontent.com/u/27310144?v=4"
        },
        {
          "type": "User",
          "login": "adamoptimizer",
          "commits": 73,
          "avatar_url": "https://avatars.githubusercontent.com/u/194053190?v=4"
        },
        {
          "type": "User",
          "login": "Saharsh1005",
          "commits": 33,
          "avatar_url": "https://avatars.githubusercontent.com/u/60308409?v=4"
        },
        {
          "type": "User",
          "login": "marianna13",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/u/43296932?v=4"
        },
        {
          "type": "User",
          "login": "GeorgiosSmyrnis",
          "commits": 10,
          "avatar_url": "https://avatars.githubusercontent.com/u/26143743?v=4"
        }
      ],
      "contributors_sampled": 22,
      "top_contributor_share": 0.235
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "lint-and-test.yaml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "poetry.lock"
      ],
      "scorecard": null,
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-22T23:01:53Z",
      "oldest_open_prs": [
        {
          "number": 653,
          "created_at": "2025-04-26T06:12:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 675,
          "created_at": "2025-05-24T04:19:23Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 690,
          "created_at": "2025-06-13T09:51:24Z",
          "last_comment_at": "2025-06-13T11:16:55Z",
          "last_comment_author": "kartik4949"
        },
        {
          "number": 693,
          "created_at": "2025-06-26T08:28:34Z",
          "last_comment_at": "2025-07-03T01:26:02Z",
          "last_comment_author": "lyuwen"
        },
        {
          "number": 698,
          "created_at": "2025-10-21T12:46:40Z",
          "last_comment_at": "2025-10-24T08:41:58Z",
          "last_comment_author": "jinzhuer"
        },
        {
          "number": 709,
          "created_at": "2026-01-27T07:33:23Z",
          "last_comment_at": "2026-02-09T19:47:08Z",
          "last_comment_author": "agdhruv"
        },
        {
          "number": 713,
          "created_at": "2026-03-17T05:29:04Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 723,
          "created_at": "2026-07-08T07:19:31Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 724,
          "created_at": "2026-07-08T07:19:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 729,
          "created_at": "2026-07-13T20:54:21Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 730,
          "created_at": "2026-07-16T16:05:24Z",
          "last_comment_at": "2026-07-17T06:58:24Z",
          "last_comment_author": "RitwijParmar"
        },
        {
          "number": 731,
          "created_at": "2026-07-21T09:17:25Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 732,
          "created_at": "2026-07-22T14:53:24Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 733,
          "created_at": "2026-07-22T14:53:26Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-13T12:16:32Z",
      "ci_last_conclusion": "FAILURE",
      "oldest_open_issues": [
        {
          "number": 52,
          "created_at": "2024-11-10T22:13:08Z",
          "last_comment_at": "2025-01-05T22:23:39Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 102,
          "created_at": "2024-11-14T05:56:05Z",
          "last_comment_at": "2025-01-06T00:09:00Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 121,
          "created_at": "2024-11-15T18:25:06Z",
          "last_comment_at": "2025-01-15T21:04:48Z",
          "last_comment_author": "adsharma"
        },
        {
          "number": 124,
          "created_at": "2024-11-15T18:41:12Z",
          "last_comment_at": "2024-11-21T04:34:11Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 207,
          "created_at": "2024-12-04T19:56:07Z",
          "last_comment_at": "2025-03-02T22:06:54Z",
          "last_comment_author": "CharlieJCJ"
        },
        {
          "number": 233,
          "created_at": "2024-12-09T21:06:32Z",
          "last_comment_at": "2025-01-14T23:45:56Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 290,
          "created_at": "2024-12-26T06:37:54Z",
          "last_comment_at": "2025-01-26T06:30:09Z",
          "last_comment_author": "cryptowooser"
        },
        {
          "number": 293,
          "created_at": "2024-12-29T01:12:26Z",
          "last_comment_at": "2025-03-02T22:02:09Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 294,
          "created_at": "2024-12-29T04:16:11Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 301,
          "created_at": "2025-01-05T23:08:53Z",
          "last_comment_at": "2025-01-31T19:32:36Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 328,
          "created_at": "2025-01-08T20:46:39Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 351,
          "created_at": "2025-01-12T13:57:27Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 376,
          "created_at": "2025-01-17T20:12:21Z",
          "last_comment_at": "2025-01-17T20:19:56Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 399,
          "created_at": "2025-01-23T04:19:40Z",
          "last_comment_at": "2025-03-02T23:24:58Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 401,
          "created_at": "2025-01-23T19:23:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 414,
          "created_at": "2025-01-28T16:45:08Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 415,
          "created_at": "2025-01-28T16:46:47Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 416,
          "created_at": "2025-01-28T20:48:11Z",
          "last_comment_at": "2025-01-28T21:09:38Z",
          "last_comment_author": "RyanMarten"
        },
        {
          "number": 423,
          "created_at": "2025-01-30T01:51:20Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 436,
          "created_at": "2025-02-03T10:58:04Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/bespokelabsai/curator",
    "host": "github.com",
    "name": "curator",
    "owner": "bespokelabsai"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 68,
      "inputs": {
        "security": 10,
        "vitality": 72,
        "community": 73,
        "governance": 78,
        "engineering": 95
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 72,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "commits_last_year": 22,
              "human_commit_share": 1,
              "days_since_last_push": 4,
              "active_weeks_last_year": 9
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 4 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "9/52 weeks with commits",
                "points": 6.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 9
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "22 commits in the last year",
                "points": 12.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 26,
              "latest_release_tag": "v0.1.27",
              "releases_from_tags": false,
              "days_since_latest_release": 133,
              "mean_days_between_releases": 42.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "26 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 26
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 133 days ago",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 133
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~42.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 42.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 13,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 13 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 13
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 73,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "forks": 143,
              "stars": 1704,
              "watchers": 11,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1,704 stars",
                "points": 52.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1704
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "143 forks",
                "points": 17.9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 143
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "11 watchers",
                "points": 5.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "packages": [
                "bespokelabs-curator"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 25080
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "25,080 downloads/month across pypi",
                "points": 58.7,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 25080,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 78,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 22,
              "top_contributor_share": 0.235
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 24% of commits",
                "points": 17.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 24
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "22 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "merged_prs": 387,
              "open_issues": 57,
              "closed_issues": 213,
              "issue_closed_ratio": 0.789,
              "closed_unmerged_prs": 57
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "79% of issues closed",
                "points": 36.9,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 79
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "387/444 decided PRs merged",
                "points": 33.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 387,
                      "decided": 444
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "followers": 128,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "bespokelabsai",
              "public_repos": 17,
              "account_age_days": 825
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "128 followers of bespokelabsai",
                "points": 15.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 128,
                      "login": "bespokelabsai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~2 yr old",
                "points": 13.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 17
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "bespokelabs-curator"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 13
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 13 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 13
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "57 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 57
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 95,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "synthetic-data",
                "agents",
                "llm",
                "prompt",
                "python",
                "synthetic-dataset-generation",
                "deep-learning",
                "fine-tuning",
                "instruction-tuning",
                "machine-learning",
                "natural-language-processing"
              ],
              "has_wiki": true,
              "homepage": "https://docs.bespokelabs.ai/bespoke-curator",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.bespokelabs.ai/bespoke-curator",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 10,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "poetry.lock"
              ],
              "manifests": [
                "pyproject.toml"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Matched the pypi:bespokelabs-curator@0.1.29 runtime dependency closure — what installing the published package pulls in — 114 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:bespokelabs-curator@0.1.29",
                  "assessed": 114
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "source": "osv",
              "advisories": 39,
              "affected_packages": 5,
              "assessed_packages": 114,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 3, moderate 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: litellm 1.83.7 (critical 9.8)",
                "points": 7.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "litellm 1.83.7 (critical 9.8)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "4 affected: aiohttp 3.13.5 (high 7.5), click 8.1.8 (high 7.2), google-cloud-aiplatform 1.71.1 (high), +1 more",
                "points": 6.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 4,
                      "packages": "aiohttp 3.13.5 (high 7.5), click 8.1.8 (high 7.2), google-cloud-aiplatform 1.71.1 (high)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 156 days ago",
                "points": 29.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 2,
                      "oldest": 156
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 114,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.99,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "99 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.12,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "12 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 12,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 35987,
              "source_files_sampled": 175,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/175 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 175,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T08:56:25.673742Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bespokelabsai/curator.svg",
  "full_name": "bespokelabsai/curator",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}