From 88cdd8c87205e46d3bc6c8056cb193635eb97ee9 Mon Sep 17 00:00:00 2001
From: Timothy Carambat <rambat1010@gmail.com>
Date: Wed, 6 Dec 2023 10:36:22 -0800
Subject: [PATCH] Add built-in embedding engine into AnythingLLM (#411)

* Implement use of native embedder (all-Mini-L6-v2)
stop showing prisma queries during dev

* Add native embedder as an available embedder selection

* wrap model loader in try/catch

* print progress on download

* Update to progress output for embedder

* move embedder selection options to component

* forgot import

* add Data privacy alert updates for local embedder
---
 .../NativeEmbeddingOptions/index.jsx          |  10 +
 frontend/src/media/logo/anything-llm-icon.png | Bin 0 -> 204166 bytes
 .../EmbeddingPreference/index.jsx             |  11 +
 .../Steps/DataHandling/index.jsx              |  32 +-
 .../Steps/EmbeddingSelection/index.jsx        |  15 +-
 server/models/systemSettings.js               |   2 +-
 server/package.json                           |   1 +
 server/storage/models/.gitignore              |   2 +
 server/storage/models/README.md               |  13 +
 server/utils/EmbeddingEngines/native/index.js |  80 ++++
 server/utils/helpers/index.js                 |   3 +
 server/utils/helpers/updateENV.js             |   2 +-
 server/utils/prisma/index.js                  |   5 +-
 server/yarn.lock                              | 368 +++++++++++++++++-
 14 files changed, 517 insertions(+), 27 deletions(-)
 create mode 100644 frontend/src/components/EmbeddingSelection/NativeEmbeddingOptions/index.jsx
 create mode 100644 frontend/src/media/logo/anything-llm-icon.png
 create mode 100644 server/storage/models/.gitignore
 create mode 100644 server/storage/models/README.md
 create mode 100644 server/utils/EmbeddingEngines/native/index.js

diff --git a/frontend/src/components/EmbeddingSelection/NativeEmbeddingOptions/index.jsx b/frontend/src/components/EmbeddingSelection/NativeEmbeddingOptions/index.jsx
new file mode 100644
index 000000000..0b384c1f6
--- /dev/null
+++ b/frontend/src/components/EmbeddingSelection/NativeEmbeddingOptions/index.jsx
@@ -0,0 +1,10 @@
+export default function NativeEmbeddingOptions() {
+  return (
+    <div className="w-full h-20 items-center justify-center flex">
+      <p className="text-sm font-base text-white text-opacity-60">
+        There is no set up required when using AnythingLLM's native embedding
+        engine.
+      </p>
+    </div>
+  );
+}
diff --git a/frontend/src/media/logo/anything-llm-icon.png b/frontend/src/media/logo/anything-llm-icon.png
new file mode 100644
index 0000000000000000000000000000000000000000..6d9f3c1ddde569043ada5e58d72fb9259c1e4598
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HcmV?d00001

diff --git a/frontend/src/pages/GeneralSettings/EmbeddingPreference/index.jsx b/frontend/src/pages/GeneralSettings/EmbeddingPreference/index.jsx
index beff0c29a..32efaa986 100644
--- a/frontend/src/pages/GeneralSettings/EmbeddingPreference/index.jsx
+++ b/frontend/src/pages/GeneralSettings/EmbeddingPreference/index.jsx
@@ -5,6 +5,7 @@ import Sidebar, {
 import { isMobile } from "react-device-detect";
 import System from "../../../models/system";
 import showToast from "../../../utils/toast";
+import AnythingLLMIcon from "../../../media/logo/anything-llm-icon.png";
 import OpenAiLogo from "../../../media/llmprovider/openai.png";
 import AzureOpenAiLogo from "../../../media/llmprovider/azure.png";
 import LocalAiLogo from "../../../media/llmprovider/localai.png";
@@ -14,6 +15,7 @@ import ChangeWarningModal from "../../../components/ChangeWarning";
 import OpenAiOptions from "../../../components/EmbeddingSelection/OpenAiOptions";
 import AzureAiOptions from "../../../components/EmbeddingSelection/AzureAiOptions";
 import LocalAiOptions from "../../../components/EmbeddingSelection/LocalAiOptions";
+import NativeEmbeddingOptions from "../../../components/EmbeddingSelection/NativeEmbeddingOptions";
 
 export default function GeneralEmbeddingPreference() {
   const [saving, setSaving] = useState(false);
@@ -138,6 +140,14 @@ export default function GeneralEmbeddingPreference() {
                     name="EmbeddingEngine"
                     value={embeddingChoice}
                   />
+                  <LLMProviderOption
+                    name="AnythingLLM Embedder"
+                    value="native"
+                    description="Use the built-in embedding engine for AnythingLLM. Zero setup!"
+                    checked={embeddingChoice === "native"}
+                    image={AnythingLLMIcon}
+                    onClick={updateChoice}
+                  />
                   <LLMProviderOption
                     name="OpenAI"
                     value="openai"
@@ -167,6 +177,7 @@ export default function GeneralEmbeddingPreference() {
                   />
                 </div>
                 <div className="mt-10 flex flex-wrap gap-4 max-w-[800px]">
+                  {embeddingChoice === "native" && <NativeEmbeddingOptions />}
                   {embeddingChoice === "openai" && (
                     <OpenAiOptions settings={settings} />
                   )}
diff --git a/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/DataHandling/index.jsx b/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/DataHandling/index.jsx
index d988da797..ebb9ae1ec 100644
--- a/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/DataHandling/index.jsx
+++ b/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/DataHandling/index.jsx
@@ -1,5 +1,6 @@
 import React, { memo, useEffect, useState } from "react";
 import System from "../../../../../models/system";
+import AnythingLLMIcon from "../../../../../media/logo/anything-llm-icon.png";
 import OpenAiLogo from "../../../../../media/llmprovider/openai.png";
 import AzureOpenAiLogo from "../../../../../media/llmprovider/azure.png";
 import AnthropicLogo from "../../../../../media/llmprovider/anthropic.png";
@@ -57,7 +58,7 @@ const VECTOR_DB_PRIVACY = {
   chroma: {
     name: "Chroma",
     description: [
-      "Your embedded text not visible outside of your Chroma instance",
+      "Your vectors and document text are stored on your Chroma instance",
       "Access to your instance is managed by you",
     ],
     logo: ChromaLogo,
@@ -65,43 +66,46 @@ const VECTOR_DB_PRIVACY = {
   pinecone: {
     name: "Pinecone",
     description: [
-      "Your embedded text and vectors are visible to Pinecone, but is not accessed",
-      "They manage your data and access to their servers",
+      "Your vectors and document text are stored on Pinecone's servers",
+      "Access to your data is managed by Pinecone",
     ],
     logo: PineconeLogo,
   },
   qdrant: {
     name: "Qdrant",
     description: [
-      "Your embedded text is visible to Qdrant if using a hosted instance",
-      "Your embedded text is not visible to Qdrant if using a self-hosted instance",
-      "Your data is stored on your Qdrant instance",
+      "Your vectors and document text are stored on your Qdrant instance (cloud or self-hosted)",
     ],
     logo: QDrantLogo,
   },
   weaviate: {
     name: "Weaviate",
     description: [
-      "Your embedded text is visible to Weaviate, if using a hosted instance",
-      "Your embedded text is not visible to Weaviate, if using a self-hosted instance",
-      "Your data is stored on your Weaviate instance",
+      "Your vectors and document text are stored on your Weaviate instance (cloud or self-hosted)",
     ],
     logo: WeaviateLogo,
   },
   lancedb: {
     name: "LanceDB",
     description: [
-      "Your embedded text and vectors are only accessible by this AnythingLLM instance",
+      "Your vectors and document text are stored privately on this instance of AnythingLLM",
     ],
     logo: LanceDbLogo,
   },
 };
 
 const EMBEDDING_ENGINE_PRIVACY = {
+  native: {
+    name: "AnythingLLM Embedder",
+    description: [
+      "Your document text is embedded privately on this instance of AnythingLLM",
+    ],
+    logo: AnythingLLMIcon,
+  },
   openai: {
     name: "OpenAI",
     description: [
-      "Your documents are visible to OpenAI",
+      "Your document text is sent to OpenAI servers",
       "Your documents are not used for training",
     ],
     logo: OpenAiLogo,
@@ -109,15 +113,15 @@ const EMBEDDING_ENGINE_PRIVACY = {
   azure: {
     name: "Azure OpenAI",
     description: [
-      "Your documents are not visible to OpenAI or Microsoft",
-      "Your documents not used for training",
+      "Your document text is sent to your Microsoft Azure service",
+      "Your documents are not used for training",
     ],
     logo: AzureOpenAiLogo,
   },
   localai: {
     name: "LocalAI",
     description: [
-      "Your documents are only accessible on the server running LocalAI",
+      "Your document text is embedded privately on the server running LocalAI",
     ],
     logo: LocalAiLogo,
   },
diff --git a/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/EmbeddingSelection/index.jsx b/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/EmbeddingSelection/index.jsx
index c22229c0d..501c88ef0 100644
--- a/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/EmbeddingSelection/index.jsx
+++ b/frontend/src/pages/OnboardingFlow/OnboardingModal/Steps/EmbeddingSelection/index.jsx
@@ -1,4 +1,5 @@
 import React, { memo, useEffect, useState } from "react";
+import AnythingLLMIcon from "../../../../../media/logo/anything-llm-icon.png";
 import OpenAiLogo from "../../../../../media/llmprovider/openai.png";
 import AzureOpenAiLogo from "../../../../../media/llmprovider/azure.png";
 import LocalAiLogo from "../../../../../media/llmprovider/localai.png";
@@ -8,9 +9,10 @@ import LLMProviderOption from "../../../../../components/LLMSelection/LLMProvide
 import OpenAiOptions from "../../../../../components/EmbeddingSelection/OpenAiOptions";
 import AzureAiOptions from "../../../../../components/EmbeddingSelection/AzureAiOptions";
 import LocalAiOptions from "../../../../../components/EmbeddingSelection/LocalAiOptions";
+import NativeEmbeddingOptions from "../../../../../components/EmbeddingSelection/NativeEmbeddingOptions";
 
 function EmbeddingSelection({ nextStep, prevStep, currentStep }) {
-  const [embeddingChoice, setEmbeddingChoice] = useState("openai");
+  const [embeddingChoice, setEmbeddingChoice] = useState("native");
   const [settings, setSettings] = useState(null);
   const [loading, setLoading] = useState(true);
   const updateChoice = (selection) => {
@@ -21,7 +23,7 @@ function EmbeddingSelection({ nextStep, prevStep, currentStep }) {
     async function fetchKeys() {
       const _settings = await System.keys();
       setSettings(_settings);
-      setEmbeddingChoice(_settings?.EmbeddingEngine || "openai");
+      setEmbeddingChoice(_settings?.EmbeddingEngine || "native");
       setLoading(false);
     }
     fetchKeys();
@@ -62,6 +64,14 @@ function EmbeddingSelection({ nextStep, prevStep, currentStep }) {
               name="EmbeddingEngine"
               value={embeddingChoice}
             />
+            <LLMProviderOption
+              name="AnythingLLM Embedder"
+              value="native"
+              description="Use the built-in embedding engine for AnythingLLM. Zero setup!"
+              checked={embeddingChoice === "native"}
+              image={AnythingLLMIcon}
+              onClick={updateChoice}
+            />
             <LLMProviderOption
               name="OpenAI"
               value="openai"
@@ -91,6 +101,7 @@ function EmbeddingSelection({ nextStep, prevStep, currentStep }) {
             />
           </div>
           <div className="mt-4 flex flex-wrap gap-4 max-w-[752px]">
+            {embeddingChoice === "native" && <NativeEmbeddingOptions />}
             {embeddingChoice === "openai" && (
               <OpenAiOptions settings={settings} />
             )}
diff --git a/server/models/systemSettings.js b/server/models/systemSettings.js
index 7556d8f22..3aff56fd7 100644
--- a/server/models/systemSettings.js
+++ b/server/models/systemSettings.js
@@ -15,7 +15,7 @@ const SystemSettings = {
   ],
   currentSettings: async function () {
     const llmProvider = process.env.LLM_PROVIDER || "openai";
-    const vectorDB = process.env.VECTOR_DB || "pinecone";
+    const vectorDB = process.env.VECTOR_DB || "lancedb";
     return {
       CanDebug: !!!process.env.NO_DEBUG,
       RequiresAuth: !!process.env.AUTH_TOKEN,
diff --git a/server/package.json b/server/package.json
index 0c8962bdb..84968389e 100644
--- a/server/package.json
+++ b/server/package.json
@@ -26,6 +26,7 @@
     "@pinecone-database/pinecone": "^0.1.6",
     "@prisma/client": "5.3.0",
     "@qdrant/js-client-rest": "^1.4.0",
+    "@xenova/transformers": "^2.10.0",
     "archiver": "^5.3.1",
     "bcrypt": "^5.1.0",
     "body-parser": "^1.20.2",
diff --git a/server/storage/models/.gitignore b/server/storage/models/.gitignore
new file mode 100644
index 000000000..c3183aa4c
--- /dev/null
+++ b/server/storage/models/.gitignore
@@ -0,0 +1,2 @@
+Xenova
+downloaded/*
\ No newline at end of file
diff --git a/server/storage/models/README.md b/server/storage/models/README.md
new file mode 100644
index 000000000..27fb3c628
--- /dev/null
+++ b/server/storage/models/README.md
@@ -0,0 +1,13 @@
+## Native models used by AnythingLLM
+
+This folder is specifically created as a local cache and storage folder that is used for native models that can run on a CPU.
+
+Currently, AnythingLLM uses this folder for the following parts of the application.
+
+### Embedding
+When your embedding engine preference is `native` we will use the ONNX **all-MiniLM-L6-v2** model built by [Xenova on HuggingFace.co](https://huggingface.co/Xenova/all-MiniLM-L6-v2). This model is a quantized and WASM version of the popular [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) which produces a 384-dimension vector.
+
+If you are using the `native` embedding engine your vector database should be configured to accept 384-dimension models if that parameter is directly editable (Pinecone only).
+
+### Text generation (LLM selection)
+_in progress_
\ No newline at end of file
diff --git a/server/utils/EmbeddingEngines/native/index.js b/server/utils/EmbeddingEngines/native/index.js
new file mode 100644
index 000000000..5f5e17430
--- /dev/null
+++ b/server/utils/EmbeddingEngines/native/index.js
@@ -0,0 +1,80 @@
+const path = require("path");
+const fs = require("fs");
+const { toChunks } = require("../../helpers");
+
+class NativeEmbedder {
+  constructor() {
+    this.model = "Xenova/all-MiniLM-L6-v2";
+    this.cacheDir = path.resolve(
+      process.env.STORAGE_DIR
+        ? path.resolve(process.env.STORAGE_DIR, `models`)
+        : path.resolve(__dirname, `../../../storage/models`)
+    );
+    this.modelPath = path.resolve(this.cacheDir, "Xenova", "all-MiniLM-L6-v2");
+
+    // Limit the number of chunks to send per loop to not overload compute.
+    this.embeddingChunkLimit = 16;
+
+    // Make directory when it does not exist in existing installations
+    if (!fs.existsSync(this.cacheDir)) fs.mkdirSync(this.cacheDir);
+  }
+
+  async embedderClient() {
+    if (!fs.existsSync(this.modelPath)) {
+      console.log(
+        "\x1b[34m[INFO]\x1b[0m The native embedding model has never been run and will be downloaded right now. Subsequent runs will be faster. (~23MB)\n\n"
+      );
+    }
+
+    try {
+      // Convert ESM to CommonJS via import so we can load this library.
+      const pipeline = (...args) =>
+        import("@xenova/transformers").then(({ pipeline }) =>
+          pipeline(...args)
+        );
+      return await pipeline("feature-extraction", this.model, {
+        cache_dir: this.cacheDir,
+        ...(!fs.existsSync(this.modelPath)
+          ? {
+              // Show download progress if we need to download any files
+              progress_callback: (data) => {
+                if (!data.hasOwnProperty("progress")) return;
+                console.log(
+                  `\x1b[34m[Embedding - Downloading Model Files]\x1b[0m ${
+                    data.file
+                  } ${~~data?.progress}%`
+                );
+              },
+            }
+          : {}),
+      });
+    } catch (error) {
+      console.error("Failed to load the native embedding model:", error);
+      throw error;
+    }
+  }
+
+  async embedTextInput(textInput) {
+    const result = await this.embedChunks(textInput);
+    return result?.[0] || [];
+  }
+
+  async embedChunks(textChunks = []) {
+    const Embedder = await this.embedderClient();
+    const embeddingResults = [];
+    for (const chunk of toChunks(textChunks, this.embeddingChunkLimit)) {
+      const output = await Embedder(chunk, {
+        pooling: "mean",
+        normalize: true,
+      });
+      if (output.length === 0) continue;
+      embeddingResults.push(output.tolist());
+    }
+
+    return embeddingResults.length > 0 ? embeddingResults.flat() : null;
+  }
+}
+
+module.exports = {
+  NativeEmbedder,
+};
diff --git a/server/utils/helpers/index.js b/server/utils/helpers/index.js
index 74804b904..b0c88c464 100644
--- a/server/utils/helpers/index.js
+++ b/server/utils/helpers/index.js
@@ -59,6 +59,9 @@ function getEmbeddingEngineSelection() {
     case "localai":
       const { LocalAiEmbedder } = require("../EmbeddingEngines/localAi");
       return new LocalAiEmbedder();
+    case "native":
+      const { NativeEmbedder } = require("../EmbeddingEngines/native");
+      return new NativeEmbedder();
     default:
       return null;
   }
diff --git a/server/utils/helpers/updateENV.js b/server/utils/helpers/updateENV.js
index 02d9b01cb..4b8a19dd7 100644
--- a/server/utils/helpers/updateENV.js
+++ b/server/utils/helpers/updateENV.js
@@ -203,7 +203,7 @@ function validAnthropicModel(input = "") {
 }
 
 function supportedEmbeddingModel(input = "") {
-  const supported = ["openai", "azure", "localai"];
+  const supported = ["openai", "azure", "localai", "native"];
   return supported.includes(input)
     ? null
     : `Invalid Embedding model type. Must be one of ${supported.join(", ")}.`;
diff --git a/server/utils/prisma/index.js b/server/utils/prisma/index.js
index 05c03eb76..4fd9462bb 100644
--- a/server/utils/prisma/index.js
+++ b/server/utils/prisma/index.js
@@ -5,10 +5,7 @@ const { PrismaClient } = require("@prisma/client");
 // npx prisma migrate dev --name init -> ensures that db is in sync with schema
 // npx prisma migrate reset -> resets the db
 
-const isProd = process.env.NODE_ENV === "production";
-const logLevels = isProd
-  ? ["error", "info", "warn"]
-  : ["query", "info", "warn", "error"];
+const logLevels = ["error", "info", "warn"]; // add "query" to debug query logs
 const prisma = new PrismaClient({
   log: logLevels,
 });
diff --git a/server/yarn.lock b/server/yarn.lock
index 0f47a75b1..0a2504acd 100644
--- a/server/yarn.lock
+++ b/server/yarn.lock
@@ -217,6 +217,59 @@
   resolved "https://registry.yarnpkg.com/@prisma/engines/-/engines-5.3.1.tgz#53cc72a5ed176dc27d22305fe5569c64cc78b381"
   integrity sha512-6QkILNyfeeN67BNEPEtkgh3Xo2tm6D7V+UhrkBbRHqKw9CTaz/vvTP/ROwYSP/3JT2MtIutZm/EnhxUiuOPVDA==
 
+"@protobufjs/aspromise@^1.1.1", "@protobufjs/aspromise@^1.1.2":
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/@protobufjs/aspromise/-/aspromise-1.1.2.tgz#9b8b0cc663d669a7d8f6f5d0893a14d348f30fbf"
+  integrity sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==
+
+"@protobufjs/base64@^1.1.2":
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/@protobufjs/base64/-/base64-1.1.2.tgz#4c85730e59b9a1f1f349047dbf24296034bb2735"
+  integrity sha512-AZkcAA5vnN/v4PDqKyMR5lx7hZttPDgClv83E//FMNhR2TMcLUhfRUBHCmSl0oi9zMgDDqRUJkSxO3wm85+XLg==
+
+"@protobufjs/codegen@^2.0.4":
+  version "2.0.4"
+  resolved "https://registry.yarnpkg.com/@protobufjs/codegen/-/codegen-2.0.4.tgz#7ef37f0d010fb028ad1ad59722e506d9262815cb"
+  integrity sha512-YyFaikqM5sH0ziFZCN3xDC7zeGaB/d0IUb9CATugHWbd1FRFwWwt4ld4OYMPWu5a3Xe01mGAULCdqhMlPl29Jg==
+
+"@protobufjs/eventemitter@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@protobufjs/eventemitter/-/eventemitter-1.1.0.tgz#355cbc98bafad5978f9ed095f397621f1d066b70"
+  integrity sha512-j9ednRT81vYJ9OfVuXG6ERSTdEL1xVsNgqpkxMsbIabzSo3goCjDIveeGv5d03om39ML71RdmrGNjG5SReBP/Q==
+
+"@protobufjs/fetch@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@protobufjs/fetch/-/fetch-1.1.0.tgz#ba99fb598614af65700c1619ff06d454b0d84c45"
+  integrity sha512-lljVXpqXebpsijW71PZaCYeIcE5on1w5DlQy5WH6GLbFryLUrBD4932W/E2BSpfRJWseIL4v/KPgBFxDOIdKpQ==
+  dependencies:
+    "@protobufjs/aspromise" "^1.1.1"
+    "@protobufjs/inquire" "^1.1.0"
+
+"@protobufjs/float@^1.0.2":
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/@protobufjs/float/-/float-1.0.2.tgz#5e9e1abdcb73fc0a7cb8b291df78c8cbd97b87d1"
+  integrity sha512-Ddb+kVXlXst9d+R9PfTIxh1EdNkgoRe5tOX6t01f1lYWOvJnSPDBlG241QLzcyPdoNTsblLUdujGSE4RzrTZGQ==
+
+"@protobufjs/inquire@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@protobufjs/inquire/-/inquire-1.1.0.tgz#ff200e3e7cf2429e2dcafc1140828e8cc638f089"
+  integrity sha512-kdSefcPdruJiFMVSbn801t4vFK7KB/5gd2fYvrxhuJYg8ILrmn9SKSX2tZdV6V+ksulWqS7aXjBcRXl3wHoD9Q==
+
+"@protobufjs/path@^1.1.2":
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/@protobufjs/path/-/path-1.1.2.tgz#6cc2b20c5c9ad6ad0dccfd21ca7673d8d7fbf68d"
+  integrity sha512-6JOcJ5Tm08dOHAbdR3GrvP+yUUfkjG5ePsHYczMFLq3ZmMkAD98cDgcT2iA1lJ9NVwFd4tH/iSSoe44YWkltEA==
+
+"@protobufjs/pool@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@protobufjs/pool/-/pool-1.1.0.tgz#09fd15f2d6d3abfa9b65bc366506d6ad7846ff54"
+  integrity sha512-0kELaGSIDBKvcgS4zkjz1PeddatrjYcmMWOlAuAPwAeccUrPHdUqo/J6LiymHHEiJT5NrF1UVwxY14f+fy4WQw==
+
+"@protobufjs/utf8@^1.1.0":
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/@protobufjs/utf8/-/utf8-1.1.0.tgz#a777360b5b39a1a2e5106f8e858f2fd2d060c570"
+  integrity sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw==
+
 "@qdrant/js-client-rest@^1.4.0":
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/@qdrant/js-client-rest/-/js-client-rest-1.4.0.tgz#efd341a9a30b241e7e11f773b581b3102db1adc6"
@@ -273,6 +326,11 @@
   resolved "https://registry.yarnpkg.com/@types/command-line-usage/-/command-line-usage-5.0.2.tgz#ba5e3f6ae5a2009d466679cc431b50635bf1a064"
   integrity sha512-n7RlEEJ+4x4TS7ZQddTmNSxP+zziEG0TNsMfiRIxcIVXt71ENJ9ojeXmGO3wPoTdn7pJcU2xc3CJYMktNT6DPg==
 
+"@types/long@^4.0.1":
+  version "4.0.2"
+  resolved "https://registry.yarnpkg.com/@types/long/-/long-4.0.2.tgz#b74129719fc8d11c01868010082d483b7545591a"
+  integrity sha512-MqTGEo5bj5t157U6fA/BiDynNkn0YknVdh48CMPkTSpFTVmvao5UQmm7uEF6xBEo7qIMAlY/JSleYaE6VOdpaA==
+
 "@types/node-fetch@^2.6.4":
   version "2.6.7"
   resolved "https://registry.yarnpkg.com/@types/node-fetch/-/node-fetch-2.6.7.tgz#a1abe2ce24228b58ad97f99480fdcf9bbc6ab16d"
@@ -291,6 +349,13 @@
   resolved "https://registry.yarnpkg.com/@types/node/-/node-18.14.5.tgz#4a13a6445862159303fc38586598a9396fc408b3"
   integrity sha512-CRT4tMK/DHYhw1fcCEBwME9CSaZNclxfzVMe7GsO6ULSwsttbj70wSiX6rZdIjGblu93sTJxLdhNIT85KKI7Qw==
 
+"@types/node@>=13.7.0":
+  version "20.10.3"
+  resolved "https://registry.yarnpkg.com/@types/node/-/node-20.10.3.tgz#4900adcc7fc189d5af5bb41da8f543cea6962030"
+  integrity sha512-XJavIpZqiXID5Yxnxv3RUDKTN5b81ddNC3ecsA0SoFXz/QU8OGBwZGMomiq0zw+uuqbL/krztv/DINAQ/EV4gg==
+  dependencies:
+    undici-types "~5.26.4"
+
 "@types/node@^18.11.18":
   version "18.18.7"
   resolved "https://registry.yarnpkg.com/@types/node/-/node-18.18.7.tgz#bb3a7068dc4ba421b6968f2a259298b3a4e129e8"
@@ -315,6 +380,16 @@
   dependencies:
     "@types/node" "*"
 
+"@xenova/transformers@^2.10.0":
+  version "2.10.0"
+  resolved "https://registry.yarnpkg.com/@xenova/transformers/-/transformers-2.10.0.tgz#ae97d724a3addf78de7314336a9f7b28ed96a140"
+  integrity sha512-Al9WKiOsimAC3mU9Ef434GkHF0izmeAM7mMMx5npdWsWLAYL8fmJXCrULj6uCfjomMQ7jyN9rDtKpp570hffiw==
+  dependencies:
+    onnxruntime-web "1.14.0"
+    sharp "^0.32.0"
+  optionalDependencies:
+    onnxruntime-node "1.14.0"
+
 abbrev@1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/abbrev/-/abbrev-1.1.1.tgz#f8f2c887ad10bf67f634f005b6987fed3179aac8"
@@ -512,6 +587,11 @@ axios@^0.27.0:
     follow-redirects "^1.14.9"
     form-data "^4.0.0"
 
+b4a@^1.6.4:
+  version "1.6.4"
+  resolved "https://registry.yarnpkg.com/b4a/-/b4a-1.6.4.tgz#ef1c1422cae5ce6535ec191baeed7567443f36c9"
+  integrity sha512-fpWrvyVHEKyeEvbKZTVOeZF3VSKKWtJxFIxX/jaVPf+cLbGUSitjb49pHLqPV2BUNNZ0LcoeEGfE/YCpyDYHIw==
+
 balanced-match@^1.0.0:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/balanced-match/-/balanced-match-1.0.2.tgz#e83e3a7e3f300b34cb9d87f615fa0cbf357690ee"
@@ -723,6 +803,11 @@ chokidar@^3.5.2:
   optionalDependencies:
     fsevents "~2.3.2"
 
+chownr@^1.1.1:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/chownr/-/chownr-1.1.4.tgz#6fc9d7b42d32a583596337666e7d08084da2cc6b"
+  integrity sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==
+
 chownr@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/chownr/-/chownr-2.0.0.tgz#15bfbe53d2eab4cf70f18a8cd68ebe5b3cb1dece"
@@ -747,16 +832,44 @@ color-convert@^1.9.0:
   dependencies:
     color-name "1.1.3"
 
+color-convert@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/color-convert/-/color-convert-2.0.1.tgz#72d3a68d598c9bdb3af2ad1e84f21d896abd4de3"
+  integrity sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==
+  dependencies:
+    color-name "~1.1.4"
+
 color-name@1.1.3:
   version "1.1.3"
   resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.3.tgz#a7d0558bd89c42f795dd42328f740831ca53bc25"
   integrity sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==
 
+color-name@^1.0.0, color-name@~1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
+  integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
+
+color-string@^1.9.0:
+  version "1.9.1"
+  resolved "https://registry.yarnpkg.com/color-string/-/color-string-1.9.1.tgz#4467f9146f036f855b764dfb5bf8582bf342c7a4"
+  integrity sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==
+  dependencies:
+    color-name "^1.0.0"
+    simple-swizzle "^0.2.2"
+
 color-support@^1.1.2, color-support@^1.1.3:
   version "1.1.3"
   resolved "https://registry.yarnpkg.com/color-support/-/color-support-1.1.3.tgz#93834379a1cc9a0c61f82f52f0d04322251bd5a2"
   integrity sha512-qiBjkpbMLO/HL68y+lh4q0/O1MZFj2RX6X/KmMa3+gJD3z+WwI1ZzDHysvqHGS3mP6mznPckpXmw1nI9cJjyRg==
 
+color@^4.2.3:
+  version "4.2.3"
+  resolved "https://registry.yarnpkg.com/color/-/color-4.2.3.tgz#d781ecb5e57224ee43ea9627560107c0e0c6463a"
+  integrity sha512-1rXeuUUiGGrykh+CeBdu5Ie7OJwinCgQY0bc7GCRxy5xVHy+moaqkpL/jqQq0MtQOeYcrqEz4abc5f0KtU7W4A==
+  dependencies:
+    color-convert "^2.0.1"
+    color-string "^1.9.0"
+
 colors@^1.4.0:
   version "1.4.0"
   resolved "https://registry.yarnpkg.com/colors/-/colors-1.4.0.tgz#c50491479d4c1bdaed2c9ced32cf7c7dc2360f78"
@@ -905,7 +1018,14 @@ debug@^3.2.7:
   dependencies:
     ms "^2.1.1"
 
-deep-extend@~0.6.0:
+decompress-response@^6.0.0:
+  version "6.0.0"
+  resolved "https://registry.yarnpkg.com/decompress-response/-/decompress-response-6.0.0.tgz#ca387612ddb7e104bd16d85aab00d5ecf09c66fc"
+  integrity sha512-aW35yZM6Bb/4oJlZncMH2LCoZtJXTRxES17vE3hoRiowU2kWHaJKFkSBDnDR+cm9J+9QhXmREyIfv0pji9ejCQ==
+  dependencies:
+    mimic-response "^3.1.0"
+
+deep-extend@^0.6.0, deep-extend@~0.6.0:
   version "0.6.0"
   resolved "https://registry.yarnpkg.com/deep-extend/-/deep-extend-0.6.0.tgz#c4fa7c95404a17a9c3e8ca7e1537312b736330ac"
   integrity sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA==
@@ -940,7 +1060,7 @@ destroy@1.2.0:
   resolved "https://registry.yarnpkg.com/destroy/-/destroy-1.2.0.tgz#4803735509ad8be552934c67df614f94e66fa015"
   integrity sha512-2sJGJTaXIIaR1w4iJSNoN0hnMY7Gpc/n8D4qSCJw8QqFWXf7cuAgnEHxBpweaVcPevC2l3KpjYCx3NypQQgaJg==
 
-detect-libc@^2.0.0:
+detect-libc@^2.0.0, detect-libc@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/detect-libc/-/detect-libc-2.0.2.tgz#8ccf2ba9315350e1241b88d0ac3b0e1fbd99605d"
   integrity sha512-UX6sGumvvqSaXgdKGUsgZWqcUyIXZ/vZTrlRT/iobiKhGL0zL4d3osHj3uqllWJK+i+sixDS/3COVEOFbupFyw==
@@ -1034,6 +1154,11 @@ eventemitter3@^4.0.4:
   resolved "https://registry.yarnpkg.com/eventemitter3/-/eventemitter3-4.0.7.tgz#2de9b68f6528d5644ef5c59526a1b4a07306169f"
   integrity sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw==
 
+expand-template@^2.0.3:
+  version "2.0.3"
+  resolved "https://registry.yarnpkg.com/expand-template/-/expand-template-2.0.3.tgz#6e14b3fcee0f3a6340ecb57d2e8918692052a47c"
+  integrity sha512-XYfuKMvj4O35f/pOXLObndIRvyQ+/+6AhODh+OKWj9S9498pHHn/IMszH+gt0fBCRWMNfk1ZSp5x3AifmnI2vg==
+
 expr-eval@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/expr-eval/-/expr-eval-2.0.2.tgz#fa6f044a7b0c93fde830954eb9c5b0f7fbc7e201"
@@ -1097,6 +1222,11 @@ extract-zip@^2.0.1:
   optionalDependencies:
     "@types/yauzl" "^2.9.1"
 
+fast-fifo@^1.1.0, fast-fifo@^1.2.0:
+  version "1.3.2"
+  resolved "https://registry.yarnpkg.com/fast-fifo/-/fast-fifo-1.3.2.tgz#286e31de96eb96d38a97899815740ba2a4f3640c"
+  integrity sha512-/d9sfos4yxzpwkDkuN7k2SqFKtYNmCTzgfEpz82x34IM9/zc8KGxQoXg1liNC/izpRM/MBdt44Nmx41ZWqk+FQ==
+
 fast-text-encoding@^1.0.0:
   version "1.0.6"
   resolved "https://registry.yarnpkg.com/fast-text-encoding/-/fast-text-encoding-1.0.6.tgz#0aa25f7f638222e3396d72bf936afcf1d42d6867"
@@ -1146,6 +1276,11 @@ flatbuffers@23.3.3:
   resolved "https://registry.yarnpkg.com/flatbuffers/-/flatbuffers-23.3.3.tgz#23654ba7a98d4b866a977ae668fe4f8969f34a66"
   integrity sha512-jmreOaAT1t55keaf+Z259Tvh8tR/Srry9K8dgCgvizhKSEr6gLGgaOJI2WFL5fkOpGOGRZwxUrlFn0GCmXUy6g==
 
+flatbuffers@^1.12.0:
+  version "1.12.0"
+  resolved "https://registry.yarnpkg.com/flatbuffers/-/flatbuffers-1.12.0.tgz#72e87d1726cb1b216e839ef02658aa87dcef68aa"
+  integrity sha512-c7CZADjRcl6j0PlvFy0ZqXQ67qSEZfrVPynmnL+2zPc+NtMvrF8Y0QceMo7QqnSPc7+uWjUIAbvCQ5WIKlMVdQ==
+
 follow-redirects@^1.14.8, follow-redirects@^1.14.9:
   version "1.15.2"
   resolved "https://registry.yarnpkg.com/follow-redirects/-/follow-redirects-1.15.2.tgz#b460864144ba63f2681096f274c4e57026da2c13"
@@ -1283,6 +1418,11 @@ get-stream@^5.1.0:
   dependencies:
     pump "^3.0.0"
 
+github-from-package@0.0.0:
+  version "0.0.0"
+  resolved "https://registry.yarnpkg.com/github-from-package/-/github-from-package-0.0.0.tgz#97fb5d96bfde8973313f20e8288ef9a167fa64ce"
+  integrity sha512-SyHy3T1v2NUXn29OsWdxmK6RwHD+vkj3v8en8AOBZ1wBQ/hCAQ5bAQTD02kW4W9tUp/3Qh6J8r9EvntiyCmOOw==
+
 glob-parent@~5.1.2:
   version "5.1.2"
   resolved "https://registry.yarnpkg.com/glob-parent/-/glob-parent-5.1.2.tgz#869832c58034fe68a4093c17dc15e8340d8401c4"
@@ -1365,6 +1505,11 @@ gtoken@^6.1.0:
     google-p12-pem "^4.0.0"
     jws "^4.0.0"
 
+guid-typescript@^1.0.9:
+  version "1.0.9"
+  resolved "https://registry.yarnpkg.com/guid-typescript/-/guid-typescript-1.0.9.tgz#e35f77003535b0297ea08548f5ace6adb1480ddc"
+  integrity sha512-Y8T4vYhEfwJOTbouREvG+3XDsjr8E3kIr7uf+JZ0BYloFsttiHU0WfvANVsR7TxNUJa/WpCnw/Ino/p+DeBhBQ==
+
 has-flag@^3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/has-flag/-/has-flag-3.0.0.tgz#b5d454dc2199ae225699f3467e5a07f3b955bafd"
@@ -1508,6 +1653,11 @@ inherits@2.0.3:
   resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.3.tgz#633c2c83e3da42a502f52466022480f4208261de"
   integrity sha512-x00IRNXNy63jwGkJmzPigoySHbaqpNuzKbBOmzK+g2OdZpQ9w+sxCN+VSB3ja7IAge2OP2qpfxTjeNcyjmW1uw==
 
+ini@~1.3.0:
+  version "1.3.8"
+  resolved "https://registry.yarnpkg.com/ini/-/ini-1.3.8.tgz#a29da425b48806f34767a4efce397269af28432c"
+  integrity sha512-JV/yugV2uzW5iMRSiZAyDtQd+nxtUnjeLt0acNdw98kKLrvuRVyB80tsREOE7yvGVgalhZ6RNXCmEHkUKBKxew==
+
 ip@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/ip/-/ip-2.0.0.tgz#4cf4ab182fee2314c75ede1276f8c80b479936da"
@@ -1523,6 +1673,11 @@ is-any-array@^2.0.0:
   resolved "https://registry.yarnpkg.com/is-any-array/-/is-any-array-2.0.1.tgz#9233242a9c098220290aa2ec28f82ca7fa79899e"
   integrity sha512-UtilS7hLRu++wb/WBAw9bNuP1Eg04Ivn1vERJck8zJthEvXCBEBpGR/33u/xLKWEQf95803oalHrVDptcAvFdQ==
 
+is-arrayish@^0.3.1:
+  version "0.3.2"
+  resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.3.2.tgz#4574a2ae56f7ab206896fb431eaeed066fdf8f03"
+  integrity sha512-eVRqCvVlZbuw3GrM63ovNSNAeA1K16kaR/LRY/92w0zxQ5/1YzwblUX652i4Xs9RwAGjW9d9y6X88t8OaAJfWQ==
+
 is-binary-path@~2.1.0:
   version "2.1.0"
   resolved "https://registry.yarnpkg.com/is-binary-path/-/is-binary-path-2.1.0.tgz#ea1f7f3b80f064236e83470f86c09c254fb45b09"
@@ -1774,6 +1929,11 @@ lodash.union@^4.6.0:
   resolved "https://registry.yarnpkg.com/lodash.union/-/lodash.union-4.6.0.tgz#48bb5088409f16f1821666641c44dd1aaae3cd88"
   integrity sha512-c4pB2CdGrGdjMKYLA+XiRDO7Y0PRQbm/Gzg8qMj+QH+pFVAoTp5sBpO0odL3FjoPCGjK96p6qsP+yQoiLoOBcw==
 
+long@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/long/-/long-4.0.0.tgz#9a7b71cfb7d361a194ea555241c92f7468d5bf28"
+  integrity sha512-XsP+KhQif4bjX1kbuSiySJFNAehNxgLb6hPRGJ9QsUr8ajHkuXGdrHmFUTUUXhDwVX2R5bY4JNZEwbUiMhV+MA==
+
 lru-cache@^6.0.0:
   version "6.0.0"
   resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-6.0.0.tgz#6d6fe6570ebd96aaf90fcad1dafa3b2566db3a94"
@@ -1856,6 +2016,11 @@ mime@^3.0.0:
   resolved "https://registry.yarnpkg.com/mime/-/mime-3.0.0.tgz#b374550dca3a0c18443b0c950a6a58f1931cf7a7"
   integrity sha512-jSCU7/VB1loIWBZe14aEYHU/+1UMEHoaO7qxCOVJOw9GgH72VAWppxNcjU+x9a2k3GSIBXNKxXQFqRvvZ7vr3A==
 
+mimic-response@^3.1.0:
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/mimic-response/-/mimic-response-3.1.0.tgz#2d1d59af9c1b129815accc2c46a022a5ce1fa3c9"
+  integrity sha512-z0yWI+4FDrrweS8Zmt4Ej5HdJmky15+L2e6Wgn3+iK5fWzb6T3fhNFq2+MeTRb064c6Wr4N/wv0DzQTjNzHNGQ==
+
 minimatch@^3.1.1, minimatch@^3.1.2:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-3.1.2.tgz#19cd194bfd3e428f049a70817c038d89ab4be35b"
@@ -1870,7 +2035,7 @@ minimatch@^5.1.0:
   dependencies:
     brace-expansion "^2.0.1"
 
-minimist@^1.2.6:
+minimist@^1.2.0, minimist@^1.2.3, minimist@^1.2.6:
   version "1.2.8"
   resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
   integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==
@@ -1934,6 +2099,11 @@ minizlib@^2.0.0, minizlib@^2.1.1:
     minipass "^3.0.0"
     yallist "^4.0.0"
 
+mkdirp-classic@^0.5.2, mkdirp-classic@^0.5.3:
+  version "0.5.3"
+  resolved "https://registry.yarnpkg.com/mkdirp-classic/-/mkdirp-classic-0.5.3.tgz#fa10c9115cc6d8865be221ba47ee9bed78601113"
+  integrity sha512-gKLcREMhtuZRwRAfqP3RFW+TK4JqApVBtOIftVgjuABpAtpxhPGaDcfvbhNvD0B8iD1oUr/txX35NjcaY6Ns/A==
+
 mkdirp@^0.5.4:
   version "0.5.6"
   resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-0.5.6.tgz#7def03d2432dcae4ba1d611445c48396062255f6"
@@ -2015,11 +2185,23 @@ multer@^1.4.5-lts.1:
     type-is "^1.6.4"
     xtend "^4.0.0"
 
+napi-build-utils@^1.0.1:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/napi-build-utils/-/napi-build-utils-1.0.2.tgz#b1fddc0b2c46e380a0b7a76f984dd47c41a13806"
+  integrity sha512-ONmRUqK7zj7DWX0D9ADe03wbwOBZxNAfF20PlGfCWQcD3+/MakShIHrMqx9YwPTfxDdF1zLeL+RGZiR9kGMLdg==
+
 negotiator@0.6.3, negotiator@^0.6.2:
   version "0.6.3"
   resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-0.6.3.tgz#58e323a72fedc0d6f9cd4d31fe49f51479590ccd"
   integrity sha512-+EUsqGPLsM+j/zdChZjsnX51g4XrHFOIXwfnCVPGlQk/k5giakcKsuxCObBRu6DSm9opw/O6slWbJdghQM4bBg==
 
+node-abi@^3.3.0:
+  version "3.52.0"
+  resolved "https://registry.yarnpkg.com/node-abi/-/node-abi-3.52.0.tgz#ffba0a85f54e552547e5849015f40f9514d5ba7c"
+  integrity sha512-JJ98b02z16ILv7859irtXn4oUaFWADtvkzy2c0IAatNVX2Mc9Yoh8z6hZInn3QwvMEYhHuQloYi+TTQy67SIdQ==
+  dependencies:
+    semver "^7.3.5"
+
 node-addon-api@^4.2.0:
   version "4.3.0"
   resolved "https://registry.yarnpkg.com/node-addon-api/-/node-addon-api-4.3.0.tgz#52a1a0b475193e0928e98e0426a0d1254782b77f"
@@ -2030,6 +2212,11 @@ node-addon-api@^5.0.0:
   resolved "https://registry.yarnpkg.com/node-addon-api/-/node-addon-api-5.1.0.tgz#49da1ca055e109a23d537e9de43c09cca21eb762"
   integrity sha512-eh0GgfEkpnoWDq+VY8OyvYhFEzBk6jIYbRKdIlyTiAXIVJ8PyBaKb0rp7oDtoddbdoHWhq8wwr+XZ81F1rpNdA==
 
+node-addon-api@^6.1.0:
+  version "6.1.0"
+  resolved "https://registry.yarnpkg.com/node-addon-api/-/node-addon-api-6.1.0.tgz#ac8470034e58e67d0c6f1204a18ae6995d9c0d76"
+  integrity sha512-+eawOlIgy680F0kBzPUNFhMZGtJ1YmqM6l4+Crf4IkImjYrO/mqPwRMh352g23uIaQKFItcQ64I7KMaJxHgAVA==
+
 node-domexception@1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/node-domexception/-/node-domexception-1.0.0.tgz#6888db46a1f71c0b76b3f7555016b63fe64766e5"
@@ -2152,6 +2339,37 @@ once@^1.3.0, once@^1.3.1, once@^1.4.0:
   dependencies:
     wrappy "1"
 
+onnx-proto@^4.0.4:
+  version "4.0.4"
+  resolved "https://registry.yarnpkg.com/onnx-proto/-/onnx-proto-4.0.4.tgz#2431a25bee25148e915906dda0687aafe3b9e044"
+  integrity sha512-aldMOB3HRoo6q/phyB6QRQxSt895HNNw82BNyZ2CMh4bjeKv7g/c+VpAFtJuEMVfYLMbRx61hbuqnKceLeDcDA==
+  dependencies:
+    protobufjs "^6.8.8"
+
+onnxruntime-common@~1.14.0:
+  version "1.14.0"
+  resolved "https://registry.yarnpkg.com/onnxruntime-common/-/onnxruntime-common-1.14.0.tgz#2bb5dac5261269779aa5fb6536ca379657de8bf6"
+  integrity sha512-3LJpegM2iMNRX2wUmtYfeX/ytfOzNwAWKSq1HbRrKc9+uqG/FsEA0bbKZl1btQeZaXhC26l44NWpNUeXPII7Ew==
+
+onnxruntime-node@1.14.0:
+  version "1.14.0"
+  resolved "https://registry.yarnpkg.com/onnxruntime-node/-/onnxruntime-node-1.14.0.tgz#c4ae6c355cfae7d83abaf36dd39a905c4a010217"
+  integrity sha512-5ba7TWomIV/9b6NH/1x/8QEeowsb+jBEvFzU6z0T4mNsFwdPqXeFUM7uxC6QeSRkEbWu3qEB0VMjrvzN/0S9+w==
+  dependencies:
+    onnxruntime-common "~1.14.0"
+
+onnxruntime-web@1.14.0:
+  version "1.14.0"
+  resolved "https://registry.yarnpkg.com/onnxruntime-web/-/onnxruntime-web-1.14.0.tgz#c8cee538781b1d4c1c6b043934f4a3e6ddf1466e"
+  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"
+
 openai@^3.2.0, openai@^3.2.1:
   version "3.3.0"
   resolved "https://registry.yarnpkg.com/openai/-/openai-3.3.0.tgz#a6408016ad0945738e1febf43f2fccca83a3f532"
@@ -2234,6 +2452,11 @@ pinecone-client@^1.1.0:
   dependencies:
     ky "^0.33.1"
 
+platform@^1.3.6:
+  version "1.3.6"
+  resolved "https://registry.yarnpkg.com/platform/-/platform-1.3.6.tgz#48b4ce983164b209c2d45a107adb31f473a6e7a7"
+  integrity sha512-fnWVljUchTro6RiCFvCXBbNhJc2NijN7oIQxbwsyL0buWJPG85v81ehlHI9fXrJsMNgTofEoWIQeClKpgxFLrg==
+
 posthog-node@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/posthog-node/-/posthog-node-3.1.1.tgz#f92c44a871552c9bfb98bf4cc8fd326d36af6cbd"
@@ -2242,6 +2465,24 @@ posthog-node@^3.1.1:
     axios "^0.27.0"
     rusha "^0.8.14"
 
+prebuild-install@^7.1.1:
+  version "7.1.1"
+  resolved "https://registry.yarnpkg.com/prebuild-install/-/prebuild-install-7.1.1.tgz#de97d5b34a70a0c81334fd24641f2a1702352e45"
+  integrity sha512-jAXscXWMcCK8GgCoHOfIr0ODh5ai8mj63L2nWrjuAgXE6tDyYGnx4/8o/rCgU+B4JSyZBKbeZqzhtwtC3ovxjw==
+  dependencies:
+    detect-libc "^2.0.0"
+    expand-template "^2.0.3"
+    github-from-package "0.0.0"
+    minimist "^1.2.3"
+    mkdirp-classic "^0.5.3"
+    napi-build-utils "^1.0.1"
+    node-abi "^3.3.0"
+    pump "^3.0.0"
+    rc "^1.2.7"
+    simple-get "^4.0.0"
+    tar-fs "^2.0.0"
+    tunnel-agent "^0.6.0"
+
 prettier@^2.4.1:
   version "2.8.8"
   resolved "https://registry.yarnpkg.com/prettier/-/prettier-2.8.8.tgz#e8c5d7e98a4305ffe3de2e1fc4aca1a71c28b1da"
@@ -2272,6 +2513,25 @@ promise-retry@^2.0.1:
     err-code "^2.0.2"
     retry "^0.12.0"
 
+protobufjs@^6.8.8:
+  version "6.11.4"
+  resolved "https://registry.yarnpkg.com/protobufjs/-/protobufjs-6.11.4.tgz#29a412c38bf70d89e537b6d02d904a6f448173aa"
+  integrity sha512-5kQWPaJHi1WoCpjTGszzQ32PG2F4+wRY6BmAT4Vfw56Q2FZ4YZzK20xUYQH4YkfehY1e6QSICrJquM6xXZNcrw==
+  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" "^4.0.1"
+    "@types/node" ">=13.7.0"
+    long "^4.0.0"
+
 proxy-addr@~2.0.7:
   version "2.0.7"
   resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.7.tgz#f19fe69ceab311eeb94b42e70e8c2070f9ba1025"
@@ -2307,6 +2567,11 @@ qs@^6.7.0:
   dependencies:
     side-channel "^1.0.4"
 
+queue-tick@^1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/queue-tick/-/queue-tick-1.0.1.tgz#f6f07ac82c1fd60f82e098b417a80e52f1f4c142"
+  integrity sha512-kJt5qhMxoszgU/62PLP1CJytzd2NKetjSRnyuj31fDd3Rlcz3fzlFdFLD1SItunPwyqEOkca6GbV612BWfaBag==
+
 range-parser@~1.2.1:
   version "1.2.1"
   resolved "https://registry.yarnpkg.com/range-parser/-/range-parser-1.2.1.tgz#3cf37023d199e1c24d1a55b84800c2f3e6468031"
@@ -2332,6 +2597,16 @@ raw-body@2.5.2:
     iconv-lite "0.4.24"
     unpipe "1.0.0"
 
+rc@^1.2.7:
+  version "1.2.8"
+  resolved "https://registry.yarnpkg.com/rc/-/rc-1.2.8.tgz#cd924bf5200a075b83c188cd6b9e211b7fc0d3ed"
+  integrity sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw==
+  dependencies:
+    deep-extend "^0.6.0"
+    ini "~1.3.0"
+    minimist "^1.2.0"
+    strip-json-comments "~2.0.1"
+
 readable-stream@^2.0.0, readable-stream@^2.0.5, readable-stream@^2.2.2:
   version "2.3.8"
   resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.8.tgz#91125e8042bba1b9887f49345f6277027ce8be9b"
@@ -2425,7 +2700,7 @@ semver@^6.0.0:
   resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
   integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==
 
-semver@^7.3.5:
+semver@^7.3.5, semver@^7.5.4:
   version "7.5.4"
   resolved "https://registry.yarnpkg.com/semver/-/semver-7.5.4.tgz#483986ec4ed38e1c6c48c34894a9182dbff68a6e"
   integrity sha512-1bCSESV6Pv+i21Hvpxp3Dx+pSD8lIPt8uVjRrxAUt/nbswYc+tK6Y2btiULjd4+fnq15PX+nqQDC7Oft7WkwcA==
@@ -2494,6 +2769,20 @@ setprototypeof@1.2.0:
   resolved "https://registry.yarnpkg.com/setprototypeof/-/setprototypeof-1.2.0.tgz#66c9a24a73f9fc28cbe66b09fed3d33dcaf1b424"
   integrity sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==
 
+sharp@^0.32.0:
+  version "0.32.6"
+  resolved "https://registry.yarnpkg.com/sharp/-/sharp-0.32.6.tgz#6ad30c0b7cd910df65d5f355f774aa4fce45732a"
+  integrity sha512-KyLTWwgcR9Oe4d9HwCwNM2l7+J0dUQwn/yf7S0EnTtb0eVS4RxO0eUSvxPtzT4F3SY+C4K6fqdv/DO27sJ/v/w==
+  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"
+
 side-channel@^1.0.4:
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/side-channel/-/side-channel-1.0.4.tgz#efce5c8fdc104ee751b25c58d4290011fa5ea2cf"
@@ -2508,6 +2797,27 @@ signal-exit@^3.0.0, signal-exit@^3.0.7:
   resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.7.tgz#a9a1767f8af84155114eaabd73f99273c8f59ad9"
   integrity sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ==
 
+simple-concat@^1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/simple-concat/-/simple-concat-1.0.1.tgz#f46976082ba35c2263f1c8ab5edfe26c41c9552f"
+  integrity sha512-cSFtAPtRhljv69IK0hTVZQ+OfE9nePi/rtJmw5UjHeVyVroEqJXP1sFztKUy1qU+xvz3u/sfYJLa947b7nAN2Q==
+
+simple-get@^4.0.0, simple-get@^4.0.1:
+  version "4.0.1"
+  resolved "https://registry.yarnpkg.com/simple-get/-/simple-get-4.0.1.tgz#4a39db549287c979d352112fa03fd99fd6bc3543"
+  integrity sha512-brv7p5WgH0jmQJr1ZDDfKDOSeWWg+OVypG99A/5vYGPqJ6pxiaHLy8nxtFjBA7oMa01ebA9gfh1uMCFqOuXxvA==
+  dependencies:
+    decompress-response "^6.0.0"
+    once "^1.3.1"
+    simple-concat "^1.0.0"
+
+simple-swizzle@^0.2.2:
+  version "0.2.2"
+  resolved "https://registry.yarnpkg.com/simple-swizzle/-/simple-swizzle-0.2.2.tgz#a4da6b635ffcccca33f70d17cb92592de95e557a"
+  integrity sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==
+  dependencies:
+    is-arrayish "^0.3.1"
+
 simple-update-notifier@^1.0.7:
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/simple-update-notifier/-/simple-update-notifier-1.1.0.tgz#67694c121de354af592b347cdba798463ed49c82"
@@ -2580,6 +2890,14 @@ streamsearch@^1.1.0:
   resolved "https://registry.yarnpkg.com/streamsearch/-/streamsearch-1.1.0.tgz#404dd1e2247ca94af554e841a8ef0eaa238da764"
   integrity sha512-Mcc5wHehp9aXz1ax6bZUyY5afg9u2rv5cqQI3mRrYkGC8rW2hM02jWuwjtL++LS5qinSyhj2QfLyNsuc+VsExg==
 
+streamx@^2.15.0:
+  version "2.15.5"
+  resolved "https://registry.yarnpkg.com/streamx/-/streamx-2.15.5.tgz#87bcef4dc7f0b883f9359671203344a4e004c7f1"
+  integrity sha512-9thPGMkKC2GctCzyCUjME3yR03x2xNo0GPKGkRw2UMYN+gqWa9uqpyNWhmsNCutU5zHmkUum0LsCRQTXUgUCAg==
+  dependencies:
+    fast-fifo "^1.1.0"
+    queue-tick "^1.0.1"
+
 "string-width@^1.0.2 || 2 || 3 || 4", string-width@^4.2.3:
   version "4.2.3"
   resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010"
@@ -2610,6 +2928,11 @@ strip-ansi@^6.0.1:
   dependencies:
     ansi-regex "^5.0.1"
 
+strip-json-comments@~2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-2.0.1.tgz#3c531942e908c2697c0ec344858c286c7ca0a60a"
+  integrity sha512-4gB8na07fecVVkOI6Rs4e7T6NOTki5EmL7TUduTs6bu3EdnSycntVJ4re8kgZA+wx9IueI2Y11bfbgwtzuE0KQ==
+
 supports-color@^5.3.0, supports-color@^5.5.0:
   version "5.5.0"
   resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f"
@@ -2649,7 +2972,26 @@ table-layout@^1.0.2:
     typical "^5.2.0"
     wordwrapjs "^4.0.0"
 
-tar-stream@^2.2.0:
+tar-fs@^2.0.0:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/tar-fs/-/tar-fs-2.1.1.tgz#489a15ab85f1f0befabb370b7de4f9eb5cbe8784"
+  integrity sha512-V0r2Y9scmbDRLCNex/+hYzvp/zyYjvFbHPNgVTKfQvVrb6guiE/fxP+XblDNR011utopbkex2nM4dHNV6GDsng==
+  dependencies:
+    chownr "^1.1.1"
+    mkdirp-classic "^0.5.2"
+    pump "^3.0.0"
+    tar-stream "^2.1.4"
+
+tar-fs@^3.0.4:
+  version "3.0.4"
+  resolved "https://registry.yarnpkg.com/tar-fs/-/tar-fs-3.0.4.tgz#a21dc60a2d5d9f55e0089ccd78124f1d3771dbbf"
+  integrity sha512-5AFQU8b9qLfZCX9zp2duONhPmZv0hGYiBPJsyUdqMjzq/mqVpy/rEUSeHk1+YitmxugaptgBh5oDGU3VsAJq4w==
+  dependencies:
+    mkdirp-classic "^0.5.2"
+    pump "^3.0.0"
+    tar-stream "^3.1.5"
+
+tar-stream@^2.1.4, tar-stream@^2.2.0:
   version "2.2.0"
   resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-2.2.0.tgz#acad84c284136b060dc3faa64474aa9aebd77287"
   integrity sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==
@@ -2660,6 +3002,15 @@ tar-stream@^2.2.0:
     inherits "^2.0.3"
     readable-stream "^3.1.1"
 
+tar-stream@^3.1.5:
+  version "3.1.6"
+  resolved "https://registry.yarnpkg.com/tar-stream/-/tar-stream-3.1.6.tgz#6520607b55a06f4a2e2e04db360ba7d338cc5bab"
+  integrity sha512-B/UyjYwPpMBv+PaFSWAmtYjwdrlEaZQEhMIBFNC5oEG8lpiW8XjcSdmEaClj28ArfKScKHs2nshz3k2le6crsg==
+  dependencies:
+    b4a "^1.6.4"
+    fast-fifo "^1.2.0"
+    streamx "^2.15.0"
+
 tar@^6.0.2, tar@^6.1.11, tar@^6.1.2:
   version "6.1.15"
   resolved "https://registry.yarnpkg.com/tar/-/tar-6.1.15.tgz#c9738b0b98845a3b344d334b8fa3041aaba53a69"
@@ -2706,6 +3057,13 @@ tslib@^2.5.0:
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.0.tgz#b295854684dbda164e181d259a22cd779dcd7bc3"
   integrity sha512-7At1WUettjcSRHXCyYtTselblcHl9PJFFVKiCAy/bY97+BPZXSQ2wbq0P9s8tK2G7dFQfNnlJnPAiArVBVBsfA==
 
+tunnel-agent@^0.6.0:
+  version "0.6.0"
+  resolved "https://registry.yarnpkg.com/tunnel-agent/-/tunnel-agent-0.6.0.tgz#27a5dea06b36b04a0a9966774b290868f0fc40fd"
+  integrity sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w==
+  dependencies:
+    safe-buffer "^5.0.1"
+
 type-is@^1.6.4, type-is@~1.6.18:
   version "1.6.18"
   resolved "https://registry.yarnpkg.com/type-is/-/type-is-1.6.18.tgz#4e552cd05df09467dcbc4ef739de89f2cf37c131"
-- 
GitLab