bespokelabsai / curator

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

Cada punto abarca 2 días.

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 22 paquetes directos y 226 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Instalar pypi:bespokelabs-curator@0.1.29 arrastra 114 paquetes, directos y transitivos: 5 tienen avisos conocidos, de los cuales 1 son dependencias directas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

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        "natural-language-processing"
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      "created_at": "2024-10-28T01:11:41Z",
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      "updated_at": "2026-07-24T18:48:46Z",
      "description": "Synthetic data curation for post-training and structured data extraction",
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          "published_at": "2025-01-15T16:06:49Z"
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          "published_at": "2024-12-23T07:42:07Z"
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          "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)",
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          "committed_at": "2026-07-13T12:16:31Z",
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        },
        {
          "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>",
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          "headline": "feat: add native Azure OpenAI batch backend (#538) (#727)",
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          "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",
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        {
          "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)",
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          "is_bot": false,
          "headline": "Add Mistral batch finish reasons (#717)",
          "author_name": "Blackdrome",
          "author_login": "09Catho",
          "committed_at": "2026-06-20T22:45:16Z",
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          "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",
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          "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",
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          "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",
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          "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,
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        },
        {
          "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",
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          "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,
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        },
        {
          "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",
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        {
          "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",
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          "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
        },
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          "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,
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        },
        {
          "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,
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        },
        {
          "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,
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        },
        {
          "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,
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        },
        {
          "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",
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        },
        {
          "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",
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        },
        {
          "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",
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        {
          "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,
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          "headline": "If the model is not known, let the cost be None. (#681)",
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          "headline": "feat: add support to download dataset from viewer (#652)",
          "author_name": "The Dude",
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          "is_bot": false,
          "headline": "Feat/add/curator/link/agent (#672)",
          "author_name": "The Dude",
          "author_login": "kartik4949",
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          "headline": "docs: small tweaks",
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          "headline": "Update anthropic_online_request_processor.py (#649)",
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          "author_name": "Aakash Thatte",
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          "is_bot": false,
          "headline": "fix/final_statistics_display_fixes (#644)",
          "author_name": "Charlie Cheng-Jie Ji",
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          "headline": "cost streaming for batch (#638)",
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          "headline": "add gpt 4.1 structured output support from curator (#637)",
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          "headline": "improve projected total, projected remaining UI (#631)",
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          "headline": "Update README to add new updates and a better example (#628)",
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          "headline": "Fix/deepseek/rpm (#630)",
          "author_name": "The Dude",
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          "headline": "add fixes for rpm display and frequent tqdm update for tqdm (#629)",
          "author_name": "Charlie Cheng-Jie Ji",
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          "headline": "bump: 0.1.23.post1",
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          "author_name": "Trung Vu",
          "author_login": "vutrung96",
          "committed_at": "2025-04-11T22:42:33Z",
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    "OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks"
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