feat(ts-sdk): add FastEmbed embedding provider (#5862)

Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
2026-07-06 21:56:11 +05:30
parent 03b41ab00f
commit fec7cdf118
12 changed files with 680 additions and 7 deletions
@@ -80,6 +80,9 @@ importers:
      compromise:
        specifier: ^14.0.0
        version: 14.15.1
+      fastembed:
+        specifier: ^2.1.0
+        version: 2.1.0
      groq-sdk:
        specifier: 0.3.0
        version: 0.3.0
@@ -153,6 +156,27 @@ packages:
  '@anthropic-ai/sdk@0.40.1':
    resolution: {integrity: sha512-DJMWm8lTEM9Lk/MSFL+V+ugF7jKOn0M2Ujvb5fN8r2nY14aHbGPZ1k6sgjL+tpJ3VuOGJNG+4R83jEpOuYPv8w==}

+  '@anush008/tokenizers-darwin-universal@0.0.0':
+    resolution: {integrity: sha512-SACpWEooTjFX89dFKRVUhivMxxcZRtA3nJGVepdLyrwTkQ1TZQ8581B5JoXp0TcTMHfgnDaagifvVoBiFEdNCQ==}
+    engines: {node: '>= 10'}
+    os: [darwin]
+
+  '@anush008/tokenizers-linux-x64-gnu@0.0.0':
+    resolution: {integrity: sha512-TLjByOPWUEq51L3EJkS+slyH57HKJ7lAz/aBtEt7TIPq4QsE2owOPGovByOLIq1x5Wgh9b+a4q2JasrEFSDDhg==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
+
+  '@anush008/tokenizers-win32-x64-msvc@0.0.0':
+    resolution: {integrity: sha512-/5kP0G96+Cr6947F0ZetXnmL31YCaN15dbNbh2NHg7TXXRwfqk95+JtPP5Q7v4jbR2xxAmuseBqB4H/V7zKWuw==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [win32]
+
+  '@anush008/tokenizers@0.0.0':
+    resolution: {integrity: sha512-IQD9wkVReKAhsEAbDjh/0KrBGTEXelqZLpOBRDaIRvlzZ9sjmUP+gKbpvzyJnei2JHQiE8JAgj7YcNloINbGBw==}
+    engines: {node: '>= 10'}
+
  '@aws-crypto/crc32@5.2.0':
    resolution: {integrity: sha512-nLbCWqQNgUiwwtFsen1AdzAtvuLRsQS8rYgMuxCrdKf9kOssamGLuPwyTY9wyYblNr9+1XM8v6zoDTPPSIeANg==}
    engines: {node: '>=16.0.0'}
@@ -677,6 +701,20 @@ packages:
      '@modelcontextprotocol/sdk':
        optional: true

+  '@huggingface/blake3-jit@0.0.2':
+    resolution: {integrity: sha512-Bq7B5qabyjrJfhBsl85Jd2QBtf+HzRD7h7A9GfN2lzrrsABhOa5evVPgzoCTxR7Ub0QFj7YDK1YkYRWBU25+2w==}
+
+  '@huggingface/hub@2.13.2':
+    resolution: {integrity: sha512-I1Pbn9UcBHCt0M/SbZkKzYr3JVnbJp4YIFv74eVRH2Y22yT9Jpm6DtfM74tcjNLbC7SyFZ433znUw0szdFd4Fg==}
+    engines: {node: '>=18'}
+    hasBin: true
+
+  '@huggingface/tasks@0.21.21':
+    resolution: {integrity: sha512-6cHtkeMvgbudI6p4+gPP/+xvcAG2uumF+ntojCSNnHy5xcSzuHXCMJHzh+rlX0TSZ/QdDZ4uWkPLQikbphNyEw==}
+
+  '@huggingface/xetchunk-wasm@0.1.0':
+    resolution: {integrity: sha512-wWpp2qwPgf9kv1KLJjcDUk/OrpDOsFoQ3Qpz0U5LGn20csoymBf8eneOv6wm/GzPBzlWac1OYiR0aa1vT6aM2Q==}
+
  '@iovalkey/commands@0.1.0':
    resolution: {integrity: sha512-/B9W4qKSSITDii5nkBCHyPkIkAi+ealUtr1oqBJsLxjSRLka4pxun2VvMNSmcwgAMxgXtQfl0qRv7TE+udPJzg==}

@@ -684,6 +722,10 @@ packages:
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    engines: {node: '>=12'}

+  '@isaacs/fs-minipass@4.0.1':
+    resolution: {integrity: sha512-wgm9Ehl2jpeqP3zw/7mo3kRHFp5MEDhqAdwy1fTGkHAwnkGOVsgpvQhL8B5n1qlb01jV3n/bI0ZfZp5lWA1k4w==}
+    engines: {node: '>=18.0.0'}
+
  '@istanbuljs/load-nyc-config@1.1.0':
    resolution: {integrity: sha512-VjeHSlIzpv/NyD3N0YuHfXOPDIixcA1q2ZV98wsMqcYlPmv2n3Yb2lYP9XMElnaFVXg5A7YLTeLu6V84uQDjmQ==}
    engines: {node: '>=8'}
@@ -1434,6 +1476,10 @@ packages:
  bl@4.1.0:
    resolution: {integrity: sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==}

+  boolean@3.2.0:
+    resolution: {integrity: sha512-d0II/GO9uf9lfUHH2BQsjxzRJZBdsjgsBiW4BvhWk/3qoKwQFjIDVN19PfX8F2D/r9PCMTtLWjYVCFrpeYUzsw==}
+    deprecated: Package no longer supported. Contact Support at https://www.npmjs.com/support for more info.
+
  bowser@2.14.1:
    resolution: {integrity: sha512-tzPjzCxygAKWFOJP011oxFHs57HzIhOEracIgAePE4pqB3LikALKnSzUyU4MGs9/iCEUuHlAJTjTc5M+u7YEGg==}

@@ -1535,6 +1581,14 @@ packages:
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    resolution: {integrity: sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==}

+  chownr@2.0.0:
+    resolution: {integrity: sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==}
+    engines: {node: '>=10'}
+
+  chownr@3.0.0:
+    resolution: {integrity: sha512-+IxzY9BZOQd/XuYPRmrvEVjF/nqj5kgT4kEq7VofrDoM1MxoRjEWkrCC3EtLi59TVawxTAn+orJwFQcrqEN1+g==}
+    engines: {node: '>=18'}
+
  ci-info@3.9.0:
    resolution: {integrity: sha512-NIxF55hv4nSqQswkAeiOi1r83xy8JldOFDTWiug55KBu9Jnblncd2U6ViHmYgHf01TPZS77NJBhBMKdWj9HQMQ==}
    engines: {node: '>=8'}
@@ -1542,6 +1596,10 @@ packages:
  cjs-module-lexer@1.4.3:
    resolution: {integrity: sha512-9z8TZaGM1pfswYeXrUpzPrkx8UnWYdhJclsiYMm6x/w5+nN+8Tf/LnAgfLGQCm59qAOxU8WwHEq2vNwF6i4j+Q==}

+  cli-progress@3.12.0:
+    resolution: {integrity: sha512-tRkV3HJ1ASwm19THiiLIXLO7Im7wlTuKnvkYaTkyoAPefqjNg7W7DHKUlGRxy9vxDvbyCYQkQozvptuMkGCg8A==}
+    engines: {node: '>=4'}
+
  cliui@8.0.1:
    resolution: {integrity: sha512-BSeNnyus75C4//NQ9gQt1/csTXyo/8Sb+afLAkzAptFuMsod9HFokGNudZpi/oQV73hnVK+sR+5PVRMd+Dr7YQ==}
    engines: {node: '>=12'}
@@ -1648,10 +1706,18 @@ packages:
    resolution: {integrity: sha512-H9LMLr5zwIbSxrmvikGuI/5KGhZ8E2zH3stkMgM5LpOWDutGM2JZaj460Udnf1a+946zc7YBgrqEWwbk7zHvGw==}
    engines: {node: '>=18'}

+  define-data-property@1.1.4:
+    resolution: {integrity: sha512-rBMvIzlpA8v6E+SJZoo++HAYqsLrkg7MSfIinMPFhmkorw7X+dOXVJQs+QT69zGkzMyfDnIMN2Wid1+NbL3T+A==}
+    engines: {node: '>= 0.4'}
+
  define-lazy-prop@3.0.0:
    resolution: {integrity: sha512-N+MeXYoqr3pOgn8xfyRPREN7gHakLYjhsHhWGT3fWAiL4IkAt0iDw14QiiEm2bE30c5XX5q0FtAA3CK5f9/BUg==}
    engines: {node: '>=12'}

+  define-properties@1.2.1:
+    resolution: {integrity: sha512-8QmQKqEASLd5nx0U1B1okLElbUuuttJ/AnYmRXbbbGDWh6uS208EjD4Xqq/I9wK7u0v6O08XhTWnt5XtEbR6Dg==}
+    engines: {node: '>= 0.4'}
+
  delayed-stream@1.0.0:
    resolution: {integrity: sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==}
    engines: {node: '>=0.4.0'}
@@ -1668,6 +1734,9 @@ packages:
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    engines: {node: '>=8'}

+  detect-node@2.1.0:
+    resolution: {integrity: sha512-T0NIuQpnTvFDATNuHN5roPwSBG83rFsuO+MXXH9/3N1eFbn4wcPjttvjMLEPWJ0RGUYgQE7cGgS3tNxbqCGM7g==}
+
  diff-sequences@29.6.3:
    resolution: {integrity: sha512-EjePK1srD3P08o2j4f0ExnylqRs5B9tJjcp9t1krH2qRi8CCdsYfwe9JgSLurFBWwq4uOlipzfk5fHNvwFKr8Q==}
    engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
@@ -1736,6 +1805,9 @@ packages:
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    engines: {node: '>= 0.4'}

+  es6-error@4.1.1:
+    resolution: {integrity: sha512-Um/+FxMr9CISWh0bi5Zv0iOD+4cFh5qLeks1qhAopKVAJw3drgKbKySikp7wGhDL0HPeaja0P5ULZrxLkniUVg==}
+
  esbuild@0.28.1:
    resolution: {integrity: sha512-HrJrvZv5ayxBzPfwphOoNzkzOIIlifzk0KJrGK2c8R4+LKpMtpYLQeUdjnwjWv/LZlkH2laZk+4w78pi99D4Vw==}
    engines: {node: '>=18'}
@@ -1749,6 +1821,10 @@ packages:
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    engines: {node: '>=8'}

+  escape-string-regexp@4.0.0:
+    resolution: {integrity: sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA==}
+    engines: {node: '>=10'}
+
  event-target-shim@5.0.1:
    resolution: {integrity: sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==}
    engines: {node: '>=6'}
@@ -1790,6 +1866,9 @@ packages:
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    hasBin: true

+  fastembed@2.1.0:
+    resolution: {integrity: sha512-oQkpcRHBppJ3+a3w9dU0uytSY0N1cnEa/iVMc8AXEd+tvT529GekOEFhNviJy89R3lvQXF6cdIMTXHj1Gi00xQ==}
+
  fastq@1.20.1:
    resolution: {integrity: sha512-GGToxJ/w1x32s/D2EKND7kTil4n8OVk/9mycTc4VDza13lOvpUZTGX3mFSCtV9ksdGBVzvsyAVLM6mHFThxXxw==}

@@ -1858,6 +1937,10 @@ packages:
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+  fs-minipass@2.1.0:
+    resolution: {integrity: sha512-V/JgOLFCS+R6Vcq0slCuaeWEdNC3ouDlJMNIsacH2VtALiu9mV4LPrHc5cDl8k5aw6J8jwgWWpiTo5RYhmIzvg==}
+    engines: {node: '>= 8'}
+
  fs.realpath@1.0.0:
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@@ -1877,6 +1960,9 @@ packages:
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    engines: {node: '>=18'}

+  gearhash-jit@1.0.2:
+    resolution: {integrity: sha512-UhzJL4KXSdqAKepy/tZwmi2Rcy0YMmtiC4DQS4SURCuIWdh8ECZtnXK2ePRMLigfB61hRKdLK/Vgg2bSw73izQ==}
+
  generic-pool@3.9.0:
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    engines: {node: '>= 4'}
@@ -1921,6 +2007,14 @@ packages:
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    deprecated: Old versions of glob are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me

+  global-agent@3.0.0:
+    resolution: {integrity: sha512-PT6XReJ+D07JvGoxQMkT6qji/jVNfX/h364XHZOWeRzy64sSFr+xJ5OX7LI3b4MPQzdL4H8Y8M0xzPpsVMwA8Q==}
+    engines: {node: '>=10.0'}
+
+  globalthis@1.0.4:
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+    engines: {node: '>= 0.4'}
+
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    engines: {node: '>=18'}
@@ -1956,6 +2050,9 @@ packages:
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    engines: {node: '>=8'}

+  has-property-descriptors@1.0.2:
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+
  has-symbols@1.1.0:
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    engines: {node: '>= 0.4'}
@@ -2267,6 +2364,9 @@ packages:
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    engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}

+  json-stringify-safe@5.0.1:
+    resolution: {integrity: sha512-ZClg6AaYvamvYEE82d3Iyd3vSSIjQ+odgjaTzRuO3s7toCdFKczob2i0zCh7JE8kWn17yvAWhUVxvqGwUalsRA==}
+
  json5@2.2.3:
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    engines: {node: '>=6'}
@@ -2388,6 +2488,10 @@ packages:
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+  matcher@3.0.0:
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+    engines: {node: '>=10'}
+
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    engines: {node: '>= 0.4'}
@@ -2443,13 +2547,34 @@ packages:
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+  minipass@3.3.6:
+    resolution: {integrity: sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw==}
+    engines: {node: '>=8'}
+
+  minipass@5.0.0:
+    resolution: {integrity: sha512-3FnjYuehv9k6ovOEbyOswadCDPX1piCfhV8ncmYtHOjuPwylVWsghTLo7rabjC3Rx5xD4HDx8Wm1xnMF7S5qFQ==}
+    engines: {node: '>=8'}
+
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    engines: {node: '>=16 || 14 >=14.17'}

+  minizlib@2.1.2:
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+    engines: {node: '>= 8'}
+
+  minizlib@3.1.0:
+    resolution: {integrity: sha512-KZxYo1BUkWD2TVFLr0MQoM8vUUigWD3LlD83a/75BqC+4qE0Hb1Vo5v1FgcfaNXvfXzr+5EhQ6ing/CaBijTlw==}
+    engines: {node: '>= 18'}
+
  mkdirp-classic@0.5.3:
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+  mkdirp@1.0.4:
+    resolution: {integrity: sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==}
+    engines: {node: '>=10'}
+    hasBin: true
+
  mlly@1.8.2:
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@@ -2569,6 +2694,10 @@ packages:
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    engines: {node: '>=0.10.0'}

+  object-keys@1.1.1:
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+    engines: {node: '>= 0.4'}
+
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@@ -2582,6 +2711,13 @@ packages:
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    engines: {node: '>=6'}

+  onnxruntime-common@1.21.0:
+    resolution: {integrity: sha512-Q632iLLrtCAVOTO65dh2+mNbQir/QNTVBG3h/QdZBpns7mZ0RYbLRBgGABPbpU9351AgYy7SJf1WaeVwMrBFPQ==}
+
+  onnxruntime-node@1.21.0:
+    resolution: {integrity: sha512-NeaCX6WW2L8cRCSqy3bInlo5ojjQqu2fD3D+9W5qb5irwxhEyWKXeH2vZ8W9r6VxaMPUan+4/7NDwZMtouZxEw==}
+    os: [win32, darwin, linux]
+
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    resolution: {integrity: sha512-YgBpdJHPyQ2UE5x+hlSXcnejzAvD0b22U2OuAP+8OnlJT+PjWPxtgmGqKKc+RgTM63U9gN0YzrYc71R2WT/hTA==}
    engines: {node: '>=18'}
@@ -2807,6 +2943,10 @@ packages:
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    engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}

+  progress@2.0.3:
+    resolution: {integrity: sha512-7PiHtLll5LdnKIMw100I+8xJXR5gW2QwWYkT6iJva0bXitZKa/XMrSbdmg3r2Xnaidz9Qumd0VPaMrZlF9V9sA==}
+    engines: {node: '>=0.4.0'}
+
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    resolution: {integrity: sha512-NxNv/kLguCA7p3jE8oL2aEBsrJWgAakBpgmgK6lpPWV+WuOmY6r2/zbAVnP+T8bQlA0nzHXSJSJW0Hq7ylaD2Q==}
    engines: {node: '>= 6'}
@@ -2906,6 +3046,10 @@ packages:
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    hasBin: true

+  roarr@2.15.4:
+    resolution: {integrity: sha512-CHhPh+UNHD2GTXNYhPWLnU8ONHdI+5DI+4EYIAOaiD63rHeYlZvyh8P+in5999TTSFgUYuKUAjzRI4mdh/p+2A==}
+    engines: {node: '>=8.0'}
+
  rollup@4.61.1:
    resolution: {integrity: sha512-I4KW6iuRpuu2uHBLraZ1wNZe0DP7lnRha+VJ9tNaYVaVgKhW0aI3h4RYnoRPeql0flHm/Co55b7snEDcOfOJrA==}
    engines: {node: '>=18.0.0', npm: '>=8.0.0'}
@@ -2925,6 +3069,9 @@ packages:
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    engines: {node: '>=10'}

+  semver-compare@1.0.0:
+    resolution: {integrity: sha512-YM3/ITh2MJ5MtzaM429anh+x2jiLVjqILF4m4oyQB18W7Ggea7BfqdH/wGMK7dDiMghv/6WG7znWMwUDzJiXow==}
+
  semver@6.3.1:
    resolution: {integrity: sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==}
    hasBin: true
@@ -2934,6 +3081,10 @@ packages:
    engines: {node: '>=10'}
    hasBin: true

+  serialize-error@7.0.1:
+    resolution: {integrity: sha512-8I8TjW5KMOKsZQTvoxjuSIa7foAwPWGOts+6o7sgjz41/qMD9VQHEDxi6PBvK2l0MXUmqZyNpUK+T2tQaaElvw==}
+    engines: {node: '>=10'}
+
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    resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==}
    engines: {node: '>=8'}
@@ -2999,6 +3150,9 @@ packages:
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    engines: {node: '>= 10.x'}

+  sprintf-js@1.1.3:
+    resolution: {integrity: sha512-Oo+0REFV59/rz3gfJNKQiBlwfHaSESl1pcGyABQsnnIfWOFt6JNj5gCog2U6MLZ//IGYD+nA8nI+mTShREReaA==}
+
  stack-utils@2.0.6:
    resolution: {integrity: sha512-XlkWvfIm6RmsWtNJx+uqtKLS8eqFbxUg0ZzLXqY0caEy9l7hruX8IpiDnjsLavoBgqCCR71TqWO8MaXYheJ3RQ==}
    engines: {node: '>=10'}
@@ -3087,6 +3241,15 @@ packages:
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    engines: {node: '>=6'}

+  tar@6.2.1:
+    resolution: {integrity: sha512-DZ4yORTwrbTj/7MZYq2w+/ZFdI6OZ/f9SFHR+71gIVUZhOQPHzVCLpvRnPgyaMpfWxxk/4ONva3GQSyNIKRv6A==}
+    engines: {node: '>=10'}
+    deprecated: Old versions of tar are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me
+
+  tar@7.5.19:
+    resolution: {integrity: sha512-4LeEWl96twnS2Q7Bz4MGqgazLqO+hJN63GZxXoIqh1T3VweYD997gbU1ItNsQafqqXTXd5WFyFdReLtwvRBNiw==}
+    engines: {node: '>=18'}
+
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    resolution: {integrity: sha512-cAGWPIyOHU6zlmg88jwm7VRyXnMN7iV68OGAbYDk/Mh/xC/pzVPlQtY6ngoIH/5/tciuhGfvESU8GrHrcxD56w==}
    engines: {node: '>=8'}
@@ -3200,6 +3363,10 @@ packages:
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    engines: {node: '>=4'}

+  type-fest@0.13.1:
+    resolution: {integrity: sha512-34R7HTnG0XIJcBSn5XhDd7nNFPRcXYRZrBB2O2jdKqYODldSzBAqzsWoZYYvduky73toYS/ESqxPvkDf/F0XMg==}
+    engines: {node: '>=10'}
+
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    resolution: {integrity: sha512-t0rzBq87m3fVcduHDUFhKmyyX+9eo6WQjZvf51Ea/M0Q7+T374Jp1aUiyUl0GKxp8M/OETVHSDvmkyPgvX+X2w==}
    engines: {node: '>=10'}
@@ -3353,6 +3520,10 @@ packages:
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    resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==}

+  yallist@5.0.0:
+    resolution: {integrity: sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==}
+    engines: {node: '>=18'}
+
  yargs-parser@21.1.1:
    resolution: {integrity: sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==}
    engines: {node: '>=12'}
@@ -3391,6 +3562,21 @@ snapshots:
    transitivePeerDependencies:
      - encoding

+  '@anush008/tokenizers-darwin-universal@0.0.0':
+    optional: true
+
+  '@anush008/tokenizers-linux-x64-gnu@0.0.0':
+    optional: true
+
+  '@anush008/tokenizers-win32-x64-msvc@0.0.0':
+    optional: true
+
+  '@anush008/tokenizers@0.0.0':
+    optionalDependencies:
+      '@anush008/tokenizers-darwin-universal': 0.0.0
+      '@anush008/tokenizers-linux-x64-gnu': 0.0.0
+      '@anush008/tokenizers-win32-x64-msvc': 0.0.0
+
  '@aws-crypto/crc32@5.2.0':
    dependencies:
      '@aws-crypto/util': 5.2.0
@@ -4162,6 +4348,22 @@ snapshots:
      - supports-color
      - utf-8-validate

+  '@huggingface/blake3-jit@0.0.2': {}
+
+  '@huggingface/hub@2.13.2':
+    dependencies:
+      '@huggingface/tasks': 0.21.21
+      '@huggingface/xetchunk-wasm': 0.1.0
+    optionalDependencies:
+      cli-progress: 3.12.0
+
+  '@huggingface/tasks@0.21.21': {}
+
+  '@huggingface/xetchunk-wasm@0.1.0':
+    dependencies:
+      '@huggingface/blake3-jit': 0.0.2
+      gearhash-jit: 1.0.2
+
  '@iovalkey/commands@0.1.0': {}

  '@isaacs/cliui@8.0.2':
@@ -4173,6 +4375,10 @@ snapshots:
      wrap-ansi: 8.1.0
      wrap-ansi-cjs: wrap-ansi@7.0.0

+  '@isaacs/fs-minipass@4.0.1':
+    dependencies:
+      minipass: 7.1.3
+
  '@istanbuljs/load-nyc-config@1.1.0':
    dependencies:
      camelcase: 5.3.1
@@ -5035,6 +5241,8 @@ snapshots:
      inherits: 2.0.4
      readable-stream: 3.6.2

+  boolean@3.2.0: {}
+
  bowser@2.14.1: {}

  brace-expansion@1.1.15:
@@ -5134,10 +5342,19 @@ snapshots:

  chownr@1.1.4: {}

+  chownr@2.0.0: {}
+
+  chownr@3.0.0: {}
+
  ci-info@3.9.0: {}

  cjs-module-lexer@1.4.3: {}

+  cli-progress@3.12.0:
+    dependencies:
+      string-width: 4.2.3
+    optional: true
+
  cliui@8.0.1:
    dependencies:
      string-width: 4.2.3
@@ -5238,8 +5455,20 @@ snapshots:
      bundle-name: 4.1.0
      default-browser-id: 5.0.1

+  define-data-property@1.1.4:
+    dependencies:
+      es-define-property: 1.0.1
+      es-errors: 1.3.0
+      gopd: 1.2.0
+
  define-lazy-prop@3.0.0: {}

+  define-properties@1.2.1:
+    dependencies:
+      define-data-property: 1.1.4
+      has-property-descriptors: 1.0.2
+      object-keys: 1.1.1
+
  delayed-stream@1.0.0: {}

  denque@2.1.0: {}
@@ -5248,6 +5477,8 @@ snapshots:

  detect-newline@3.1.0: {}

+  detect-node@2.1.0: {}
+
  diff-sequences@29.6.3: {}

  diff@4.0.4: {}
@@ -5306,6 +5537,8 @@ snapshots:
      has-tostringtag: 1.0.2
      hasown: 2.0.4

+  es6-error@4.1.1: {}
+
  esbuild@0.28.1:
    optionalDependencies:
      '@esbuild/aix-ppc64': 0.28.1
@@ -5339,6 +5572,8 @@ snapshots:

  escape-string-regexp@2.0.0: {}

+  escape-string-regexp@4.0.0: {}
+
  event-target-shim@5.0.1: {}

  eventemitter3@4.0.7: {}
@@ -5385,6 +5620,14 @@ snapshots:
    dependencies:
      strnum: 2.4.1

+  fastembed@2.1.0:
+    dependencies:
+      '@anush008/tokenizers': 0.0.0
+      '@huggingface/hub': 2.13.2
+      onnxruntime-node: 1.21.0
+      progress: 2.0.3
+      tar: 6.2.1
+
  fastq@1.20.1:
    dependencies:
      reusify: 1.1.0
@@ -5454,6 +5697,10 @@ snapshots:

  fs-constants@1.0.0: {}

+  fs-minipass@2.1.0:
+    dependencies:
+      minipass: 3.3.6
+
  fs.realpath@1.0.0: {}

  fsevents@2.3.3:
@@ -5477,6 +5724,8 @@ snapshots:
    transitivePeerDependencies:
      - supports-color

+  gearhash-jit@1.0.2: {}
+
  generic-pool@3.9.0: {}

  gensync@1.0.0-beta.2: {}
@@ -5529,6 +5778,20 @@ snapshots:
      once: 1.4.0
      path-is-absolute: 1.0.1

+  global-agent@3.0.0:
+    dependencies:
+      boolean: 3.2.0
+      es6-error: 4.1.1
+      matcher: 3.0.0
+      roarr: 2.15.4
+      semver: 7.8.4
+      serialize-error: 7.0.1
+
+  globalthis@1.0.4:
+    dependencies:
+      define-properties: 1.2.1
+      gopd: 1.2.0
+
  google-auth-library@10.7.0:
    dependencies:
      base64-js: 1.5.1
@@ -5575,6 +5838,10 @@ snapshots:

  has-flag@4.0.0: {}

+  has-property-descriptors@1.0.2:
+    dependencies:
+      es-define-property: 1.0.1
+
  has-symbols@1.1.0: {}

  has-tostringtag@1.0.2:
@@ -6070,6 +6337,8 @@ snapshots:

  json-parse-even-better-errors@3.0.2: {}

+  json-stringify-safe@5.0.1: {}
+
  json5@2.2.3: {}

  jsonwebtoken@9.0.3:
@@ -6165,6 +6434,10 @@ snapshots:
    dependencies:
      tmpl: 1.0.5

+  matcher@3.0.0:
+    dependencies:
+      escape-string-regexp: 4.0.0
+
  math-intrinsics@1.1.0: {}

  md5@2.3.0:
@@ -6210,10 +6483,27 @@ snapshots:

  minimist@1.2.8: {}

+  minipass@3.3.6:
+    dependencies:
+      yallist: 4.0.0
+
+  minipass@5.0.0: {}
+
  minipass@7.1.3: {}

+  minizlib@2.1.2:
+    dependencies:
+      minipass: 3.3.6
+      yallist: 4.0.0
+
+  minizlib@3.1.0:
+    dependencies:
+      minipass: 7.1.3
+
  mkdirp-classic@0.5.3: {}

+  mkdirp@1.0.4: {}
+
  mlly@1.8.2:
    dependencies:
      acorn: 8.16.0
@@ -6344,6 +6634,8 @@ snapshots:

  object-assign@4.1.1: {}

+  object-keys@1.1.1: {}
+
  obuf@1.1.2: {}

  ollama@0.5.18:
@@ -6358,6 +6650,14 @@ snapshots:
    dependencies:
      mimic-fn: 2.1.0

+  onnxruntime-common@1.21.0: {}
+
+  onnxruntime-node@1.21.0:
+    dependencies:
+      global-agent: 3.0.0
+      onnxruntime-common: 1.21.0
+      tar: 7.5.19
+
  open@10.2.0:
    dependencies:
      default-browser: 5.5.0
@@ -6574,6 +6874,8 @@ snapshots:
      ansi-styles: 5.2.0
      react-is: 18.3.1

+  progress@2.0.3: {}
+
  prompts@2.4.2:
    dependencies:
      kleur: 3.0.3
@@ -6688,6 +6990,15 @@ snapshots:
    dependencies:
      glob: 10.5.0

+  roarr@2.15.4:
+    dependencies:
+      boolean: 3.2.0
+      detect-node: 2.1.0
+      globalthis: 1.0.4
+      json-stringify-safe: 5.0.1
+      semver-compare: 1.0.0
+      sprintf-js: 1.1.3
+
  rollup@4.61.1:
    dependencies:
      '@types/estree': 1.0.9
@@ -6729,10 +7040,16 @@ snapshots:

  safe-stable-stringify@2.5.0: {}

+  semver-compare@1.0.0: {}
+
  semver@6.3.1: {}

  semver@7.8.4: {}

+  serialize-error@7.0.1:
+    dependencies:
+      type-fest: 0.13.1
+
  shebang-command@2.0.0:
    dependencies:
      shebang-regex: 3.0.0
@@ -6790,6 +7107,8 @@ snapshots:

  split2@4.2.0: {}

+  sprintf-js@1.1.3: {}
+
  stack-utils@2.0.6:
    dependencies:
      escape-string-regexp: 2.0.0
@@ -6882,6 +7201,23 @@ snapshots:
      inherits: 2.0.4
      readable-stream: 3.6.2

+  tar@6.2.1:
+    dependencies:
+      chownr: 2.0.0
+      fs-minipass: 2.1.0
+      minipass: 5.0.0
+      minizlib: 2.1.2
+      mkdirp: 1.0.4
+      yallist: 4.0.0
+
+  tar@7.5.19:
+    dependencies:
+      '@isaacs/fs-minipass': 4.0.1
+      chownr: 3.0.0
+      minipass: 7.1.3
+      minizlib: 3.1.0
+      yallist: 5.0.0
+
  test-exclude@6.0.0:
    dependencies:
      '@istanbuljs/schema': 0.1.6
@@ -6995,6 +7331,8 @@ snapshots:

  type-detect@4.0.8: {}

+  type-fest@0.13.1: {}
+
  type-fest@0.21.3: {}

  type-fest@3.13.1: {}
@@ -7108,6 +7446,8 @@ snapshots:

  yallist@4.0.0: {}

+  yallist@5.0.0: {}
+
  yargs-parser@21.1.1: {}

  yargs@17.7.2: