altunenes / parakeet-rs

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.

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

{
  "data": {
    "repo": {
      "topics": [
        "asr",
        "onnx",
        "parakeet",
        "speech",
        "speech-recognition",
        "speech-to-text",
        "automatic-speech-recognition",
        "speaker-diarization",
        "speaker-identification"
      ],
      "is_fork": false,
      "size_kb": 372,
      "has_wiki": true,
      "homepage": "https://huggingface.co/altunenes/parakeet-rs",
      "languages": {
        "Rust": 286057
      },
      "pushed_at": "2026-07-28T10:14:03Z",
      "created_at": "2025-10-15T14:39:10Z",
      "owner_type": "User",
      "updated_at": "2026-07-28T10:12:09Z",
      "description": "very fast speech-to-text, diarization, streaming (even in CPU) with NVIDIA Parakeet in Rust",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust"
      ]
    },
    "owner": {
      "blog": "altunenes.github.io",
      "name": "Enes",
      "type": "User",
      "login": "altunenes",
      "company": null,
      "location": null,
      "followers": 138,
      "avatar_url": "https://avatars.githubusercontent.com/u/54986652?v=4",
      "created_at": "2019-09-06T12:20:07Z",
      "is_verified": null,
      "public_repos": 28,
      "account_age_days": 2517
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.3.7",
          "kind": "patch",
          "published_at": "2026-07-28T10:15:15Z"
        },
        {
          "tag": "v0.3.6",
          "kind": "patch",
          "published_at": "2026-06-04T16:18:41Z"
        },
        {
          "tag": "v0.3.5",
          "kind": "patch",
          "published_at": "2026-04-17T14:06:39Z"
        },
        {
          "tag": "v0.3.4",
          "kind": "patch",
          "published_at": "2026-03-06T13:06:01Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2026-02-12T18:42:55Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2026-02-05T22:00:16Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2026-01-28T14:28:52Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-01-22T13:19:02Z"
        },
        {
          "tag": "v0.2.9",
          "kind": "patch",
          "published_at": "2026-01-11T16:22:28Z"
        },
        {
          "tag": "v0.2.8",
          "kind": "patch",
          "published_at": "2026-01-08T00:05:23Z"
        },
        {
          "tag": "v0.2.7",
          "kind": "patch",
          "published_at": "2025-12-26T09:51:08Z"
        },
        {
          "tag": "v0.2.6",
          "kind": "patch",
          "published_at": "2025-12-16T15:39:43Z"
        },
        {
          "tag": "v0.2.5",
          "kind": "patch",
          "published_at": "2025-11-25T16:23:11Z"
        },
        {
          "tag": "v0.2.4",
          "kind": "patch",
          "published_at": "2025-11-22T14:38:22Z"
        },
        {
          "tag": "v0.2.3",
          "kind": "patch",
          "published_at": "2025-11-20T17:33:53Z"
        },
        {
          "tag": "v0.2.2",
          "kind": "patch",
          "published_at": "2025-11-19T18:02:07Z"
        },
        {
          "tag": "v0.2.1",
          "kind": "patch",
          "published_at": "2025-11-17T08:54:38Z"
        },
        {
          "tag": "v0.1.8",
          "kind": "patch",
          "published_at": "2025-11-11T00:39:47Z"
        },
        {
          "tag": "v0.1.7",
          "kind": "patch",
          "published_at": "2025-11-08T11:07:14Z"
        },
        {
          "tag": "v0.1.6",
          "kind": "patch",
          "published_at": "2025-10-22T17:16:16Z"
        },
        {
          "tag": "v0.1.5",
          "kind": "patch",
          "published_at": "2025-10-22T10:14:26Z"
        },
        {
          "tag": "v0.1.4",
          "kind": "patch",
          "published_at": "2025-10-21T23:53:46Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2025-10-20T10:25:31Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2025-10-19T12:17:21Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2025-10-16T09:12:28Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "c3901ec6ad3f62a14212e0d85b12a7c9fe80f599",
          "body": null,
          "is_bot": false,
          "headline": "bump 0.3.7",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-28T10:11:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d97874c088c76c5e5f8d50b5a798a071fae11f2",
          "body": "update ort rc13",
          "is_bot": false,
          "headline": "Merge pull request #116 from altunenes/update-ort-rc-13",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-07-28T10:10:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27a0f6356c2979adf19e8f1739b97b5edc1c0b40",
          "body": null,
          "is_bot": false,
          "headline": "expose ort api levels, and make default as 28",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-28T09:57:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e748403bd721cb28c13d0bb1ad410de1150642b7",
          "body": null,
          "is_bot": false,
          "headline": "expose ort api levels, and make default as 28",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-28T09:46:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c67ee08e05c74847ed61a34c1f2f62eeafbb528",
          "body": null,
          "is_bot": false,
          "headline": "update ort rc13",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-28T09:36:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d317e75cc3adfc15cdeafe9d702a28b05d1006e4",
          "body": "Fix dropped single-word utterances in the EOU streaming decoder",
          "is_bot": false,
          "headline": "Merge pull request #115 from bfulton/eou-single-word-fix",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-07-14T12:31:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b463e5ec916e809687b366f8f58d667fc5cc61e",
          "body": "With blank_id fixed, most short isolated utterances decode correctly,\nbut borderline frames where the word token narrowly trails blank can\nstill be dropped. Add the standard transducer-decoding knob for this:\na blank_penalty (default 0.0 = off) subtracted from the blank logit\nbefore the greedy argma\n[…]\nrecovers\n38/40 (from 26/40 stock); adding a 3.0 penalty recovers the remaining\ntwo. Unit tests pin down the blank-index targeting (1026, not 1025 =\n<EOB>) and that 0.0 leaves the logits bit-identical.",
          "is_bot": false,
          "headline": "EOU decoder: add opt-in blank-logit penalty (set_blank_penalty)",
          "author_name": "Bright Fulton",
          "author_login": "bfulton",
          "committed_at": "2026-07-14T11:33:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "174a56b3e53b1132bc4972f6b379ab3e245bc92f",
          "body": "…size - 1\n\nThe joint network emits vocab_size + 1 logits (1027 for the 1026-token\ntokenizer) with the RNN-T blank appended last, at index 1026. blank_id\nwas computed as vocab_size - 1 = 1025, which is <EOB> — a real tokenizer\ntoken, whose logit the model pins at ~-1000.\n\nThe mislabel was mostly mask\n[…]\nand index 1026 dominates by 7-11 logits on\nsilence frames while 1025 sits at ~-1000. This also replaces the\n'if blank_id < 1000 { 1026 }' hedge, which guessed at the right answer\nfor the wrong reason.",
          "is_bot": false,
          "headline": "EOU decoder: fix blank_id — the RNN-T blank is vocab_size, not vocab_…",
          "author_name": "Bright Fulton",
          "author_login": "bfulton",
          "committed_at": "2026-07-14T11:33:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4cd05fa25fd1159e0ece2a4d7b11896d0cfaef96",
          "body": "…e-from-ONNX-metadata\n\nRead nemotron streaming profile from onnx metadata",
          "is_bot": false,
          "headline": "Merge pull request #114 from altunenes/read-Nemotron-streaming-profil…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-07-09T23:58:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4508db2c01281571323b46e261c18b2dce0ae99c",
          "body": null,
          "is_bot": false,
          "headline": "add ONNX metadata loaders",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-09T23:56:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89febbd65c13ccb4ff83f64b70a6a4fce4db1c96",
          "body": null,
          "is_bot": false,
          "headline": "simply clippy",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-09T23:54:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b59392bac9a4a4b2327190c9dcc0af29ba69d118",
          "body": null,
          "is_bot": false,
          "headline": "stamp the latency profile into the ONNX metadata",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-09T23:54:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fc73472421062079696f1b702c1229d516b10ca",
          "body": null,
          "is_bot": false,
          "headline": "simply clippy",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-07-09T23:53:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "086e3bb734dd9a3f01e4e99ef6895da0db85b47a",
          "body": "…tion\n\nadd ai contributing policy",
          "is_bot": false,
          "headline": "Merge pull request #113 from altunenes/add-AI-contribution-policy-sec…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-26T15:44:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c646536dd787fe1625a286d7b892b16db84a829d",
          "body": null,
          "is_bot": false,
          "headline": "add ai contributing policy",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-26T15:38:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81fc49bc4fae8e593e71824254740a3102323664",
          "body": null,
          "is_bot": false,
          "headline": "cargo update",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-20T18:10:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "384370117409f1bbdc9695d6eb179dddc62537e0",
          "body": "…igurable\n\nMake core ml compute units configurable",
          "is_bot": false,
          "headline": "Merge pull request #112 from altunenes/Make-CoreML-compute-units-conf…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-15T18:25:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13960095e3e247bccb9214395971af87aab298f5",
          "body": null,
          "is_bot": false,
          "headline": "expose CoreMLComputeUnits",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-15T18:23:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b50d340fd8c0392b3b2759c2c80805ba5bd31d31",
          "body": null,
          "is_bot": false,
          "headline": "make CoreML compute units configurable",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-15T18:22:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ba7b0ca986137c11268df0b121784e4ea0bd6fc",
          "body": "Dedup + api consistency",
          "is_bot": false,
          "headline": "Merge pull request #110 from altunenes/dedup-+-API-consistency",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:31:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aae657395588787a20a4b5693286362e2f0695ee",
          "body": "…nput",
          "is_bot": false,
          "headline": "use the shared audio::apply_preemphasis, which guards against empty i…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:08:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f40a4031cdba0469ffa5e7beb37a4c8b521b398",
          "body": "…of an inline join(\" \").",
          "is_bot": false,
          "headline": "fix CTC transcript assembly to use the shared rebuild_text() instead …",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0dcca6dc2655628edd605cdb8abc99e81baaa488",
          "body": "…ush_sentence helper",
          "is_bot": false,
          "headline": "Remove precondition dependent unwrap()s using let-else guards and a p…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:07:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51a012dd21cdcde2f0971214af53805b31ce574b",
          "body": "…xpect()",
          "is_bot": false,
          "headline": "BREAKING: from_shared() now returns Result instead of panicking via e…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:07:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02fb67d516cffb47b4b163e5232758b1dbaa2619",
          "body": "…nstructor to from_pretrained",
          "is_bot": false,
          "headline": "use the shared argmax_f32 in the decode loop and rename the handle co…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:06:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08d828a08652af266cd8fe510b5b06be5e144356",
          "body": "…rom_shared",
          "is_bot": false,
          "headline": "shared: update for from_pretrained handle constructors and fallible f…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:05:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8be91eb21e6052e0bd11e760f069b9da762cca2",
          "body": null,
          "is_bot": false,
          "headline": "use shared utils for multitalker",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:04:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1b9daaa1fd44733ac997aec259277834db6d33d",
          "body": null,
          "is_bot": false,
          "headline": "shared utils for nemotron",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:03:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b031cbd99e21b7a7265f07a58da0fc1fee0e856b",
          "body": null,
          "is_bot": false,
          "headline": "use shared helpers for unified model",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:02:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83cf95aacb8fb06a62bcbb90399e37c9301c83b1",
          "body": null,
          "is_bot": false,
          "headline": "load encoder/decoder sessions via the shared build_session() helper",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:02:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb3f7a41b67813921f82efb2a770595ebcc2d2eb",
          "body": null,
          "is_bot": false,
          "headline": "delegate argmax to the shared argmax_f32",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:01:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "52acbffd3f188432670f2ddebaef245c52eaeb8a",
          "body": null,
          "is_bot": false,
          "headline": "shared helpers for eou",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:01:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f51c8327fc8b606537c1536a5f8d2f24d41ee9f",
          "body": null,
          "is_bot": false,
          "headline": "shared helpers for tdt",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T23:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33f139eaaebf5b70fc421d22a6cde5fba9339547",
          "body": null,
          "is_bot": false,
          "headline": "load the CTC session via the shared build_session() helper",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T22:59:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a730bc1952fa5bb1f70949b476bf5f595b3a179c",
          "body": null,
          "is_bot": false,
          "headline": "pass the new tensor_utils module",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T22:59:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a5735d56c757ce2d8cc2e6101884dc3fba26fb2",
          "body": null,
          "is_bot": false,
          "headline": "add tensor utils so centralize the some operations..",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T22:58:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05767c9b5b78aa48e6cf59bb8404f860f6764964",
          "body": "…der path",
          "is_bot": false,
          "headline": "create a build session  so every model loader shares one session buil…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-09T22:55:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cbf098a2326b38c0a431952d678bb718416e5b2",
          "body": "nemotron: add word/token-level timestamps",
          "is_bot": false,
          "headline": "Merge pull request #108 from sammcj/nemotron-3-5-asr-speakers",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-07T14:59:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb31998b431a7aac12cc66008bf02d48effcd4ae",
          "body": "Builds on the TokenInfo output from #103. The RNNT greedy decoder already\nknows which encoder frame each token is emitted at; expose that as timing.\nFastConformer subsamples mel frames by 8x, so one encoder frame is 80ms.\n\n- TokenInfo gains a `local_frame` field. decode_chunk_tokens sets it to the\n \n[…]\nce.\n- transcribe_audio / transcribe_file keep their Result<String> signatures;\n  add a frame_to_seconds test guarding the 80ms constant.\n\nWorks for both the English-only and multilingual 3.5 variants.",
          "is_bot": false,
          "headline": "nemotron: add word/token-level timestamps",
          "author_name": "Sam McLeod",
          "author_login": "sammcj",
          "committed_at": "2026-06-07T14:35:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "02c151b8c7c6b3a24240a105f5481c29554d604f",
          "body": "Add token-level transcription output with per-token log-probabilities",
          "is_bot": false,
          "headline": "Merge pull request #103 from visheshd/token-level-output",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-07T10:30:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c39cac56433f51276da58c517beddce6a2b61ab2",
          "body": "Add TokenInfo (id, text, logprob) and additive companion methods\ntranscribe_audio_with_tokens / transcribe_chunk_with_tokens that return\nper-token output alongside the existing string-returning methods, which are\nrefactored into thin wrappers over shared process_audio / process_chunk\nhelpers so beha\n[…]\naths keep stripping lang tags and out-of-vocab ids. Non-contiguous logits\nreturn a Model error instead of panicking. TokenInfo derives PartialEq for\ntestability and is re-exported from the crate root.",
          "is_bot": false,
          "headline": "Add token-level transcription output with per-token log-probabilities",
          "author_name": "Vishesh Duggar",
          "author_login": "visheshd",
          "committed_at": "2026-06-07T07:06:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7deba612fc9a30c4a7182f4eaa53554cb2fa42c8",
          "body": null,
          "is_bot": false,
          "headline": "bump parakeet-rs 0.3.6",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T16:14:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "178e0ae023c4388762b7b908cac568ab89544d64",
          "body": "bump tokenizers 0.22.2 -> 0.23.1",
          "is_bot": false,
          "headline": "Merge pull request #105 from altunenes/bump-tokenizers-0.23.1",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T15:58:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22fca5b045c732cddf4db340af5e03ef85797b2a",
          "body": null,
          "is_bot": false,
          "headline": "bump tokenizers 0.22.2 -> 0.23.1",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T15:25:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fa429c7b63d52d51211d72629ec9f7d98c1bd4f",
          "body": "…-3.5-ASR-Streaming-Multilingual-0.6b\n\nAdd new model  nvidia nemotron 3.5 asr streaming multilingual 0.6b",
          "is_bot": false,
          "headline": "Merge pull request #104 from altunenes/add-new-model--NVIDIA-Nemotron…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T14:16:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "313089362499db56c791b2baf3c4053cebd1f1a7",
          "body": null,
          "is_bot": false,
          "headline": "update links",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T14:15:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0a5b20972fc841761964926076c99aa559090fe",
          "body": null,
          "is_bot": false,
          "headline": "add multilingual nemotron 3.5 onnx export script",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T13:30:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "554ec30330055481d8621d98c7ea4d28cd6bdbca",
          "body": null,
          "is_bot": false,
          "headline": "bump nemotron snippets",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T13:30:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95a51b3c2c8b4bf06d09deec66c18111ffc63fcc",
          "body": null,
          "is_bot": false,
          "headline": "add target_lang CLI arg + auto-pick nemotron / nemotron_multi dir",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T13:29:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88433d8200495af2e8c869f14416ed4e845dcf91",
          "body": null,
          "is_bot": false,
          "headline": "re-export NemotronMode",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T13:22:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd5246e396358fefb25f6d5ab14fdd433a0daeae",
          "body": "…g-tag strip, \"auto\"",
          "is_bot": false,
          "headline": "multilingual support: NemotronMode, prompt dict, set_target_lang, lan…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T13:21:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "256a73bb5dff567fdea44090242fd934edf9e0df",
          "body": null,
          "is_bot": false,
          "headline": "read encoder dims from onnx graph, auto detect prompt_index input",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-06-04T13:21:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd00e0d00a00cd33d2f6c2928cc2cee20b22d32d",
          "body": "Cached mel ffts offline models",
          "is_bot": false,
          "headline": "Merge pull request #100 from altunenes/cached-mel-ffts-offline-models",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:37:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e1a1df50fff3316e63d3f72753be2b26558dd60",
          "body": null,
          "is_bot": false,
          "headline": "cache mel+FFT once at load, reuse on every transcribe",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:35:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d2434d3d2febf2a8bed960d1d72d3d088cff10a",
          "body": null,
          "is_bot": false,
          "headline": "unified: cache mel+FFT on handle, share via Arc across streams",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:34:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7503af9af834a21e63ab2e816844a31e3c545da3",
          "body": null,
          "is_bot": false,
          "headline": "tdt: cache mel+FFT once at load, reuse on every transcribe",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:34:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5fd8270f2e5b22de9afe4e120da1e1de9746b30",
          "body": null,
          "is_bot": false,
          "headline": "re export FeatureCache",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:34:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae3441f53f5b3f0efb47b8f33b331c8e307a7964",
          "body": null,
          "is_bot": false,
          "headline": "cohore: reuse FeatureCache instead of rebuilding mel/FFT per call",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:34:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb0c0e520a41ae02c916953c4c5f1155dd6c35ce",
          "body": "…eusable mel+FFT",
          "is_bot": false,
          "headline": "add FeatureCache + stft_with_plan / extract_features_with_cache for r…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-16T12:33:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a0a1510171db241f141f3cb0dfb137cd003722e",
          "body": null,
          "is_bot": false,
          "headline": "doc about cohore: cohere energy chunker strategy",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-05-01T12:28:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8e8ce1311fbea09568610941414e9b72f7cbc46",
          "body": null,
          "is_bot": false,
          "headline": "fix doc: clarification about training/runtime chunk length",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-19T10:29:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d680db3d62e6aeaf68bc93aaae0ab891a09fae7",
          "body": "…rop-preprocessor_config.json-dep\n\n[Cohere] add runnable example, drop preprocessor config.json dep",
          "is_bot": false,
          "headline": "Merge pull request #97 from altunenes/cohere--add-runnable-example,-d…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T14:02:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7bb3aa071d082845dc36f0fc0e3f3e57b7006e5",
          "body": null,
          "is_bot": false,
          "headline": "bump parakeet-rs 0.3.5",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T14:00:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24fbb5688f0887089b7e812c989d05468d911c92",
          "body": null,
          "is_bot": false,
          "headline": "download links for cohore",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T13:59:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1afa5f15543a963478a18d9792c38e196330c9d",
          "body": null,
          "is_bot": false,
          "headline": "ignore cohore releated models",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T13:56:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1ef9f39617b12d57767763a99f0a7bc8b2bf2c7",
          "body": null,
          "is_bot": false,
          "headline": "add example with lang/pnc/itn CLI args",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T13:56:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2dfdf8c98d419d29099daa869220bf538daa65f6",
          "body": null,
          "is_bot": false,
          "headline": "inline preprocessor config, group token ids into struct",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T13:56:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9b2d6dd679197e5ed5e472284156f6c610491c4",
          "body": "Extend shared session API to other streaming models",
          "is_bot": false,
          "headline": "Merge pull request #96 from altunenes/add-NemotronHandle",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T12:11:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e886d74323f2a638d4df69c6e52397e14f8ccef",
          "body": null,
          "is_bot": false,
          "headline": "add ParakeetUnifiedHandle + from_shared",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T11:57:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96c95264ad285df95b98a6be080020e0127e2953",
          "body": null,
          "is_bot": false,
          "headline": "re exp ParakeetEOUHandle and ParakeetUnifiedHandle",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T11:57:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18c92bc4f62ac500f20372bebaf6ead16a24b947",
          "body": null,
          "is_bot": false,
          "headline": "add eou and unified variants via CLI switch",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T11:57:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce7edf7569f9d82bcd483e02421fb8a23eb0eadd",
          "body": null,
          "is_bot": false,
          "headline": "add NemotronHandle opaque type; consolidate mel/STFT into crate::audio",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T11:57:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83e4b43f3649f4cde7071fa56dcce655d78ba996",
          "body": null,
          "is_bot": false,
          "headline": "add ParakeetUnifiedHandle + from_shared",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T11:56:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d36d0ebae6d2dc54603514c1448511dbd4482e0f",
          "body": "feat(nemotron): add shared model support via Arc<Mutex<>>",
          "is_bot": false,
          "headline": "Merge pull request #94 from kgentic/feat/shared-nemotron-model-v2",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-04-17T10:21:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fca7f0dcc7b8ef7328993b2f58432450b2bb133f",
          "body": "Add load_model() and from_shared_model() APIs so multiple Nemotron\ninstances can share a single ONNX session (~1.4GB) while keeping\nindependent decoder state (~7.5MB each).\n\n- Nemotron.model → Arc<Mutex<NemotronModel>>\n- Nemotron.vocab → Arc<SentencePieceVocab>\n- from_pretrained() remains backward compatible\n- Short examples/shared_model.rs API demo",
          "is_bot": false,
          "headline": "feat(nemotron): add shared model support via Arc<Mutex<>>",
          "author_name": "kgentic-dev",
          "author_login": "kgentic-dev",
          "committed_at": "2026-04-17T10:06:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b49007bf8a152a403c824f0fdfb48d4f6b25b4c5",
          "body": "feat: add support for cohere transcribe",
          "is_bot": false,
          "headline": "Merge pull request #92 from sammcj/cohere",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-04-14T19:35:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c75699fc265a2a76e0cac910ca5f43c2c220e1ee",
          "body": "Add Parakeet Unified EN 0.6B offline and buffered streaming support",
          "is_bot": false,
          "headline": "Merge pull request #91 from Jguer/jguer/add-unified-support",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-04-14T19:20:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d9949614dd726b6c17153fa2821b32adedaf426",
          "body": null,
          "is_bot": false,
          "headline": "return logits instead of token_id",
          "author_name": "Jo Garnier",
          "author_login": "Jguer",
          "committed_at": "2026-04-14T07:09:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a4e3e961e5c6c5f8d8c8c0045876e2dca730070",
          "body": "Replaces the Handy-style ONNX interface (raw audio in, pre-projected\ncross K/V, fixed-size cache + offset) with the standard HF export\nlayout: input_features in, last_hidden_state out, growing\npast_key_values cache with position_ids and attention_mask.\n\nMel extraction now uses the shared audio::extr\n[…]\n\nthe convention used by every other model in the crate. Compatible\nwith any Optimum-produced export, e.g. the onnx-community one.\n\nAlso exposes max_decode_tokens and max_audio_duration_secs as config.",
          "is_bot": false,
          "headline": "cohere: rewrite for HuggingFace-standard ONNX interface",
          "author_name": "Sam McLeod",
          "author_login": "sammcj",
          "committed_at": "2026-04-14T03:58:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52a65a6d2a63e78df6d9bdcd458fc4bb23b6ea23",
          "body": "Replaces the Handy-style ONNX interface (raw audio in, pre-projected\ncross K/V, fixed-size cache + offset) with the standard HF export\nlayout: input_features in, last_hidden_state out, growing\npast_key_values cache with position_ids and attention_mask.\n\nMel extraction now uses the shared audio::extr\n[…]\n\nthe convention used by every other model in the crate. Compatible\nwith any Optimum-produced export, e.g. the onnx-community one.\n\nAlso exposes max_decode_tokens and max_audio_duration_secs as config.",
          "is_bot": false,
          "headline": "cohere: rewrite for HuggingFace-standard ONNX interface",
          "author_name": "Sam McLeod",
          "author_login": "sammcj",
          "committed_at": "2026-04-14T03:36:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1d3dfc19d6a04088977dffa736a003e8c6cd5052",
          "body": null,
          "is_bot": false,
          "headline": "feat: cohere - add languages",
          "author_name": "Sam McLeod",
          "author_login": "sammcj",
          "committed_at": "2026-04-13T01:39:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f01ca3ef3e50766a595753320457a9cc3eb833af",
          "body": "…r empty audio",
          "is_bot": false,
          "headline": "use audio for feature extraction, min modif of audio.rs to account fo…",
          "author_name": "Jo Garnier",
          "author_login": "Jguer",
          "committed_at": "2026-04-12T13:45:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "487265ea5e318cd1f340c6614572264cc98d2b1c",
          "body": "…(#1)\n\n* fix trailing newlines, remove duplicate variable, add unified example\n\n- add missing trailing newlines to model_unified.rs, parakeet_unified.rs,\n  export_parakeet_unified.py\n- remove duplicate total_received shadow in process_ready_chunks\n- add examples/unified.rs for offline + streaming transcription\n\n* feat: add support for timestamps",
          "is_bot": false,
          "headline": "fix: trailing newlines, duplicate variable, add timestamps + example …",
          "author_name": "Sam",
          "author_login": "sammcj",
          "committed_at": "2026-04-12T12:34:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d31afe7e08e515a6f3988a8acc8f79fd9e4e4a7e",
          "body": null,
          "is_bot": false,
          "headline": "feat: add cohere transcribe ASR engine",
          "author_name": "Sam McLeod",
          "author_login": "sammcj",
          "committed_at": "2026-04-11T01:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc01f979b645db89c072fef36c4c64cb39d8e7d6",
          "body": null,
          "is_bot": false,
          "headline": "Remove testing file reference",
          "author_name": "Jo",
          "author_login": "Jguer",
          "committed_at": "2026-04-09T09:01:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4021bc68a7a52ee2ca0e502304e7f56986a7609d",
          "body": "change readme url\n\nsimply array building",
          "is_bot": false,
          "headline": "Add unified model support",
          "author_name": "Jo Garnier",
          "author_login": "Jguer",
          "committed_at": "2026-04-09T08:39:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "113e084276582e4a7a9b7454da397a85e68a0230",
          "body": "…pt-and-docs\n\nInclude multitalker export script and docs",
          "is_bot": false,
          "headline": "Merge pull request #87 from altunenes/include-multitalker-export-scri…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-03-08T15:54:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "602e9cc845cfd1579dd0a809512c33f3474b372e",
          "body": null,
          "is_bot": false,
          "headline": "bump 0.3.4",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T13:04:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16c6323331f28cc8fbe1c51c61ffacb72c86a073",
          "body": null,
          "is_bot": false,
          "headline": "add docs about multitalker",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T13:00:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1db853f1177e2b6c0820587e0ef34f24bfef349",
          "body": null,
          "is_bot": false,
          "headline": "add multitalker onnx export script",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T13:00:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2253fe021e96abc13b79bbf09c7e7ece5d8938da",
          "body": "Add nemotron onnx export script",
          "is_bot": false,
          "headline": "Merge pull request #86 from altunenes/add-nemotron-onnx-export-script",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T12:39:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad71f8e762f125d58a26ea7e6403fcc27aaa2349",
          "body": null,
          "is_bot": false,
          "headline": "add nemotron onnx export script",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T12:38:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60f1ce7db44dd340e6d0f3acbf48b39b6ea2c579",
          "body": null,
          "is_bot": false,
          "headline": "add onnx export script for eou 120m",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T12:36:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a74d9b6c5015b92142c7a1a5abf5d5339540db94",
          "body": "…e :)",
          "is_bot": false,
          "headline": "export scripts are  justs helpers for utils, not part of the Rus crat…",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T12:30:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04544e31db1e5bd285ef2a54004ed654709330ff",
          "body": null,
          "is_bot": false,
          "headline": "add nemotron onnx export script",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T12:29:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a79931beaff23221b66bd2a217c2daca1574960",
          "body": "…oat-seconds-in-SpeakerSegment\n\nUse sample counts instead of float seconds in speaker segment",
          "is_bot": false,
          "headline": "Merge pull request #85 from altunenes/Use-sample-counts-instead-of-fl…",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T12:09:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe7840ebde0a3e08313ab1ecf08550918578ac2f",
          "body": null,
          "is_bot": false,
          "headline": "audio_samples -> n_audio_samples",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-06T11:56:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14c40d4b634be5d6a2e23a49080c17ee2b778be2",
          "body": null,
          "is_bot": false,
          "headline": "eliminate floating point drifts in segment boundaries",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-05T17:39:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d13b151f9543ed420d5cbd3b7e1eaddb9aa6f8c",
          "body": null,
          "is_bot": false,
          "headline": "change speakersegment timestamps from f32 seconds to u64 sample offsets",
          "author_name": "altunenes",
          "author_login": "altunenes",
          "committed_at": "2026-03-05T17:38:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a412a9ffa7bf3f3e17f723741e2b8ae63b51655",
          "body": "feature: Buffering streamig api",
          "is_bot": false,
          "headline": "Merge pull request #84 from altunenes/buffering-streamig-ap",
          "author_name": "Enes",
          "author_login": "altunenes",
          "committed_at": "2026-03-05T16:34:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 25,
      "commits_last_year": 348,
      "latest_release_at": "2026-07-28T10:15:15Z",
      "latest_release_tag": "v0.3.7",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 30,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 22.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "parakeet-rs",
          "exists": true,
          "license": "MIT OR Apache-2.0",
          "keywords": [
            "asr",
            "nvidia",
            "onnx",
            "parakeet",
            "speech-recognition",
            "multimedia::audio",
            "science"
          ],
          "ecosystem": "crates",
          "matches_repo": true,
          "registry_url": "https://crates.io/crates/parakeet-rs",
          "is_deprecated": false,
          "latest_version": "0.3.7",
          "repository_url": "https://github.com/altunenes/parakeet-rs",
          "versions_count": 28,
          "total_downloads": 53540,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 12480,
          "first_published_at": "2025-10-15T14:50:26.916033Z",
          "latest_published_at": "2026-07-28T10:13:43.483916Z",
          "latest_version_yanked": false,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 55,
      "stars": 378,
      "watchers": 8,
      "fork_history": {
        "days": [
          {
            "date": "2025-10-17",
            "count": 1
          },
          {
            "date": "2025-10-22",
            "count": 1
          },
          {
            "date": "2025-10-23",
            "count": 1
          },
          {
            "date": "2025-11-23",
            "count": 1
          },
          {
            "date": "2025-11-25",
            "count": 1
          },
          {
            "date": "2025-11-27",
            "count": 1
          },
          {
            "date": "2025-11-28",
            "count": 1
          },
          {
            "date": "2025-12-04",
            "count": 1
          },
          {
            "date": "2025-12-14",
            "count": 1
          },
          {
            "date": "2025-12-15",
            "count": 1
          },
          {
            "date": "2025-12-18",
            "count": 1
          },
          {
            "date": "2025-12-21",
            "count": 1
          },
          {
            "date": "2025-12-22",
            "count": 2
          },
          {
            "date": "2026-01-11",
            "count": 1
          },
          {
            "date": "2026-01-24",
            "count": 1
          },
          {
            "date": "2026-01-30",
            "count": 1
          },
          {
            "date": "2026-02-11",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-02-16",
            "count": 1
          },
          {
            "date": "2026-02-17",
            "count": 1
          },
          {
            "date": "2026-02-21",
            "count": 1
          },
          {
            "date": "2026-02-24",
            "count": 1
          },
          {
            "date": "2026-02-26",
            "count": 1
          },
          {
            "date": "2026-03-01",
            "count": 1
          },
          {
            "date": "2026-03-02",
            "count": 1
          },
          {
            "date": "2026-03-05",
            "count": 1
          },
          {
            "date": "2026-03-14",
            "count": 1
          },
          {
            "date": "2026-03-17",
            "count": 1
          },
          {
            "date": "2026-03-18",
            "count": 1
          },
          {
            "date": "2026-03-23",
            "count": 1
          },
          {
            "date": "2026-03-28",
            "count": 1
          },
          {
            "date": "2026-04-06",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 2
          },
          {
            "date": "2026-04-12",
            "count": 1
          },
          {
            "date": "2026-04-14",
            "count": 1
          },
          {
            "date": "2026-04-15",
            "count": 1
          },
          {
            "date": "2026-04-16",
            "count": 1
          },
          {
            "date": "2026-04-26",
            "count": 1
          },
          {
            "date": "2026-04-29",
            "count": 1
          },
          {
            "date": "2026-05-19",
            "count": 1
          },
          {
            "date": "2026-05-24",
            "count": 1
          },
          {
            "date": "2026-05-29",
            "count": 1
          },
          {
            "date": "2026-06-03",
            "count": 1
          },
          {
            "date": "2026-06-05",
            "count": 1
          },
          {
            "date": "2026-06-07",
            "count": 1
          },
          {
            "date": "2026-06-12",
            "count": 1
          },
          {
            "date": "2026-06-24",
            "count": 1
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-10",
            "count": 1
          },
          {
            "date": "2026-07-13",
            "count": 1
          },
          {
            "date": "2026-07-23",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 53,
        "total_forks": 55
      },
      "star_history": null,
      "open_issues_and_prs": 3
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "Cargo.toml"
      ],
      "largest_source_bytes": 46176,
      "source_files_sampled": 40,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml"
      ],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "crates"
      ],
      "dependencies": [
        {
          "name": "ort",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.0.0-rc.13"
        },
        {
          "name": "hound",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "3.5"
        },
        {
          "name": "eyre",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.6"
        },
        {
          "name": "ndarray",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.17"
        },
        {
          "name": "tokenizers",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.23.1"
        },
        {
          "name": "serde",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0"
        },
        {
          "name": "serde_json",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0"
        },
        {
          "name": "realfft",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "3"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 72,
        "open_issues": 3,
        "closed_ratio": 0.923,
        "closed_issues": 36,
        "closed_unmerged_prs": 5
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "altunenes",
          "commits": 307,
          "avatar_url": "https://avatars.githubusercontent.com/u/54986652?v=4"
        },
        {
          "type": "User",
          "login": "sammcj",
          "commits": 17,
          "avatar_url": "https://avatars.githubusercontent.com/u/862951?v=4"
        },
        {
          "type": "User",
          "login": "bbales",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/7515422?v=4"
        },
        {
          "type": "User",
          "login": "Jguer",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/8071073?v=4"
        },
        {
          "type": "User",
          "login": "grouzen",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/278245?v=4"
        },
        {
          "type": "User",
          "login": "tomschelsen",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/65067417?v=4"
        },
        {
          "type": "User",
          "login": "bdudelsack",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/3631456?v=4"
        },
        {
          "type": "User",
          "login": "bfulton",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/49157?v=4"
        },
        {
          "type": "User",
          "login": "MathieuDuponchelle",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/1278273?v=4"
        },
        {
          "type": "User",
          "login": "decahedron1",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/61946759?v=4"
        }
      ],
      "contributors_sampled": 12,
      "top_contributor_share": 0.885
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "rust.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 1,
            "reason": "Found 1/8 approved changesets -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "c3901ec6ad3f62a14212e0d85b12a7c9fe80f599",
        "ran_at": "2026-07-29T05:24:38Z",
        "aggregate_score": 4.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-28T10:15:18Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-28T10:10:21Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 98,
          "created_at": "2026-04-29T19:08:32Z",
          "last_comment_at": "2026-04-29T21:35:46Z",
          "last_comment_author": "eigo-no-sensei"
        },
        {
          "number": 101,
          "created_at": "2026-05-16T13:30:30Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 109,
          "created_at": "2026-06-07T08:15:02Z",
          "last_comment_at": "2026-06-26T15:32:18Z",
          "last_comment_author": "altunenes"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/altunenes/parakeet-rs",
    "host": "github.com",
    "name": "parakeet-rs",
    "owner": "altunenes"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 65,
      "inputs": {
        "security": 42,
        "vitality": 91,
        "community": 66,
        "governance": 64,
        "engineering": 56
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 91,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "commits_last_year": 348,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 30
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "30/52 weeks with commits",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 30
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "348 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 348
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 25,
              "latest_release_tag": "v0.3.7",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 22.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "25 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~22.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 22.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "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": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 66,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "forks": 55,
              "stars": 378,
              "watchers": 8,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "378 stars",
                "points": 41.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 378
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "55 forks",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 55
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "8 watchers",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "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 (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "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": "moderate",
            "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": 68,
            "inputs": {
              "packages": [
                "parakeet-rs"
              ],
              "dependents": null,
              "ecosystems": "crates",
              "total_downloads": 53540,
              "monthly_downloads": 12480
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "12,480 downloads/month across crates",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 12480,
                      "ecosystems": "crates"
                    }
                  }
                ],
                "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": "moderate",
        "name": "Sustainability & Governance",
        "value": 64,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 31,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 12,
              "top_contributor_share": 0.885
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 88% of commits",
                "points": 2.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 88
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "12 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 72,
              "open_issues": 3,
              "closed_issues": 36,
              "issue_closed_ratio": 0.923,
              "closed_unmerged_prs": 5
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "92% of issues closed",
                "points": 43.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 92
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "72/77 decided PRs merged",
                "points": 35.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 72,
                      "decided": 77
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/8 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 138,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "altunenes",
              "public_repos": 28,
              "account_age_days": 2517
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "138 followers of altunenes",
                "points": 15.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 138,
                      "login": "altunenes"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "28 public repos, account ~6 yr old",
                "points": 22.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 28
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "parakeet-rs"
              ],
              "ecosystems": "crates",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on crates",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "crates"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "28 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 28
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 56,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "asr",
                "onnx",
                "parakeet",
                "speech",
                "speech-recognition",
                "speech-to-text",
                "automatic-speech-recognition",
                "speaker-diarization",
                "speaker-identification"
              ],
              "has_wiki": true,
              "homepage": "https://huggingface.co/altunenes/parakeet-rs",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://huggingface.co/altunenes/parakeet-rs",
                "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": "9 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Security",
        "value": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "6 out of 6 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/8 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 10
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 40,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 18,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.34,
              "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": "34 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 18.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 34,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "Cargo.toml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "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": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 46176,
              "source_files_sampled": 40,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/40 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 40,
                      "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index crates:parakeet-rs@0.3.7; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T05:24:56.416856Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/altunenes/parakeet-rs.svg",
  "full_name": "altunenes/parakeet-rs",
  "license_state": "standard",
  "license_spdx": "MIT"
}