diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 63c960ee..3a8bd900 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -468,6 +468,21 @@ importers:
         specifier: ^2.0.0
         version: 2.0.0
 
+  provider/docs:
+    dependencies:
+      '@opencodegraph/provider':
+        specifier: workspace:*
+        version: link:../../lib/provider
+      '@xenova/transformers':
+        specifier: ^2.12.1
+        version: 2.12.1
+      onnxruntime-node:
+        specifier: ^1.16.3
+        version: 1.16.3
+      onnxruntime-web:
+        specifier: ^1.16.3
+        version: 1.16.3
+
   provider/hello-world:
     dependencies:
       '@opencodegraph/provider':
@@ -4059,6 +4074,11 @@ packages:
     resolution: {integrity: sha512-OfX7E2oUDYxtBvsuS4e/jSn4Q9Qb6DzgeYtsAdkPZ47znpoNsMgZw0+tVijiv3uGNR6dgNlty6r9rzIzHjtd/A==}
     dev: false
 
+  /@huggingface/jinja@0.1.2:
+    resolution: {integrity: sha512-x5mpbfJt1nKmVep5WNP5VjNsjWApWNj8pPYI+uYMkBWH9bWUJmQmHt2lbf0VCoQd54Oq3XuFEh/UyoVh7rPxmg==}
+    engines: {node: '>=18'}
+    dev: false
+
   /@humanwhocodes/config-array@0.11.13:
     resolution: {integrity: sha512-JSBDMiDKSzQVngfRjOdFXgFfklaXI4K9nLF49Auh21lmBWRLIK3+xTErTWD4KU54pb6coM6ESE7Awz/FNU3zgQ==}
     engines: {node: '>=10.10.0'}
@@ -4457,6 +4477,49 @@ packages:
     resolution: {integrity: sha512-C16M+IYz0rgRhWZdCmK+h58JMv8vijAA61gmz2rspCSwKwzBebpdcsiUmwrtJRdphuY30i6BSLEOP8ppbNLyLg==}
     dev: false
 
+  /@protobufjs/aspromise@1.1.2:
+    resolution: {integrity: sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==}
+    dev: false
+
+  /@protobufjs/base64@1.1.2:
+    resolution: {integrity: sha512-AZkcAA5vnN/v4PDqKyMR5lx7hZttPDgClv83E//FMNhR2TMcLUhfRUBHCmSl0oi9zMgDDqRUJkSxO3wm85+XLg==}
+    dev: false
+
+  /@protobufjs/codegen@2.0.4:
+    resolution: {integrity: sha512-YyFaikqM5sH0ziFZCN3xDC7zeGaB/d0IUb9CATugHWbd1FRFwWwt4ld4OYMPWu5a3Xe01mGAULCdqhMlPl29Jg==}
+    dev: false
+
+  /@protobufjs/eventemitter@1.1.0:
+    resolution: {integrity: sha512-j9ednRT81vYJ9OfVuXG6ERSTdEL1xVsNgqpkxMsbIabzSo3goCjDIveeGv5d03om39ML71RdmrGNjG5SReBP/Q==}
+    dev: false
+
+  /@protobufjs/fetch@1.1.0:
+    resolution: {integrity: sha512-lljVXpqXebpsijW71PZaCYeIcE5on1w5DlQy5WH6GLbFryLUrBD4932W/E2BSpfRJWseIL4v/KPgBFxDOIdKpQ==}
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/inquire': 1.1.0
+    dev: false
+
+  /@protobufjs/float@1.0.2:
+    resolution: {integrity: sha512-Ddb+kVXlXst9d+R9PfTIxh1EdNkgoRe5tOX6t01f1lYWOvJnSPDBlG241QLzcyPdoNTsblLUdujGSE4RzrTZGQ==}
+    dev: false
+
+  /@protobufjs/inquire@1.1.0:
+    resolution: {integrity: sha512-kdSefcPdruJiFMVSbn801t4vFK7KB/5gd2fYvrxhuJYg8ILrmn9SKSX2tZdV6V+ksulWqS7aXjBcRXl3wHoD9Q==}
+    dev: false
+
+  /@protobufjs/path@1.1.2:
+    resolution: {integrity: sha512-6JOcJ5Tm08dOHAbdR3GrvP+yUUfkjG5ePsHYczMFLq3ZmMkAD98cDgcT2iA1lJ9NVwFd4tH/iSSoe44YWkltEA==}
+    dev: false
+
+  /@protobufjs/pool@1.1.0:
+    resolution: {integrity: sha512-0kELaGSIDBKvcgS4zkjz1PeddatrjYcmMWOlAuAPwAeccUrPHdUqo/J6LiymHHEiJT5NrF1UVwxY14f+fy4WQw==}
+    dev: false
+
+  /@protobufjs/utf8@1.1.0:
+    resolution: {integrity: sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw==}
+    dev: false
+
   /@radix-ui/primitive@1.0.1:
     resolution: {integrity: sha512-yQ8oGX2GVsEYMWGxcovu1uGWPCxV5BFfeeYxqPmuAzUyLT9qmaMXSAhXpb0WrspIeqYzdJpkh2vHModJPgRIaw==}
     dependencies:
@@ -6786,6 +6849,10 @@ packages:
     resolution: {integrity: sha512-Hwx9EUgdwf2GLarOjQp5ZH8ZmblzcbTBC2wtQWNKARBSxM9ezRIAUpeDTgoQRAFB0+8CNWXVA9+MaSOzOF3nPg==}
     dev: true
 
+  /@types/long@4.0.2:
+    resolution: {integrity: sha512-MqTGEo5bj5t157U6fA/BiDynNkn0YknVdh48CMPkTSpFTVmvao5UQmm7uEF6xBEo7qIMAlY/JSleYaE6VOdpaA==}
+    dev: false
+
   /@types/mdast@3.0.15:
     resolution: {integrity: sha512-LnwD+mUEfxWMa1QpDraczIn6k0Ee3SMicuYSSzS6ZYl2gKS09EClnJYGd8Du6rfc5r/GZEk5o1mRb8TaTj03sQ==}
     dependencies:
@@ -7418,6 +7485,16 @@ packages:
     resolution: {integrity: sha512-CqTpxOlUCPWRNUPZDxT5v2NnHXA4oox612iUGnmTUGQFhZ1Gkj8kirtl/2wcF6MqX7+PqqicZzOCBKKfIn0dww==}
     dev: true
 
+  /@xenova/transformers@2.12.1:
+    resolution: {integrity: sha512-b++KSLKezi9Vic9VPXBc/egE5dTw11fvqCcWRg+AQgS+hLGNc7E/sL6JRNhnZ4NmKW0Sx/2gKs33rYllTC1xKA==}
+    dependencies:
+      '@huggingface/jinja': 0.1.2
+      onnxruntime-web: 1.14.0
+      sharp: 0.32.6
+    optionalDependencies:
+      onnxruntime-node: 1.14.0
+    dev: false
+
   /@yarnpkg/esbuild-plugin-pnp@3.0.0-rc.15(esbuild@0.17.19):
     resolution: {integrity: sha512-kYzDJO5CA9sy+on/s2aIW0411AklfCi8Ck/4QDivOqsMKpStZA2SsR+X27VTggGwpStWaLrjJcDcdDMowtG8MA==}
     engines: {node: '>=14.15.0'}
@@ -7814,7 +7891,6 @@ packages:
 
   /b4a@1.6.4:
     resolution: {integrity: sha512-fpWrvyVHEKyeEvbKZTVOeZF3VSKKWtJxFIxX/jaVPf+cLbGUSitjb49pHLqPV2BUNNZ0LcoeEGfE/YCpyDYHIw==}
-    dev: true
 
   /babel-core@7.0.0-bridge.0(@babel/core@7.22.8):
     resolution: {integrity: sha512-poPX9mZH/5CSanm50Q+1toVci6pv5KSRv/5TWCwtzQS5XEwn40BcCrgIeMFWP9CKKIniKXNxoIOnOq4VVlGXhg==}
@@ -7922,7 +7998,6 @@ packages:
   /base64-js@1.5.1:
     resolution: {integrity: sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==}
     requiresBuild: true
-    dev: true
 
   /basic-auth@2.0.1:
     resolution: {integrity: sha512-NF+epuEdnUYVlGuhaxbbq+dvJttwLnGY+YixlXlME5KpQ5W3CnXA5cVTneY3SPbPDRkcjMbifrwmFYcClgOZeg==}
@@ -7969,7 +8044,6 @@ packages:
       buffer: 5.7.1
       inherits: 2.0.4
       readable-stream: 3.6.2
-    dev: true
 
   /body-parser@1.20.1:
     resolution: {integrity: sha512-jWi7abTbYwajOytWCQc37VulmWiRae5RyTpaCyDcS5/lMdtwSz5lOpDE67srw/HYe35f1z3fDQw+3txg7gNtWw==}
@@ -8074,7 +8148,6 @@ packages:
     dependencies:
       base64-js: 1.5.1
       ieee754: 1.2.1
-    dev: true
 
   /builtin-modules@3.3.0:
     resolution: {integrity: sha512-zhaCDicdLuWN5UbN5IMnFqNMhNfo919sH85y2/ea+5Yg9TsTkeZxpL+JLbp6cgYFS4sRLp3YV4S6yDuqVWHYOw==}
@@ -8284,7 +8357,6 @@ packages:
   /chownr@1.1.4:
     resolution: {integrity: sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==}
     requiresBuild: true
-    dev: true
 
   /chownr@2.0.0:
     resolution: {integrity: sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==}
@@ -8424,7 +8496,6 @@ packages:
     engines: {node: '>=7.0.0'}
     dependencies:
       color-name: 1.1.4
-    dev: true
 
   /color-name@1.1.3:
     resolution: {integrity: sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==}
@@ -8432,13 +8503,27 @@ packages:
 
   /color-name@1.1.4:
     resolution: {integrity: sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==}
-    dev: true
+
+  /color-string@1.9.1:
+    resolution: {integrity: sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==}
+    dependencies:
+      color-name: 1.1.4
+      simple-swizzle: 0.2.2
+    dev: false
 
   /color-support@1.1.3:
     resolution: {integrity: sha512-qiBjkpbMLO/HL68y+lh4q0/O1MZFj2RX6X/KmMa3+gJD3z+WwI1ZzDHysvqHGS3mP6mznPckpXmw1nI9cJjyRg==}
     hasBin: true
     dev: true
 
+  /color@4.2.3:
+    resolution: {integrity: sha512-1rXeuUUiGGrykh+CeBdu5Ie7OJwinCgQY0bc7GCRxy5xVHy+moaqkpL/jqQq0MtQOeYcrqEz4abc5f0KtU7W4A==}
+    engines: {node: '>=12.5.0'}
+    dependencies:
+      color-convert: 2.0.1
+      color-string: 1.9.1
+    dev: false
+
   /colord@2.9.3:
     resolution: {integrity: sha512-jeC1axXpnb0/2nn/Y1LPuLdgXBLH7aDcHu4KEKfqw3CUhX7ZpfBSlPKyqXE6btIgEzfWtrX3/tyBCaCvXvMkOw==}
     dev: true
@@ -8774,8 +8859,6 @@ packages:
     requiresBuild: true
     dependencies:
       mimic-response: 3.1.0
-    dev: true
-    optional: true
 
   /deep-eql@4.1.3:
     resolution: {integrity: sha512-WaEtAOpRA1MQ0eohqZjpGD8zdI0Ovsm8mmFhaDN8dvDZzyoUMcYDnf5Y6iu7HTXxf8JDS23qWa4a+hKCDyOPzw==}
@@ -8816,8 +8899,6 @@ packages:
     resolution: {integrity: sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA==}
     engines: {node: '>=4.0.0'}
     requiresBuild: true
-    dev: true
-    optional: true
 
   /deep-is@0.1.3:
     resolution: {integrity: sha512-GtxAN4HvBachZzm4OnWqc45ESpUCMwkYcsjnsPs23FwJbsO+k4t0k9bQCgOmzIlpHO28+WPK/KRbRk0DDHuuDw==}
@@ -8925,8 +9006,11 @@ packages:
     resolution: {integrity: sha512-463v3ZeIrcWtdgIg6vI6XUncguvr2TnGl4SzDXinkt9mSLpBJKXT3mW6xT3VQdDN11+WVs29pgvivTc4Lp8v+w==}
     engines: {node: '>=8'}
     requiresBuild: true
-    dev: true
-    optional: true
+
+  /detect-libc@2.0.2:
+    resolution: {integrity: sha512-UX6sGumvvqSaXgdKGUsgZWqcUyIXZ/vZTrlRT/iobiKhGL0zL4d3osHj3uqllWJK+i+sixDS/3COVEOFbupFyw==}
+    engines: {node: '>=8'}
+    dev: false
 
   /detect-node-es@1.1.0:
     resolution: {integrity: sha512-ypdmJU/TbBby2Dxibuv7ZLW3Bs1QEmM7nHjEANfohJLvE0XVujisn1qPJcZxg+qDucsr+bP6fLD1rPS3AhJ7EQ==}
@@ -9081,7 +9165,6 @@ packages:
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     dependencies:
       once: 1.4.0
-    dev: true
 
   /entities@2.1.0:
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@@ -9977,8 +10060,6 @@ packages:
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     engines: {node: '>=6'}
     requiresBuild: true
-    dev: true
-    optional: true
 
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@@ -10059,7 +10140,6 @@ packages:
 
   /fast-fifo@1.3.2:
     resolution: {integrity: sha512-/d9sfos4yxzpwkDkuN7k2SqFKtYNmCTzgfEpz82x34IM9/zc8KGxQoXg1liNC/izpRM/MBdt44Nmx41ZWqk+FQ==}
-    dev: true
 
   /fast-glob@3.3.1:
     resolution: {integrity: sha512-kNFPyjhh5cKjrUltxs+wFx+ZkbRaxxmZ+X0ZU31SOsxCEtP9VPgtq2teZw1DebupL5GmDaNQ6yKMMVcM41iqDg==}
@@ -10212,6 +10292,10 @@ packages:
     hasBin: true
     dev: true
 
+  /flatbuffers@1.12.0:
+    resolution: {integrity: sha512-c7CZADjRcl6j0PlvFy0ZqXQ67qSEZfrVPynmnL+2zPc+NtMvrF8Y0QceMo7QqnSPc7+uWjUIAbvCQ5WIKlMVdQ==}
+    dev: false
+
   /flatted@3.2.1:
     resolution: {integrity: sha512-OMQjaErSFHmHqZe+PSidH5n8j3O0F2DdnVh8JB4j4eUQ2k6KvB0qGfrKIhapvez5JerBbmWkaLYUYWISaESoXg==}
     dev: true
@@ -10281,7 +10365,6 @@ packages:
   /fs-constants@1.0.0:
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     requiresBuild: true
-    dev: true
 
   /fs-extra@10.1.0:
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@@ -10437,8 +10520,6 @@ packages:
   /github-from-package@0.0.0:
     resolution: {integrity: sha512-SyHy3T1v2NUXn29OsWdxmK6RwHD+vkj3v8en8AOBZ1wBQ/hCAQ5bAQTD02kW4W9tUp/3Qh6J8r9EvntiyCmOOw==}
     requiresBuild: true
-    dev: true
-    optional: true
 
   /github-slugger@1.5.0:
     resolution: {integrity: sha512-wIh+gKBI9Nshz2o46B0B3f5k/W+WI9ZAv6y5Dn5WJ5SK1t0TnDimB4WE5rmTD05ZAIn8HALCZVmCsvj0w0v0lw==}
@@ -10603,6 +10684,10 @@ packages:
     resolution: {integrity: sha512-EtKwoO6kxCL9WO5xipiHTZlSzBm7WLT627TqC/uVRd0HKmq8NXyebnNYxDoBi7wt8eTWrUrKXCOVaFq9x1kgag==}
     dev: true
 
+  /guid-typescript@1.0.9:
+    resolution: {integrity: sha512-Y8T4vYhEfwJOTbouREvG+3XDsjr8E3kIr7uf+JZ0BYloFsttiHU0WfvANVsR7TxNUJa/WpCnw/Ino/p+DeBhBQ==}
+    dev: false
+
   /gunzip-maybe@1.4.2:
     resolution: {integrity: sha512-4haO1M4mLO91PW57BMsDFf75UmwoRX0GkdD+Faw+Lr+r/OZrOCS0pIBwOL1xCKQqnQzbNFGgK2V2CpBUPeFNTw==}
     hasBin: true
@@ -10911,7 +10996,6 @@ packages:
   /ieee754@1.2.1:
     resolution: {integrity: sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==}
     requiresBuild: true
-    dev: true
 
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@@ -10970,7 +11054,6 @@ packages:
   /ini@1.3.8:
     resolution: {integrity: sha512-JV/yugV2uzW5iMRSiZAyDtQd+nxtUnjeLt0acNdw98kKLrvuRVyB80tsREOE7yvGVgalhZ6RNXCmEHkUKBKxew==}
     requiresBuild: true
-    dev: true
 
   /ini@4.1.1:
     resolution: {integrity: sha512-QQnnxNyfvmHFIsj7gkPcYymR8Jdw/o7mp5ZFihxn6h8Ci6fh3Dx4E1gPjpQEpIuPo9XVNY/ZUwh4BPMjGyL01g==}
@@ -11053,6 +11136,10 @@ packages:
     resolution: {integrity: sha512-zz06S8t0ozoDXMG+ube26zeCTNXcKIPJZJi8hBrF4idCLms4CG9QtK7qBl1boi5ODzFpjswb5JPmHCbMpjaYzg==}
     dev: true
 
+  /is-arrayish@0.3.2:
+    resolution: {integrity: sha512-eVRqCvVlZbuw3GrM63ovNSNAeA1K16kaR/LRY/92w0zxQ5/1YzwblUX652i4Xs9RwAGjW9d9y6X88t8OaAJfWQ==}
+    dev: false
+
   /is-bigint@1.0.1:
     resolution: {integrity: sha512-J0ELF4yHFxHy0cmSxZuheDOz2luOdVvqjwmEcj8H/L1JHeuEDSDbeRP+Dk9kFVk5RTFzbucJ2Kb9F7ixY2QaCg==}
 
@@ -11926,6 +12013,14 @@ packages:
       is-unicode-supported: 0.1.0
     dev: true
 
+  /long@4.0.0:
+    resolution: {integrity: sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA==}
+    dev: false
+
+  /long@5.2.3:
+    resolution: {integrity: sha512-lcHwpNoggQTObv5apGNCTdJrO69eHOZMi4BNC+rTLER8iHAqGrUVeLh/irVIM7zTw2bOXA8T6uNPeujwOLg/2Q==}
+    dev: false
+
   /longest-streak@3.1.0:
     resolution: {integrity: sha512-9Ri+o0JYgehTaVBBDoMqIl8GXtbWg711O3srftcHhZ0dqnETqLaoIK0x17fUw9rFSlK/0NlsKe0Ahhyl5pXE2g==}
 
@@ -11957,7 +12052,6 @@ packages:
     engines: {node: '>=10'}
     dependencies:
       yallist: 4.0.0
-    dev: true
 
   /lru-queue@0.1.0:
     resolution: {integrity: sha512-BpdYkt9EvGl8OfWHDQPISVpcl5xZthb+XPsbELj5AQXxIC8IriDZIQYjBJPEm5rS420sjZ0TLEzRcq5KdBhYrQ==}
@@ -12949,8 +13043,6 @@ packages:
     resolution: {integrity: sha512-z0yWI+4FDrrweS8Zmt4Ej5HdJmky15+L2e6Wgn3+iK5fWzb6T3fhNFq2+MeTRb064c6Wr4N/wv0DzQTjNzHNGQ==}
     engines: {node: '>=10'}
     requiresBuild: true
-    dev: true
-    optional: true
 
   /min-indent@1.0.1:
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@@ -12994,7 +13086,6 @@ packages:
 
   /minimist@1.2.8:
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-    dev: true
 
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@@ -13025,7 +13116,6 @@ packages:
 
   /mkdirp-classic@0.5.3:
     resolution: {integrity: sha512-gKLcREMhtuZRwRAfqP3RFW+TK4JqApVBtOIftVgjuABpAtpxhPGaDcfvbhNvD0B8iD1oUr/txX35NjcaY6Ns/A==}
-    dev: true
 
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     resolution: {integrity: sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==}
@@ -13147,8 +13237,6 @@ packages:
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     resolution: {integrity: sha512-ONmRUqK7zj7DWX0D9ADe03wbwOBZxNAfF20PlGfCWQcD3+/MakShIHrMqx9YwPTfxDdF1zLeL+RGZiR9kGMLdg==}
     requiresBuild: true
-    dev: true
-    optional: true
 
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@@ -13172,8 +13260,6 @@ packages:
     requiresBuild: true
     dependencies:
       semver: 7.5.4
-    dev: true
-    optional: true
 
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@@ -13181,6 +13267,10 @@ packages:
     dev: true
     optional: true
 
+  /node-addon-api@6.1.0:
+    resolution: {integrity: sha512-+eawOlIgy680F0kBzPUNFhMZGtJ1YmqM6l4+Crf4IkImjYrO/mqPwRMh352g23uIaQKFItcQ64I7KMaJxHgAVA==}
+    dev: false
+
   /node-dir@0.1.17:
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     engines: {node: '>= 0.10.5'}
@@ -13402,6 +13492,58 @@ packages:
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     dev: true
 
+  /onnx-proto@4.0.4:
+    resolution: {integrity: sha512-aldMOB3HRoo6q/phyB6QRQxSt895HNNw82BNyZ2CMh4bjeKv7g/c+VpAFtJuEMVfYLMbRx61hbuqnKceLeDcDA==}
+    dependencies:
+      protobufjs: 6.11.4
+    dev: false
+
+  /onnxruntime-common@1.14.0:
+    resolution: {integrity: sha512-3LJpegM2iMNRX2wUmtYfeX/ytfOzNwAWKSq1HbRrKc9+uqG/FsEA0bbKZl1btQeZaXhC26l44NWpNUeXPII7Ew==}
+    dev: false
+
+  /onnxruntime-common@1.16.3:
+    resolution: {integrity: sha512-ZZfFzEqBf6YIGwB9PtBLESHI53jMXA+/hn+ACVUbEfPuK2xI5vMGpLPn+idpwCmHsKJNRzRwqV12K+6TQj6tug==}
+    dev: false
+
+  /onnxruntime-node@1.14.0:
+    resolution: {integrity: sha512-5ba7TWomIV/9b6NH/1x/8QEeowsb+jBEvFzU6z0T4mNsFwdPqXeFUM7uxC6QeSRkEbWu3qEB0VMjrvzN/0S9+w==}
+    os: [win32, darwin, linux]
+    requiresBuild: true
+    dependencies:
+      onnxruntime-common: 1.14.0
+    dev: false
+    optional: true
+
+  /onnxruntime-node@1.16.3:
+    resolution: {integrity: sha512-6T2pjwg5ik74VnI1IXFzxvPAm2UCo+vNNsDGbMP+A2q6GZPMYai2pMA17g3YMUvgOZLwsjWBUwNIlP4QaVRFlA==}
+    os: [win32, darwin, linux]
+    dependencies:
+      onnxruntime-common: 1.16.3
+    dev: false
+
+  /onnxruntime-web@1.14.0:
+    resolution: {integrity: sha512-Kcqf43UMfW8mCydVGcX9OMXI2VN17c0p6XvR7IPSZzBf/6lteBzXHvcEVWDPmCKuGombl997HgLqj91F11DzXw==}
+    dependencies:
+      flatbuffers: 1.12.0
+      guid-typescript: 1.0.9
+      long: 4.0.0
+      onnx-proto: 4.0.4
+      onnxruntime-common: 1.14.0
+      platform: 1.3.6
+    dev: false
+
+  /onnxruntime-web@1.16.3:
+    resolution: {integrity: sha512-8O1xCG/RcNQNYYWvdiQJSNpncVg78OVOFeV6MYs/jx++/b12oje8gYUzKqz9wR/sXiX/8TCvdyHgEjj5gQGKUg==}
+    dependencies:
+      flatbuffers: 1.12.0
+      guid-typescript: 1.0.9
+      long: 5.2.3
+      onnxruntime-common: 1.16.3
+      platform: 1.3.6
+      protobufjs: 7.2.5
+    dev: false
+
   /open@7.4.2:
     resolution: {integrity: sha512-MVHddDVweXZF3awtlAS+6pgKLlm/JgxZ90+/NBurBoQctVOOB/zDdVjcyPzQ+0laDGbsWgrRkflI65sQeOgT9Q==}
     engines: {node: '>=8'}
@@ -13758,6 +13900,10 @@ packages:
       pathe: 1.1.1
     dev: true
 
+  /platform@1.3.6:
+    resolution: {integrity: sha512-fnWVljUchTro6RiCFvCXBbNhJc2NijN7oIQxbwsyL0buWJPG85v81ehlHI9fXrJsMNgTofEoWIQeClKpgxFLrg==}
+    dev: false
+
   /playwright-core@1.39.0:
     resolution: {integrity: sha512-+k4pdZgs1qiM+OUkSjx96YiKsXsmb59evFoqv8SKO067qBA+Z2s/dCzJij/ZhdQcs2zlTAgRKfeiiLm8PQ2qvw==}
     engines: {node: '>=16'}
@@ -13907,8 +14053,6 @@ packages:
       simple-get: 4.0.1
       tar-fs: 2.1.1
       tunnel-agent: 0.6.0
-    dev: true
-    optional: true
 
   /prelude-ls@1.2.1:
     resolution: {integrity: sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==}
@@ -13999,6 +14143,45 @@ packages:
     resolution: {integrity: sha512-9t5qARVofg2xQqKtytzt+lZ4d1Qvj8t5B8fEwXK6qOfgRLgH/b13QlgEyDh033NOS31nXeFbYv7CLUDG1CeifQ==}
     dev: false
 
+  /protobufjs@6.11.4:
+    resolution: {integrity: sha512-5kQWPaJHi1WoCpjTGszzQ32PG2F4+wRY6BmAT4Vfw56Q2FZ4YZzK20xUYQH4YkfehY1e6QSICrJquM6xXZNcrw==}
+    hasBin: true
+    requiresBuild: true
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/base64': 1.1.2
+      '@protobufjs/codegen': 2.0.4
+      '@protobufjs/eventemitter': 1.1.0
+      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/float': 1.0.2
+      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/path': 1.1.2
+      '@protobufjs/pool': 1.1.0
+      '@protobufjs/utf8': 1.1.0
+      '@types/long': 4.0.2
+      '@types/node': 20.10.0
+      long: 4.0.0
+    dev: false
+
+  /protobufjs@7.2.5:
+    resolution: {integrity: sha512-gGXRSXvxQ7UiPgfw8gevrfRWcTlSbOFg+p/N+JVJEK5VhueL2miT6qTymqAmjr1Q5WbOCyJbyrk6JfWKwlFn6A==}
+    engines: {node: '>=12.0.0'}
+    requiresBuild: true
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/base64': 1.1.2
+      '@protobufjs/codegen': 2.0.4
+      '@protobufjs/eventemitter': 1.1.0
+      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/float': 1.0.2
+      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/path': 1.1.2
+      '@protobufjs/pool': 1.1.0
+      '@protobufjs/utf8': 1.1.0
+      '@types/node': 20.10.0
+      long: 5.2.3
+    dev: false
+
   /proxy-addr@2.0.7:
     resolution: {integrity: sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==}
     engines: {node: '>= 0.10'}
@@ -14022,7 +14205,6 @@ packages:
     dependencies:
       end-of-stream: 1.4.4
       once: 1.4.0
-    dev: true
 
   /pumpify@1.5.1:
     resolution: {integrity: sha512-oClZI37HvuUJJxSKKrC17bZ9Cu0ZYhEAGPsPUy9KlMUmv9dKX2o77RUmq7f3XjIxbwyGwYzbzQ1L2Ks8sIradQ==}
@@ -14099,7 +14281,6 @@ packages:
 
   /queue-tick@1.0.1:
     resolution: {integrity: sha512-kJt5qhMxoszgU/62PLP1CJytzd2NKetjSRnyuj31fDd3Rlcz3fzlFdFLD1SItunPwyqEOkca6GbV612BWfaBag==}
-    dev: true
 
   /quick-lru@5.1.1:
     resolution: {integrity: sha512-WuyALRjWPDGtt/wzJiadO5AXY+8hZ80hVpe6MyivgraREW751X3SbhRvG3eLKOYN+8VEvqLcf3wdnt44Z4S4SA==}
@@ -14138,8 +14319,6 @@ packages:
       ini: 1.3.8
       minimist: 1.2.8
       strip-json-comments: 2.0.1
-    dev: true
-    optional: true
 
   /react-colorful@5.6.1(react-dom@18.2.0)(react@18.2.0):
     resolution: {integrity: sha512-1exovf0uGTGyq5mXQT0zgQ80uvj2PCwvF8zY1RN9/vbJVSjSo3fsB/4L3ObbF7u70NduSiK4xu4Y6q1MHoUGEw==}
@@ -14388,7 +14567,6 @@ packages:
       inherits: 2.0.4
       string_decoder: 1.3.0
       util-deprecate: 1.0.2
-    dev: true
 
   /readdirp@3.6.0:
     resolution: {integrity: sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==}
@@ -14815,7 +14993,6 @@ packages:
     hasBin: true
     dependencies:
       lru-cache: 6.0.0
-    dev: true
 
   /send@0.18.0:
     resolution: {integrity: sha512-qqWzuOjSFOuqPjFe4NOsMLafToQQwBSOEpS+FwEt3A2V3vKubTquT3vmLTQpFgMXp8AlFWFuP1qKaJZOtPpVXg==}
@@ -14904,6 +15081,21 @@ packages:
       kind-of: 6.0.3
     dev: true
 
+  /sharp@0.32.6:
+    resolution: {integrity: sha512-KyLTWwgcR9Oe4d9HwCwNM2l7+J0dUQwn/yf7S0EnTtb0eVS4RxO0eUSvxPtzT4F3SY+C4K6fqdv/DO27sJ/v/w==}
+    engines: {node: '>=14.15.0'}
+    requiresBuild: true
+    dependencies:
+      color: 4.2.3
+      detect-libc: 2.0.2
+      node-addon-api: 6.1.0
+      prebuild-install: 7.1.1
+      semver: 7.5.4
+      simple-get: 4.0.1
+      tar-fs: 3.0.4
+      tunnel-agent: 0.6.0
+    dev: false
+
   /shebang-command@2.0.0:
     resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==}
     engines: {node: '>=8'}
@@ -14953,8 +15145,6 @@ packages:
   /simple-concat@1.0.1:
     resolution: {integrity: sha512-cSFtAPtRhljv69IK0hTVZQ+OfE9nePi/rtJmw5UjHeVyVroEqJXP1sFztKUy1qU+xvz3u/sfYJLa947b7nAN2Q==}
     requiresBuild: true
-    dev: true
-    optional: true
 
   /simple-get@4.0.1:
     resolution: {integrity: sha512-brv7p5WgH0jmQJr1ZDDfKDOSeWWg+OVypG99A/5vYGPqJ6pxiaHLy8nxtFjBA7oMa01ebA9gfh1uMCFqOuXxvA==}
@@ -14963,8 +15153,12 @@ packages:
       decompress-response: 6.0.0
       once: 1.4.0
       simple-concat: 1.0.1
-    dev: true
-    optional: true
+
+  /simple-swizzle@0.2.2:
+    resolution: {integrity: sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==}
+    dependencies:
+      is-arrayish: 0.3.2
+    dev: false
 
   /simple-update-notifier@1.1.0:
     resolution: {integrity: sha512-VpsrsJSUcJEseSbMHkrsrAVSdvVS5I96Qo1QAQ4FxQ9wXFcB+pjj7FB7/us9+GcgfW4ziHtYMc1J0PLczb55mg==}
@@ -15115,7 +15309,6 @@ packages:
     dependencies:
       fast-fifo: 1.3.2
       queue-tick: 1.0.1
-    dev: true
 
   /string-width@4.2.3:
     resolution: {integrity: sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==}
@@ -15175,7 +15368,6 @@ packages:
     requiresBuild: true
     dependencies:
       safe-buffer: 5.2.1
-    dev: true
 
   /stringify-entities@4.0.3:
     resolution: {integrity: sha512-BP9nNHMhhfcMbiuQKCqMjhDP5yBCAxsPu4pHFFzJ6Alo9dZgY4VLDPutXqIjpRiMoKdp7Av85Gr73Q5uH9k7+g==}
@@ -15230,8 +15422,6 @@ packages:
     resolution: {integrity: sha512-4gB8na07fecVVkOI6Rs4e7T6NOTki5EmL7TUduTs6bu3EdnSycntVJ4re8kgZA+wx9IueI2Y11bfbgwtzuE0KQ==}
     engines: {node: '>=0.10.0'}
     requiresBuild: true
-    dev: true
-    optional: true
 
   /strip-json-comments@3.1.1:
     resolution: {integrity: sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==}
@@ -15486,7 +15676,6 @@ packages:
       mkdirp-classic: 0.5.3
       pump: 3.0.0
       tar-stream: 2.2.0
-    dev: true
 
   /tar-fs@3.0.4:
     resolution: {integrity: sha512-5AFQU8b9qLfZCX9zp2duONhPmZv0hGYiBPJsyUdqMjzq/mqVpy/rEUSeHk1+YitmxugaptgBh5oDGU3VsAJq4w==}
@@ -15494,7 +15683,6 @@ packages:
       mkdirp-classic: 0.5.3
       pump: 3.0.0
       tar-stream: 3.1.6
-    dev: true
 
   /tar-stream@2.2.0:
     resolution: {integrity: sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==}
@@ -15506,7 +15694,6 @@ packages:
       fs-constants: 1.0.0
       inherits: 2.0.4
       readable-stream: 3.6.2
-    dev: true
 
   /tar-stream@3.1.6:
     resolution: {integrity: sha512-B/UyjYwPpMBv+PaFSWAmtYjwdrlEaZQEhMIBFNC5oEG8lpiW8XjcSdmEaClj28ArfKScKHs2nshz3k2le6crsg==}
@@ -15514,7 +15701,6 @@ packages:
       b4a: 1.6.4
       fast-fifo: 1.3.2
       streamx: 2.15.1
-    dev: true
 
   /tar@6.1.13:
     resolution: {integrity: sha512-jdIBIN6LTIe2jqzay/2vtYLlBHa3JF42ot3h1dW8Q0PaAG4v8rm0cvpVePtau5C6OKXGGcgO9q2AMNSWxiLqKw==}
@@ -15782,8 +15968,6 @@ packages:
     requiresBuild: true
     dependencies:
       safe-buffer: 5.2.1
-    dev: true
-    optional: true
 
   /tunnel@0.0.6:
     resolution: {integrity: sha512-1h/Lnq9yajKY2PEbBadPXj3VxsDDu844OnaAo52UVmIzIvwwtBPIuNvkjuzBlTWpfJyUbG3ez0KSBibQkj4ojg==}
@@ -16777,7 +16961,6 @@ packages:
 
   /yallist@4.0.0:
     resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==}
-    dev: true
 
   /yaml@2.3.4:
     resolution: {integrity: sha512-8aAvwVUSHpfEqTQ4w/KMlf3HcRdt50E5ODIQJBw1fQ5RL34xabzxtUlzTXVqc4rkZsPbvrXKWnABCD7kWSmocA==}
diff --git a/provider/docs/package.json b/provider/docs/package.json
index 272136a8..fb167795 100644
--- a/provider/docs/package.json
+++ b/provider/docs/package.json
@@ -22,6 +22,9 @@
     "test": "vitest"
   },
   "dependencies": {
-    "@opencodegraph/provider": "workspace:*"
+    "@opencodegraph/provider": "workspace:*",
+    "@xenova/transformers": "^2.12.1",
+    "onnxruntime-node": "^1.16.3",
+    "onnxruntime-web": "^1.16.3"
   }
 }
diff --git a/provider/docs/src/corpus/corpus.test.ts b/provider/docs/src/corpus/corpus.test.ts
index 9354b27d..248204a3 100644
--- a/provider/docs/src/corpus/corpus.test.ts
+++ b/provider/docs/src/corpus/corpus.test.ts
@@ -1,7 +1,7 @@
 import { describe, expect, test } from 'vitest'
 import { createCorpus, Document } from './corpus'
 
-function doc(docID: string | number, text: string): Document {
+export function doc(docID: string | number, text: string): Document {
     return { docID: typeof docID === 'string' ? docID : docID.toString(), text }
 }
 
diff --git a/provider/docs/src/corpus/search.test.ts b/provider/docs/src/corpus/search.test.ts
index 6251f569..26439957 100644
--- a/provider/docs/src/corpus/search.test.ts
+++ b/provider/docs/src/corpus/search.test.ts
@@ -1,10 +1,7 @@
 import { describe, expect, test } from 'vitest'
-import { createCorpus, Document } from './corpus'
-import { CorpusSearchResult } from './search'
-
-function doc(docID: string | number, text: string): Document {
-    return { docID: typeof docID === 'string' ? docID : docID.toString(), text }
-}
+import { createCorpus } from './corpus'
+import { doc } from './corpus.test'
+import { CorpusSearchResult, embedText } from './search'
 
 describe('Corpus#search', () => {
     test('finds matches', async () => {
@@ -13,3 +10,10 @@ describe('Corpus#search', () => {
         ])
     })
 })
+
+describe('embedText', () => {
+    test('embeds', async () => {
+        const s = await embedText('hello world')
+        expect(s).toBe('123')
+    })
+})
diff --git a/provider/docs/src/corpus/search.ts b/provider/docs/src/corpus/search.ts
index 3eb019d9..f959e211 100644
--- a/provider/docs/src/corpus/search.ts
+++ b/provider/docs/src/corpus/search.ts
@@ -1,5 +1,18 @@
+import { InferenceSession, Tensor } from 'onnxruntime-node/lib/index'
+
 export interface CorpusSearchResult {
     docID: string
     score: number
     excerpt: string
 }
+
+export async function embedText(text: string): Promise<string> {
+    const session = await InferenceSession.create(
+        '/Users/sqs/src/github.com/chroma-core/onnx-embedding/onnx/model.onnx',
+        {}
+    )
+    const inputTensor = new Tensor('float32', Float32Array.from(text.split(' ').map(x => x.charCodeAt(0))))
+    const outputMap = await session.run({ input: inputTensor })
+    const outputTensor = outputMap['output']
+    return outputTensor.data.buffer.slice(0, outputTensor.data.byteLength).toString()
+}