Upload and process documents via UI + document processor in docker image (#65)

* implement dnd uploader
show file upload progress
write files to hotdirector
build simple flaskAPI to process files one off

* move document processor calls to util
build out dockerfile to run both procs at the same time
update UI to check for document processor before upload
* disable pragma update on boot
* dockerfile changes

* add filetype restrictions based on python app support response and show rejected files in the UI

* cleanup

* stub migrations on boot to prevent exit condition

* update CF template for AWS deploy

aws/cloudformation/DEPLOY.md

@@ -11,7 +11,7 @@ The output of this cloudformation stack will be:
 
 **Requirements**
 - An AWS account with billing information.
-  - AnythingLLM can run within the free tier using a t2.micro and 10Gib SSD hard disk volume
+  - AnythingLLM (GUI + document processor) must use a t2.small minimum and 10Gib SSD hard disk volume
 - `.env` file that is filled out with your settings and set up in the `docker/` folder
 
 ## How to deploy on AWS

aws/cloudformation/cf_template.template

@@ -5,13 +5,13 @@
     "InstanceType": {
       "Description": "EC2 instance type",
       "Type": "String",
-      "Default": "t2.micro"
+      "Default": "t2.small"
     },
     "InstanceVolume": {
       "Description": "Storage size of disk on Instance in GB",
       "Type": "Number",
       "Default": 10,
-      "MinValue": 2
+      "MinValue": 4
     }
   },
   "Resources": {
@@ -96,7 +96,6 @@
                 "!SUB::USER::CONTENT!",
                 "UID=\"1000\"\n",
                 "GID=\"1000\"\n",
-                "CLOUD_BUILD=1\n",
                 "END\n",
                 "cd ../frontend\n",
                 "rm -rf .env.production\n",
@@ -105,6 +104,17 @@
                 "VITE_API_BASE=\"/api\"\n",
                 "END\n",
                 "sudo docker-compose -f /home/ec2-user/anything-llm/docker/docker-compose.yml up -d\n",
+                "echo \"Container ID: $(sudo docker ps --latest --quiet)\"\n",
+                "sudo docker container exec -u 0 -t $(sudo docker ps --latest --quiet) mkdir -p /app/server/storage /app/server/storage/documents /app/server/storage/vector-cache /app/server/storage/lancedb\n",
+                "echo \"Placeholder folders in storage created.\"\n",
+                "sudo docker container exec -u 0 -t $(sudo docker ps --latest --quiet) touch /app/server/storage/anythingllm.db\n",
+                "echo \"SQLite DB placeholder set.\"\n",
+                "sudo docker container exec -u 0 -t $(sudo docker ps --latest --quiet) chown -R anythingllm:anythingllm /app/collector /app/server\n",
+                "echo \"File permissions corrected.\"\n",
+                "export ONLINE=$(curl -Is http://localhost:3001/api/ping | head -n 1|cut -d$' ' -f2)\n",
+                "echo \"Health check: $ONLINE\"\n",
+                "if [ \"$ONLINE\" = 200 ] ; then echo \"Running migrations...\" && curl -Is http://localhost:3001/api/migrate | head -n 1|cut -d$' ' -f2; fi\n",
+                "echo \"Setup complete! AnythingLLM instance is now online!\"\n",
                 "\n",
                 "--//--\n"
               ]

collector/.gitignore

@@ -1,6 +1,8 @@
 outputs/*/*.json
 hotdir/*
 hotdir/processed/*
+hotdir/failed/*
 !hotdir/__HOTDIR__.md
 !hotdir/processed
+!hotdir/failed
 

collector/README.md

@@ -43,3 +43,9 @@ If collection fails at any point in the process it will pick up where it last ba
 - [Enable YouTube Data APIV3](https://console.cloud.google.com/apis/library/youtube.googleapis.com)
 - Once enabled generate a Credential key for this API
 - Paste your key after `GOOGLE_APIS_KEY=` in your `collector/.env` file.
+
+### Running the document processing API locally
+From the `collector` directory with the `v-env` active run `flask run --host '0.0.0.0' --port 8888`.
+Now uploads from the frontend will be processed as if you ran the `watch.py` script manually.
+
+**Docker**: If you run this application via docker the API is already started for you and no additional action is needed.

collector/api.py

@@ -0,0 +1,21 @@
+from flask import Flask, json, request
+from scripts.watch.process_single import process_single
+from scripts.watch.filetypes import ACCEPTED_MIMES
+api = Flask(__name__)
+
+WATCH_DIRECTORY = "hotdir"
+@api.route('/process', methods=['POST'])
+def process_file():
+  content = request.json
+  target_filename = content.get('filename')
+  print(f"Processing {target_filename}")
+  success, reason = process_single(WATCH_DIRECTORY, target_filename)
+  return json.dumps({'filename': target_filename, 'success': success, 'reason': reason})
+
+@api.route('/accepts', methods=['GET'])
+def get_accepted_filetypes():
+  return json.dumps(ACCEPTED_MIMES)
+
+@api.route('/', methods=['GET'])
+def root():
+  return "<p>Use POST /process with filename key in JSON body in order to process a file. File by that name must exist in hotdir already.</p>"

collector/requirements.txt

@@ -9,6 +9,7 @@ async-timeout==4.0.2
 attrs==23.1.0
 backoff==2.2.1
 beautifulsoup4==4.12.2
+blinker==1.6.2
 bs4==0.0.1
 certifi==2023.5.7
 cffi==1.15.1
@@ -24,21 +25,26 @@ docx2txt==0.8
 et-xmlfile==1.1.0
 exceptiongroup==1.1.1
 fake-useragent==1.1.3
+Flask==2.3.2
 frozenlist==1.3.3
 grapheme==0.6.0
 greenlet==2.0.2
+gunicorn==20.1.0
 h11==0.14.0
 httpcore==0.16.3
 httpx==0.23.3
 idna==3.4
-InquirerPy==0.3.4
 importlib-metadata==6.6.0
 importlib-resources==5.12.0
+inquirerpy==0.3.4
 install==1.3.5
+itsdangerous==2.1.2
+Jinja2==3.1.2
 joblib==1.2.0
 langchain==0.0.189
 lxml==4.9.2
 Markdown==3.4.3
+MarkupSafe==2.1.3
 marshmallow==3.19.0
 marshmallow-enum==1.5.1
 monotonic==1.6
@@ -55,6 +61,7 @@ packaging==23.1
 pandas==1.5.3
 parse==1.19.0
 pdfminer.six==20221105
+pfzy==0.3.4
 Pillow==9.5.0
 prompt-toolkit==3.0.38
 pycparser==2.21
@@ -96,6 +103,7 @@ uuid==1.30
 w3lib==2.1.1
 wcwidth==0.2.6
 websockets==10.4
+Werkzeug==2.3.6
 wrapt==1.14.1
 xlrd==2.0.1
 XlsxWriter==3.1.2

collector/scripts/watch/convert/as_docx.py

@@ -9,6 +9,7 @@ def as_docx(**kwargs):
   parent_dir = kwargs.get('directory', 'hotdir')
   filename = kwargs.get('filename')
   ext = kwargs.get('ext', '.txt')
+  remove = kwargs.get('remove_on_complete', False)
   fullpath = f"{parent_dir}/{filename}{ext}"
 
   loader = Docx2txtLoader(fullpath)
@@ -28,13 +29,14 @@ def as_docx(**kwargs):
   }
   
   write_to_server_documents(data, f"{slugify(filename)}-{data.get('id')}")
-  move_source(parent_dir, f"{filename}{ext}")
+  move_source(parent_dir, f"{filename}{ext}", remove=remove)
   print(f"[SUCCESS]: {filename}{ext} converted & ready for embedding.\n")
 
 def as_odt(**kwargs):
   parent_dir = kwargs.get('directory', 'hotdir')
   filename = kwargs.get('filename')
   ext = kwargs.get('ext', '.txt')
+  remove = kwargs.get('remove_on_complete', False)
   fullpath = f"{parent_dir}/{filename}{ext}"
 
   loader = UnstructuredODTLoader(fullpath)
@@ -54,5 +56,5 @@ def as_odt(**kwargs):
   }
   
   write_to_server_documents(data, f"{slugify(filename)}-{data.get('id')}")
-  move_source(parent_dir, f"{filename}{ext}")
+  move_source(parent_dir, f"{filename}{ext}", remove=remove)
   print(f"[SUCCESS]: {filename}{ext} converted & ready for embedding.\n")

collector/scripts/watch/convert/as_markdown.py

@@ -9,6 +9,7 @@ def as_markdown(**kwargs):
   parent_dir = kwargs.get('directory', 'hotdir')
   filename = kwargs.get('filename')
   ext = kwargs.get('ext', '.txt')
+  remove = kwargs.get('remove_on_complete', False)
   fullpath = f"{parent_dir}/{filename}{ext}"
 
   loader = UnstructuredMarkdownLoader(fullpath)
@@ -28,5 +29,5 @@ def as_markdown(**kwargs):
   }
   
   write_to_server_documents(data, f"{slugify(filename)}-{data.get('id')}")
-  move_source(parent_dir, f"{filename}{ext}")
+  move_source(parent_dir, f"{filename}{ext}", remove=remove)
   print(f"[SUCCESS]: {filename}{ext} converted & ready for embedding.\n")

collector/scripts/watch/convert/as_pdf.py

@@ -9,6 +9,7 @@ def as_pdf(**kwargs):
   parent_dir = kwargs.get('directory', 'hotdir')
   filename = kwargs.get('filename')
   ext = kwargs.get('ext', '.txt')
+  remove = kwargs.get('remove_on_complete', False)
   fullpath = f"{parent_dir}/{filename}{ext}"
 
   loader = PyPDFLoader(fullpath)
@@ -32,5 +33,5 @@ def as_pdf(**kwargs):
     }
     write_to_server_documents(data, f"{slugify(filename)}-pg{pg_num}-{data.get('id')}")
 
-  move_source(parent_dir, f"{filename}{ext}")
+  move_source(parent_dir, f"{filename}{ext}", remove=remove)
   print(f"[SUCCESS]: {filename}{ext} converted & ready for embedding.\n")

collector/scripts/watch/convert/as_text.py

@@ -8,6 +8,7 @@ def as_text(**kwargs):
   parent_dir = kwargs.get('directory', 'hotdir')
   filename = kwargs.get('filename')
   ext = kwargs.get('ext', '.txt')
+  remove = kwargs.get('remove_on_complete', False)
   fullpath = f"{parent_dir}/{filename}{ext}"
   content = open(fullpath).read()
 
@@ -24,5 +25,5 @@ def as_text(**kwargs):
   }
   
   write_to_server_documents(data, f"{slugify(filename)}-{data.get('id')}")
-  move_source(parent_dir, f"{filename}{ext}")
+  move_source(parent_dir, f"{filename}{ext}", remove=remove)
   print(f"[SUCCESS]: {filename}{ext} converted & ready for embedding.\n")

collector/scripts/watch/filetypes.py

@@ -10,3 +10,10 @@ FILETYPES = {
     '.docx': as_docx,
     '.odt': as_odt,
 }
+
+ACCEPTED_MIMES = {
+    'text/plain': ['.txt', '.md'],
+    'application/vnd.openxmlformats-officedocument.wordprocessingml.document': ['.docx'],
+    'application/vnd.oasis.opendocument.text': ['.odt'],
+    'application/pdf': ['.pdf'],
+}

collector/scripts/watch/main.py

@@ -1,5 +1,6 @@
 import os
 from .filetypes import FILETYPES
+from .utils import move_source
 
 RESERVED = ['__HOTDIR__.md']
 def watch_for_changes(directory):
@@ -10,7 +11,8 @@ def watch_for_changes(directory):
     if filename in ['.DS_Store'] or fileext == '': continue
 
     if fileext not in FILETYPES.keys():
-      print(f"{fileext} not a supported file type for conversion. Please remove from hot directory.")
+      print(f"{fileext} not a supported file type for conversion. Removing from hot directory.")
+      move_source(new_destination_filename=raw_doc, failed=True)
       continue
 
     FILETYPES[fileext](

collector/scripts/watch/process_single.py

@@ -0,0 +1,35 @@
+import os
+from .filetypes import FILETYPES
+from .utils import move_source
+
+RESERVED = ['__HOTDIR__.md']
+
+# This script will do a one-off processing of a specific document that exists in hotdir.
+# For this function we remove the original source document since there is no need to keep it and it will
+# only occupy additional disk space.
+def process_single(directory, target_doc):
+  if os.path.isdir(f"{directory}/{target_doc}") or target_doc in RESERVED: return (False, "Not a file")
+  
+  if os.path.exists(f"{directory}/{target_doc}") is False: 
+    print(f"{directory}/{target_doc} does not exist.")
+    return (False, f"{directory}/{target_doc} does not exist.")
+
+  filename, fileext = os.path.splitext(target_doc)
+  if filename in ['.DS_Store'] or fileext == '': return False
+  if fileext == '.lock':
+    print(f"{filename} is locked - skipping until unlocked")
+    return (False, f"{filename} is locked - skipping until unlocked")
+
+  if fileext not in FILETYPES.keys():
+    print(f"{fileext} not a supported file type for conversion. It will not be processed.")
+    move_source(new_destination_filename=target_doc, failed=True, remove=True)
+    return (False, f"{fileext} not a supported file type for conversion. It will not be processed.")
+
+  FILETYPES[fileext](
+    directory=directory,
+    filename=filename,
+    ext=fileext,
+    remove_on_complete=True # remove source document to save disk space.
+  )
+
+  return (True, None)

collector/scripts/watch/utils.py

@@ -15,8 +15,13 @@ def file_creation_time(path_to_file):
   except AttributeError:
     return datetime.today().strftime('%Y-%m-%d %H:%M:%S')
 
-def move_source(working_dir='hotdir', new_destination_filename= ''):
+def move_source(working_dir='hotdir', new_destination_filename='', failed=False, remove=False):
-  destination = f"{working_dir}/processed"
+  if remove and os.path.exists(f"{working_dir}/{new_destination_filename}"):
+    print(f"{new_destination_filename} deleted from filesystem")
+    os.remove(f"{working_dir}/{new_destination_filename}")
+    return
+
+  destination = f"{working_dir}/processed" if not failed else f"{working_dir}/failed"
   if os.path.exists(destination) == False:
     os.mkdir(destination)
   

collector/wsgi.py

@@ -0,0 +1,4 @@
+from api import api
+
+if __name__ == '__main__':
+  api.run(debug=False)

docker/Dockerfile

@@ -4,7 +4,6 @@ FROM ubuntu:jammy-20230522 AS base
 # Build arguments
 ARG ARG_UID
 ARG ARG_GID
-ARG ARG_CLOUD_BUILD=0 # Default to local docker build
 
 # Install system dependencies
 RUN DEBIAN_FRONTEND=noninteractive apt-get update && \
@@ -32,13 +31,15 @@ RUN groupadd -g $ARG_GID anythingllm && \
     useradd -u $ARG_UID -m -d /app -s /bin/bash -g anythingllm anythingllm && \
     mkdir -p /app/frontend/ /app/server/ /app/collector/ && chown -R anythingllm:anythingllm /app
 
-# Copy the docker entrypoint and healthcheck scripts
+# Copy docker helper scripts
 COPY ./docker/docker-entrypoint.sh /usr/local/bin/
 COPY ./docker/docker-healthcheck.sh /usr/local/bin/
+COPY ./docker/dual_boot.sh /usr/local/bin/
 
 # Ensure the scripts are executable
 RUN chmod +x /usr/local/bin/docker-entrypoint.sh && \
-    chmod +x /usr/local/bin/docker-healthcheck.sh
+    chmod +x /usr/local/bin/docker-healthcheck.sh && \
+    chmod 777 /usr/local/bin/dual_boot.sh
 
 USER anythingllm
 
@@ -89,18 +90,7 @@ EXPOSE 3001
 HEALTHCHECK --interval=1m --timeout=10s --start-period=1m \
   CMD /bin/bash /usr/local/bin/docker-healthcheck.sh || exit 1
 
-# Docker will still install deps as root so need to force chown
-# or else
-USER root
-RUN if [ "$ARG_CLOUD_BUILD" = 1 ] ; then \
-    echo "Reowning all files as user!" && \
-    mkdir -p app/server/storage app/server/storage/documents app/server/storage/vector-cache app/server/storage/lancedb && \
-    touch anythingllm.db && \
-    chown -R anythingllm:anythingllm /app/collector /app/server; \
-  fi
-USER anythingllm
-
 # Run the server
 ENTRYPOINT ["docker-entrypoint.sh"]
 
-CMD ["node", "/app/server/index.js"]
+CMD /bin/bash /usr/local/bin/dual_boot.sh

docker/docker-compose.yml

@@ -3,8 +3,6 @@ version: '3.9'
 networks:
   anything-llm:
     driver: bridge
-  # chroma_net:
-  #   external: true
 
 services:
   anything-llm:
@@ -17,7 +15,6 @@ services:
       args:
         ARG_UID: ${UID}
         ARG_GID: ${GID}
-        ARG_CLOUD_BUILD: ${CLOUD_BUILD}
     volumes:
       - "../server/storage:/app/server/storage"
       - "../collector/hotdir/:/app/collector/hotdir"
@@ -29,4 +26,3 @@ services:
       - .env
     networks:
       - anything-llm
-      # - chroma_net

docker/dual_boot.sh

@@ -0,0 +1,5 @@
+#!/bin/bash
+node /app/server/index.js &
+{ FLASK_ENV=production FLASK_APP=wsgi.py cd collector && gunicorn --workers 4 --bind 0.0.0.0:8888 wsgi:api; } &
+wait -n
+exit $?

frontend/package.json

@@ -20,7 +20,9 @@
     "react": "^18.2.0",
     "react-device-detect": "^2.2.2",
     "react-dom": "^18.2.0",
+    "react-dropzone": "^14.2.3",
     "react-feather": "^2.0.10",
+    "react-loading-icons": "^1.1.0",
     "react-loading-skeleton": "^3.1.0",
     "react-router-dom": "^6.3.0",
     "text-case": "^1.0.9",

frontend/src/components/Modals/MangeWorkspace/Documents/Directory/index.jsx

@@ -135,10 +135,10 @@ export default function Directory({
       </div>
       {showDetails && (
         <div className="ml-[20px] flex flex-col gap-y-1 my-1 p-2 rounded-md bg-slate-200 font-mono text-sm overflow-x-scroll">
-          {Object.entries(meta).map(([key, value]) => {
+          {Object.entries(meta).map(([key, value], i) => {
             if (key === "cached") return null;
             return (
-              <p className="whitespace-pre">
+              <p key={i} className="whitespace-pre">
                 {key}: {value}
               </p>
             );

frontend/src/components/Modals/MangeWorkspace/Documents/index.jsx

@@ -6,6 +6,7 @@ import { useParams } from "react-router-dom";
 import Directory from "./Directory";
 import ConfirmationModal from "./ConfirmationModal";
 import CannotRemoveModal from "./CannotRemoveModal";
+import { AlertTriangle } from "react-feather";
 
 export default function DocumentSettings({ workspace }) {
   const { slug } = useParams();
@@ -17,16 +18,21 @@ export default function DocumentSettings({ workspace }) {
   const [selectedFiles, setSelectFiles] = useState([]);
   const [vectordb, setVectorDB] = useState(null);
   const [showingNoRemovalModal, setShowingNoRemovalModal] = useState(false);
+  const [hasFiles, setHasFiles] = useState(true);
 
   useEffect(() => {
     async function fetchKeys() {
       const localFiles = await System.localFiles();
       const settings = await System.keys();
       const originalDocs = workspace.documents.map((doc) => doc.docpath) || [];
+      const hasAnyFiles = localFiles.items.some(
+        (folder) => folder?.items?.length > 0
+      );
       setDirectories(localFiles);
       setOriginalDocuments([...originalDocs]);
       setSelectFiles([...originalDocs]);
       setVectorDB(settings?.VectorDB);
+      setHasFiles(hasAnyFiles);
       setLoading(false);
     }
     fetchKeys();
@@ -162,6 +168,16 @@ export default function DocumentSettings({ workspace }) {
       )}
       <div className="p-6 flex h-full w-full max-h-[80vh] overflow-y-scroll">
         <div className="flex flex-col gap-y-1 w-full">
+          {!hasFiles && (
+            <div className="mb-4 w-full gap-x-2 rounded-lg h-10 border bg-orange-200 border-orange-800 dark:bg-orange-300 text-orange-800 flex  items-center justify-center">
+              <AlertTriangle className="h-6 w-6" />
+              <p className="text-sm">
+                You don't have any files uploaded. Upload a file via the "Upload
+                Docs" tab.
+              </p>
+            </div>
+          )}
+
           <div className="flex flex-col mb-2">
             <p className="text-gray-800 dark:text-stone-200 text-base ">
               Select folders to add or remove from workspace.

frontend/src/components/Modals/MangeWorkspace/Upload/FileUploadProgress/index.jsx

@@ -0,0 +1,73 @@
+import React, { useState, useEffect, memo } from "react";
+import Workspace from "../../../../../models/workspace";
+import truncate from "truncate";
+import { humanFileSize, milliToHms } from "../../../../../utils/numbers";
+import { CheckCircle, XCircle } from "react-feather";
+import { Grid } from "react-loading-icons";
+
+function FileUploadProgressComponent({
+  slug,
+  file,
+  rejected = false,
+  reason = null,
+}) {
+  const [timerMs, setTimerMs] = useState(10);
+  const [status, setStatus] = useState(file?.rejected ? "uploading" : "failed");
+
+  useEffect(() => {
+    async function uploadFile() {
+      const start = Number(new Date());
+      const formData = new FormData();
+      formData.append("file", file, file.name);
+      const timer = setInterval(() => {
+        setTimerMs(Number(new Date()) - start);
+      }, 100);
+
+      // Chunk streaming not working in production so we just sit and wait
+      await Workspace.uploadFile(slug, formData);
+      setStatus("complete");
+      clearInterval(timer);
+    }
+    !!file && !rejected && uploadFile();
+  }, []);
+
+  if (rejected) {
+    return (
+      <div className="w-fit px-2 py-2 flex items-center gap-x-4 rounded-lg bg-blue-100 border-blue-600 dark:bg-stone-800 bg-opacity-50 border dark:border-stone-600">
+        <div className="w-6 h-6">
+          <XCircle className="w-6 h-6 stroke-white bg-red-500 rounded-full p-1 w-full h-full" />
+        </div>
+        <div className="flex flex-col">
+          <p className="text-black dark:text-stone-200 text-sm font-mono overflow-x-scroll">
+            {truncate(file.name, 30)}
+          </p>
+          <p className="text-red-700 dark:text-red-400 text-xs font-mono">
+            {reason}
+          </p>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="w-fit px-2 py-2 flex items-center gap-x-4 rounded-lg bg-blue-100 border-blue-600 dark:bg-stone-800 bg-opacity-50 border dark:border-stone-600">
+      <div className="w-6 h-6">
+        {status !== "complete" ? (
+          <Grid className="w-6 h-6 grid-loader" />
+        ) : (
+          <CheckCircle className="w-6 h-6 stroke-white bg-green-500 rounded-full p-1 w-full h-full" />
+        )}
+      </div>
+      <div className="flex flex-col">
+        <p className="text-black dark:text-stone-200 text-sm font-mono overflow-x-scroll">
+          {truncate(file.name, 30)}
+        </p>
+        <p className="text-gray-700 dark:text-stone-400 text-xs font-mono">
+          {humanFileSize(file.size)} | {milliToHms(timerMs)}
+        </p>
+      </div>
+    </div>
+  );
+}
+
+export default memo(FileUploadProgressComponent);

frontend/src/components/Modals/MangeWorkspace/Upload/index.jsx

@@ -0,0 +1,190 @@
+import React, { useState, useCallback, useEffect } from "react";
+import Workspace from "../../../../models/workspace";
+import paths from "../../../../utils/paths";
+import FileUploadProgress from "./FileUploadProgress";
+import { useDropzone } from "react-dropzone";
+import { v4 } from "uuid";
+import System from "../../../../models/system";
+import { Frown } from "react-feather";
+
+export default function UploadToWorkspace({ workspace, fileTypes }) {
+  const [ready, setReady] = useState(null);
+  const [files, setFiles] = useState([]);
+  const onDrop = useCallback(async (acceptedFiles, rejections) => {
+    const newAccepted = acceptedFiles.map((file) => {
+      return {
+        uid: v4(),
+        file,
+      };
+    });
+    const newRejected = rejections.map((file) => {
+      return {
+        uid: v4(),
+        file: file.file,
+        rejected: true,
+        reason: file.errors[0].code,
+      };
+    });
+
+    setFiles([...files, ...newAccepted, ...newRejected]);
+  }, []);
+
+  useEffect(() => {
+    async function checkProcessorOnline() {
+      const online = await System.checkDocumentProcessorOnline();
+      setReady(online);
+    }
+    checkProcessorOnline();
+  }, []);
+
+  const { getRootProps, getInputProps } = useDropzone({
+    onDrop,
+    accept: {
+      ...fileTypes,
+    },
+  });
+
+  const deleteWorkspace = async () => {
+    if (
+      !window.confirm(
+        `You are about to delete your entire ${workspace.name} workspace. This will remove all vector embeddings on your vector database.\n\nThe original source files will remain untouched. This action is irreversible.`
+      )
+    )
+      return false;
+    await Workspace.delete(workspace.slug);
+    workspace.slug === slug
+      ? (window.location = paths.home())
+      : window.location.reload();
+  };
+
+  if (ready === null) {
+    return (
+      <ModalWrapper deleteWorkspace={deleteWorkspace}>
+        <div className="outline-none transition-all cursor-wait duration-300 bg-stone-400 bg-opacity-20 flex h-[20rem] overflow-y-scroll overflow-x-hidden rounded-lg">
+          <div className="flex flex-col gap-y-1 w-full h-full items-center justify-center">
+            <p className="text-slate-400 text-xs">
+              Checking document processor is online - please wait.
+            </p>
+            <p className="text-slate-400 text-xs">
+              this should only take a few moments.
+            </p>
+          </div>
+        </div>
+      </ModalWrapper>
+    );
+  }
+
+  if (ready === false) {
+    return (
+      <ModalWrapper deleteWorkspace={deleteWorkspace}>
+        <div className="outline-none transition-all duration-300 bg-red-200 flex h-[20rem] overflow-y-scroll overflow-x-hidden rounded-lg">
+          <div className="flex flex-col gap-y-1 w-full h-full items-center justify-center">
+            <Frown className="w-8 h-8 text-red-800" />
+            <p className="text-red-800 text-xs">
+              Document processor is offline.
+            </p>
+            <p className="text-red-800 text-xs">
+              you cannot upload documents from the UI right now
+            </p>
+          </div>
+        </div>
+      </ModalWrapper>
+    );
+  }
+
+  return (
+    <ModalWrapper deleteWorkspace={deleteWorkspace}>
+      <div
+        {...getRootProps()}
+        className="outline-none transition-all cursor-pointer duration-300 hover:bg-opacity-40 bg-stone-400 bg-opacity-20 flex h-[20rem] overflow-y-scroll overflow-x-hidden rounded-lg"
+      >
+        <input {...getInputProps()} />
+        {files.length === 0 ? (
+          <div className="flex flex-col items-center justify-center w-full h-full">
+            <div className="flex flex-col items-center justify-center pt-5 pb-6">
+              <svg
+                aria-hidden="true"
+                className="w-10 h-10 mb-3 text-gray-600 dark:text-slate-300"
+                fill="none"
+                stroke="currentColor"
+                viewBox="0 0 24 24"
+                xmlns="http://www.w3.org/2000/svg"
+              >
+                <path
+                  strokeLinecap="round"
+                  strokeLinejoin="round"
+                  strokeWidth="2"
+                  d="M7 16a4 4 0 01-.88-7.903A5 5 0 1115.9 6L16 6a5 5 0 011 9.9M15 13l-3-3m0 0l-3 3m3-3v12"
+                ></path>
+              </svg>
+              <p className="mb-2 text-sm text-gray-600 dark:text-slate-300">
+                <span className="font-semibold">Click to upload</span> or drag
+                and drop
+              </p>
+              <p className="text-xs text-gray-600 dark:text-slate-300"></p>
+            </div>
+          </div>
+        ) : (
+          <div className="flex flex-col w-full p-4 gap-y-2">
+            {files.map((file) => (
+              <FileUploadProgress
+                key={file.uid}
+                file={file.file}
+                slug={workspace.slug}
+                rejected={file?.rejected}
+                reason={file?.reason}
+              />
+            ))}
+          </div>
+        )}
+      </div>
+      <p className="text-gray-600 dark:text-stone-400 text-xs ">
+        supported file extensions are{" "}
+        <code className="text-xs bg-gray-200 text-gray-800 dark:bg-stone-800 dark:text-slate-400 font-mono rounded-sm px-1">
+          {Object.values(fileTypes).flat().join(" ")}
+        </code>
+      </p>
+    </ModalWrapper>
+  );
+}
+
+function ModalWrapper({ deleteWorkspace, children }) {
+  return (
+    <>
+      <div className="p-6 flex h-full w-full max-h-[80vh] overflow-y-scroll">
+        <div className="flex flex-col gap-y-1 w-full">
+          <div className="flex flex-col mb-2">
+            <p className="text-gray-800 dark:text-stone-200 text-base ">
+              Add documents to your workspace.
+            </p>
+            <p className="text-gray-600 dark:text-stone-400 text-xs ">
+              These files will be uploaded to the document processor running on
+              this AnythingLLM instance. These files are not sent or shared with
+              a third party.
+            </p>
+            {process.env.NODE_ENV !== "production" && (
+              <div className="mt-2 text-gray-600 dark:text-stone-400 text-xs">
+                <div className="w-[1px] bg-stone-400 w-full" />
+                Local Environment Notice: You must have the{" "}
+                <code className="text-xs bg-gray-200 text-gray-800 dark:bg-stone-800 dark:text-slate-400 font-mono rounded-sm px-1">
+                  python document processor app
+                </code>{" "}
+                running for these documents to process.
+              </div>
+            )}
+          </div>
+          {children}
+        </div>
+      </div>
+      <div className="flex items-center justify-between p-6 space-x-2 border-t border-gray-200 rounded-b dark:border-gray-600">
+        <button
+          onClick={deleteWorkspace}
+          type="button"
+          className="border border-transparent text-gray-500 bg-white hover:bg-red-100 rounded-lg text-sm font-medium px-5 py-2.5 hover:text-red-900 focus:z-10 dark:bg-transparent dark:text-gray-300 dark:hover:text-white dark:hover:bg-red-600"
+        >
+          Delete Workspace
+        </button>
+      </div>
+    </>
+  );
+}

frontend/src/components/Modals/MangeWorkspace/index.jsx

@@ -1,13 +1,16 @@
 import React, { useState, useEffect } from "react";
-import { Archive, Sliders, X } from "react-feather";
+import { Archive, Sliders, UploadCloud, X } from "react-feather";
 import DocumentSettings from "./Documents";
 import WorkspaceSettings from "./Settings";
 import { useParams } from "react-router-dom";
 import Workspace from "../../../models/workspace";
+import System from "../../../models/system";
+import UploadToWorkspace from "./Upload";
 
 const TABS = {
   documents: DocumentSettings,
   settings: WorkspaceSettings,
+  upload: UploadToWorkspace,
 };
 
 const noop = () => false;
@@ -18,6 +21,15 @@ export default function ManageWorkspace({
   const { slug } = useParams();
   const [selectedTab, setSelectedTab] = useState("documents");
   const [workspace, setWorkspace] = useState(null);
+  const [fileTypes, setFileTypes] = useState(null);
+
+  useEffect(() => {
+    async function checkSupportedFiletypes() {
+      const acceptedTypes = await System.acceptedDocumentTypes();
+      setFileTypes(acceptedTypes ?? {});
+    }
+    checkSupportedFiletypes();
+  }, []);
 
   useEffect(() => {
     async function fetchWorkspace() {
@@ -57,7 +69,11 @@ export default function ManageWorkspace({
               changeTab={setSelectedTab}
             />
           </div>
-          <Component hideModal={hideModal} workspace={workspace} />
+          <Component
+            hideModal={hideModal}
+            workspace={workspace}
+            fileTypes={fileTypes}
+          />
         </div>
       </div>
     </div>
@@ -75,6 +91,13 @@ function WorkspaceSettingTabs({ selectedTab, changeTab }) {
           icon={<Archive className="h-4 w-4" />}
           onClick={changeTab}
         />
+        <WorkspaceTab
+          active={selectedTab === "upload"}
+          displayName="Upload Docs"
+          tabName="upload"
+          icon={<UploadCloud className="h-4 w-4" />}
+          onClick={changeTab}
+        />
         <WorkspaceTab
           active={selectedTab === "settings"}
           displayName="Settings"

frontend/src/index.css

@@ -291,3 +291,7 @@ a {
     background-position: 100% 50%;
   }
 }
+
+.grid-loader > circle {
+  fill: #008eff;
+}

frontend/src/models/system.js

@@ -59,6 +59,21 @@ const System = {
         return { valid: false, message: e.message };
       });
   },
+  checkDocumentProcessorOnline: async () => {
+    return await fetch(`${API_BASE}/system/document-processing-status`, {
+      headers: baseHeaders(),
+    })
+      .then((res) => res.ok)
+      .catch(() => false);
+  },
+  acceptedDocumentTypes: async () => {
+    return await fetch(`${API_BASE}/system/accepted-document-types`, {
+      headers: baseHeaders(),
+    })
+      .then((res) => res.json())
+      .then((res) => res?.types)
+      .catch(() => null);
+  },
 };
 
 export default System;

frontend/src/models/workspace.js

@@ -97,6 +97,14 @@ const Workspace = {
 
     return result;
   },
+  uploadFile: async function (slug, formData) {
+    const response = await fetch(`${API_BASE}/workspace/${slug}/upload`, {
+      method: "POST",
+      body: formData,
+      headers: baseHeaders(),
+    });
+    return response;
+  },
 };
 
 export default Workspace;

frontend/src/utils/numbers.js

@@ -14,3 +14,39 @@ export function dollarFormat(input) {
     currency: "USD",
   }).format(input);
 }
+
+export function humanFileSize(bytes, si = false, dp = 1) {
+  const thresh = si ? 1000 : 1024;
+
+  if (Math.abs(bytes) < thresh) {
+    return bytes + " B";
+  }
+
+  const units = si
+    ? ["kB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB"]
+    : ["KiB", "MiB", "GiB", "TiB", "PiB", "EiB", "ZiB", "YiB"];
+  let u = -1;
+  const r = 10 ** dp;
+
+  do {
+    bytes /= thresh;
+    ++u;
+  } while (
+    Math.round(Math.abs(bytes) * r) / r >= thresh &&
+    u < units.length - 1
+  );
+
+  return bytes.toFixed(dp) + " " + units[u];
+}
+
+export function milliToHms(milli = 0) {
+  const d = parseFloat(milli) / 1_000.0;
+  var h = Math.floor(d / 3600);
+  var m = Math.floor((d % 3600) / 60);
+  var s = parseFloat((d % 3600.0) % 60);
+
+  var hDisplay = h >= 1 ? h + "h " : "";
+  var mDisplay = m >= 1 ? m + "m " : "";
+  var sDisplay = s >= 0.01 ? s.toFixed(2) + "s" : "";
+  return hDisplay + mDisplay + sDisplay;
+}

frontend/yarn.lock

@@ -590,6 +590,11 @@ array.prototype.tosorted@^1.1.1:
     es-shim-unscopables "^1.0.0"
     get-intrinsic "^1.1.3"
 
+attr-accept@^2.2.2:
+  version "2.2.2"
+  resolved "https://registry.yarnpkg.com/attr-accept/-/attr-accept-2.2.2.tgz#646613809660110749e92f2c10833b70968d929b"
+  integrity sha512-7prDjvt9HmqiZ0cl5CRjtS84sEyhsHP2coDkaZKRKVfCDo9s7iw7ChVmar78Gu9pC4SoR/28wFu/G5JJhTnqEg==
+
 autoprefixer@^10.4.14:
   version "10.4.14"
   resolved "https://registry.npmjs.org/autoprefixer/-/autoprefixer-10.4.14.tgz"
@@ -1132,6 +1137,13 @@ file-entry-cache@^6.0.1:
   dependencies:
     flat-cache "^3.0.4"
 
+file-selector@^0.6.0:
+  version "0.6.0"
+  resolved "https://registry.yarnpkg.com/file-selector/-/file-selector-0.6.0.tgz#fa0a8d9007b829504db4d07dd4de0310b65287dc"
+  integrity sha512-QlZ5yJC0VxHxQQsQhXvBaC7VRJ2uaxTf+Tfpu4Z/OcVQJVpZO+DGU0rkoVW5ce2SccxugvpBJoMvUs59iILYdw==
+  dependencies:
+    tslib "^2.4.0"
+
 fill-range@^7.0.1:
   version "7.0.1"
   resolved "https://registry.npmjs.org/fill-range/-/fill-range-7.0.1.tgz"
@@ -1980,6 +1992,15 @@ react-dom@^18.2.0:
     loose-envify "^1.1.0"
     scheduler "^0.23.0"
 
+react-dropzone@^14.2.3:
+  version "14.2.3"
+  resolved "https://registry.yarnpkg.com/react-dropzone/-/react-dropzone-14.2.3.tgz#0acab68308fda2d54d1273a1e626264e13d4e84b"
+  integrity sha512-O3om8I+PkFKbxCukfIR3QAGftYXDZfOE2N1mr/7qebQJHs7U+/RSL/9xomJNpRg9kM5h9soQSdf0Gc7OHF5Fug==
+  dependencies:
+    attr-accept "^2.2.2"
+    file-selector "^0.6.0"
+    prop-types "^15.8.1"
+
 react-feather@^2.0.10:
   version "2.0.10"
   resolved "https://registry.npmjs.org/react-feather/-/react-feather-2.0.10.tgz"
@@ -1992,6 +2013,11 @@ react-is@^16.13.1:
   resolved "https://registry.npmjs.org/react-is/-/react-is-16.13.1.tgz"
   integrity sha512-24e6ynE2H+OKt4kqsOvNd8kBpV65zoxbA4BVsEOB3ARVWQki/DHzaUoC5KuON/BiccDaCCTZBuOcfZs70kR8bQ==
 
+react-loading-icons@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/react-loading-icons/-/react-loading-icons-1.1.0.tgz#c37f2472936ab93c6a7f43c0a2c2fe8efc3ff7c8"
+  integrity sha512-Y9eZ6HAufmUd8DIQd6rFrx5Bt/oDlTM9Nsjvf8YpajTa3dI8cLNU8jUN5z7KTANU+Yd6/KJuBjxVlrU2dMw33g==
+
 react-loading-skeleton@^3.1.0:
   version "3.3.1"
   resolved "https://registry.npmjs.org/react-loading-skeleton/-/react-loading-skeleton-3.3.1.tgz"
@@ -2472,6 +2498,11 @@ ts-interface-checker@^0.1.9:
   resolved "https://registry.npmjs.org/ts-interface-checker/-/ts-interface-checker-0.1.13.tgz"
   integrity sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA==
 
+tslib@^2.4.0:
+  version "2.5.3"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.5.3.tgz#24944ba2d990940e6e982c4bea147aba80209913"
+  integrity sha512-mSxlJJwl3BMEQCUNnxXBU9jP4JBktcEGhURcPR6VQVlnP0FdDEsIaz0C35dXNGLyRfrATNofF0F5p2KPxQgB+w==
+
 type-check@^0.4.0, type-check@~0.4.0:
   version "0.4.0"
   resolved "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz"

server/endpoints/system.js

@@ -1,7 +1,12 @@
 process.env.NODE_ENV === "development"
   ? require("dotenv").config({ path: `.env.${process.env.NODE_ENV}` })
   : require("dotenv").config();
+const { validateTablePragmas } = require("../utils/database");
 const { viewLocalFiles } = require("../utils/files");
+const {
+  checkPythonAppAlive,
+  acceptedFileTypes,
+} = require("../utils/files/documentProcessor");
 const { getVectorDbClass } = require("../utils/helpers");
 const { reqBody, makeJWT } = require("../utils/http");
 
@@ -12,6 +17,11 @@ function systemEndpoints(app) {
     response.sendStatus(200);
   });
 
+  app.get("/migrate", async (_, response) => {
+    await validateTablePragmas(true);
+    response.sendStatus(200);
+  });
+
   app.get("/setup-complete", (_, response) => {
     try {
       const vectorDB = process.env.VECTOR_DB || "pinecone";
@@ -88,6 +98,31 @@ function systemEndpoints(app) {
       response.sendStatus(500).end();
     }
   });
+
+  app.get("/system/document-processing-status", async (_, response) => {
+    try {
+      const online = await checkPythonAppAlive();
+      response.sendStatus(online ? 200 : 503);
+    } catch (e) {
+      console.log(e.message, e);
+      response.sendStatus(500).end();
+    }
+  });
+
+  app.get("/system/accepted-document-types", async (_, response) => {
+    try {
+      const types = await acceptedFileTypes();
+      if (!types) {
+        response.sendStatus(404).end();
+        return;
+      }
+
+      response.status(200).json({ types });
+    } catch (e) {
+      console.log(e.message, e);
+      response.sendStatus(500).end();
+    }
+  });
 }
 
 module.exports = { systemEndpoints };

server/endpoints/workspaces.js

@@ -5,6 +5,15 @@ const { DocumentVectors } = require("../models/vectors");
 const { WorkspaceChats } = require("../models/workspaceChats");
 const { convertToChatHistory } = require("../utils/chats");
 const { getVectorDbClass } = require("../utils/helpers");
+const { setupMulter } = require("../utils/files/multer");
+const {
+  fileUploadProgress,
+} = require("../utils/middleware/fileUploadProgress");
+const {
+  checkPythonAppAlive,
+  processDocument,
+} = require("../utils/files/documentProcessor");
+const { handleUploads } = setupMulter();
 
 function workspaceEndpoints(app) {
   if (!app) return;
@@ -42,6 +51,36 @@ function workspaceEndpoints(app) {
     }
   });
 
+  app.post(
+    "/workspace/:slug/upload",
+    fileUploadProgress,
+    handleUploads.single("file"),
+    async function (request, _) {
+      const { originalname } = request.file;
+      const processingOnline = await checkPythonAppAlive();
+
+      if (!processingOnline) {
+        console.log(
+          `Python processing API is not online. Document ${originalname} will not be processed automatically.`
+        );
+        return;
+      }
+
+      const { success, reason } = await processDocument(originalname);
+      if (!success) {
+        console.log(
+          `Python processing API was not able to process document ${originalname}. Reason: ${reason}`
+        );
+        return false;
+      }
+
+      console.log(
+        `Document ${originalname} uploaded processed and successfully. It is now available in documents.`
+      );
+      return;
+    }
+  );
+
   app.post("/workspace/:slug/update-embeddings", async (request, response) => {
     try {
       const { slug = null } = request.params;

server/package.json

@@ -22,15 +22,16 @@
     "cors": "^2.8.5",
     "dotenv": "^16.0.3",
     "express": "^4.18.2",
+    "jsonwebtoken": "^8.5.1",
     "langchain": "^0.0.90",
     "moment": "^2.29.4",
+    "multer": "^1.4.5-lts.1",
     "openai": "^3.2.1",
     "pinecone-client": "^1.1.0",
     "slugify": "^1.6.6",
     "sqlite": "^4.2.1",
     "sqlite3": "^5.1.6",
     "uuid": "^9.0.0",
-    "jsonwebtoken": "^8.5.1",
     "vectordb": "0.1.5"
   },
   "devDependencies": {

server/utils/database/index.js

@@ -37,7 +37,20 @@ async function checkForMigrations(model, db) {
   return;
 }
 
-async function validateTablePragmas() {
+// Note(tcarambat): When building in production via Docker the SQLite file will not exist
+// and if this function tries to run on boot the file will not exist
+// and the server will abort and the container will exit.
+// This function will run each reload on dev but on production
+// it will be stubbed until the /api/migrate endpoint is GET.
+async function validateTablePragmas(force = false) {
+  try {
+    if (process.env.NODE_ENV !== "development" && force === false) {
+      console.log(
+        `\x1b[34m[MIGRATIONS STUBBED]\x1b[0m Please ping /migrate once server starts to run migrations`
+      );
+      return;
+    }
+
     const { Workspace } = require("../../models/workspace");
     const { Document } = require("../../models/documents");
     const { DocumentVectors } = require("../../models/vectors");
@@ -46,6 +59,10 @@ async function validateTablePragmas() {
     await Document.migrateTable();
     await DocumentVectors.migrateTable();
     await WorkspaceChats.migrateTable();
+  } catch (e) {
+    console.error(`validateTablePragmas: Migrations failed`, e);
+  }
+  return;
 }
 
 module.exports = {

server/utils/files/documentProcessor.js

@@ -0,0 +1,46 @@
+// When running locally will occupy the 0.0.0.0 hostname space but when deployed inside
+// of docker this endpoint is not exposed so it is only on the Docker instances internal network
+// so no additional security is needed on the endpoint directly. Auth is done however by the express
+// middleware prior to leaving the node-side of the application so that is good enough >:)
+const PYTHON_API = "http://0.0.0.0:8888";
+async function checkPythonAppAlive() {
+  return await fetch(`${PYTHON_API}`)
+    .then((res) => res.ok)
+    .catch((e) => false);
+}
+
+async function acceptedFileTypes() {
+  return await fetch(`${PYTHON_API}/accepts`)
+    .then((res) => {
+      if (!res.ok) throw new Error("Could not reach");
+      return res.json();
+    })
+    .then((res) => res)
+    .catch(() => null);
+}
+
+async function processDocument(filename = "") {
+  if (!filename) return false;
+  return await fetch(`${PYTHON_API}/process`, {
+    method: "POST",
+    headers: {
+      "Content-Type": "application/json",
+    },
+    body: JSON.stringify({ filename }),
+  })
+    .then((res) => {
+      if (!res.ok) throw new Error("Response could not be completed");
+      return res.json();
+    })
+    .then((res) => res)
+    .catch((e) => {
+      console.log(e.message);
+      return { success: false, reason: e.message };
+    });
+}
+
+module.exports = {
+  checkPythonAppAlive,
+  processDocument,
+  acceptedFileTypes,
+};

server/utils/files/multer.js

@@ -0,0 +1,25 @@
+function setupMulter() {
+  const multer = require("multer");
+  // Handle File uploads for auto-uploading.
+  const storage = multer.diskStorage({
+    destination: function (_, _, cb) {
+      const path = require("path");
+      const uploadOutput =
+        process.env.NODE_ENV === "development"
+          ? path.resolve(__dirname, `../../../collector/hotdir`)
+          : path.resolve(process.env.STORAGE_DIR, `../../collector/hotdir`);
+      cb(null, uploadOutput);
+    },
+    filename: function (_, file, cb) {
+      cb(null, file.originalname);
+    },
+  });
+  const upload = multer({
+    storage,
+  });
+  return { handleUploads: upload };
+}
+
+module.exports = {
+  setupMulter,
+};

server/utils/middleware/fileUploadProgress.js

@@ -0,0 +1,26 @@
+async function fileUploadProgress(request, response, next) {
+  let progress = 0;
+  const fileSize = request.headers["content-length"]
+    ? parseInt(request.headers["content-length"])
+    : 0;
+
+  // Note(tcarambat): While this is chunked it does not stream back to the UI for some reason.
+  // It just waits for the entire requests to finish. Likely because it is not using EventSource on frontend
+  // which is limited to GET.
+  // TODO: Someone smarter than me add streaming here to report back real-time progress.
+  response.writeHead(200);
+  request.on("data", (chunk) => {
+    progress += chunk.length;
+    const percentage = (progress / fileSize) * 100;
+    response.write(`${JSON.stringify({ progress, fileSize, percentage })}\n`);
+    if (progress >= fileSize) {
+      response.end();
+    }
+  });
+
+  next();
+}
+
+module.exports = {
+  fileUploadProgress,
+};

server/yarn.lock

@@ -189,6 +189,11 @@ apache-arrow@^12.0.0:
     pad-left "^2.1.0"
     tslib "^2.5.0"
 
+append-field@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/append-field/-/append-field-1.0.0.tgz#1e3440e915f0b1203d23748e78edd7b9b5b43e56"
+  integrity sha512-klpgFSWLW1ZEs8svjfb7g4qWY0YS5imI82dTg+QahUvJ8YqAY0P10Uk8tTyh9ZGuYEZEMaeJYCF5BFuX552hsw==
+
 "aproba@^1.0.3 || ^2.0.0":
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/aproba/-/aproba-2.0.0.tgz#52520b8ae5b569215b354efc0caa3fe1e45a8adc"
@@ -323,6 +328,18 @@ buffer-equal-constant-time@1.0.1:
   resolved "https://registry.yarnpkg.com/buffer-equal-constant-time/-/buffer-equal-constant-time-1.0.1.tgz#f8e71132f7ffe6e01a5c9697a4c6f3e48d5cc819"
   integrity sha512-zRpUiDwd/xk6ADqPMATG8vc9VPrkck7T07OIx0gnjmJAnHnTVXNQG3vfvWNuiZIkwu9KrKdA1iJKfsfTVxE6NA==
 
+buffer-from@^1.0.0:
+  version "1.1.2"
+  resolved "https://registry.yarnpkg.com/buffer-from/-/buffer-from-1.1.2.tgz#2b146a6fd72e80b4f55d255f35ed59a3a9a41bd5"
+  integrity sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ==
+
+busboy@^1.0.0:
+  version "1.6.0"
+  resolved "https://registry.yarnpkg.com/busboy/-/busboy-1.6.0.tgz#966ea36a9502e43cdb9146962523b92f531f6893"
+  integrity sha512-8SFQbg/0hQ9xy3UNTB0YEnsNBbWfhf7RtnzpL7TkBiTBRfrQ9Fxcnz7VJsleJpyp6rVLvXiuORqjlHi5q+PYuA==
+  dependencies:
+    streamsearch "^1.1.0"
+
 bytes@3.1.2:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/bytes/-/bytes-3.1.2.tgz#8b0beeb98605adf1b128fa4386403c009e0221a5"
@@ -448,6 +465,16 @@ concat-map@0.0.1:
   resolved "https://registry.yarnpkg.com/concat-map/-/concat-map-0.0.1.tgz#d8a96bd77fd68df7793a73036a3ba0d5405d477b"
   integrity sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==
 
+concat-stream@^1.5.2:
+  version "1.6.2"
+  resolved "https://registry.yarnpkg.com/concat-stream/-/concat-stream-1.6.2.tgz#904bdf194cd3122fc675c77fc4ac3d4ff0fd1a34"
+  integrity sha512-27HBghJxjiZtIk3Ycvn/4kbJk/1uZuJFfuPEns6LaEvpvG1f0hTea8lilrouyo9mVc2GWdcEZ8OLoGmSADlrCw==
+  dependencies:
+    buffer-from "^1.0.0"
+    inherits "^2.0.3"
+    readable-stream "^2.2.2"
+    typedarray "^0.0.6"
+
 console-control-strings@^1.0.0, console-control-strings@^1.1.0:
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/console-control-strings/-/console-control-strings-1.1.0.tgz#3d7cf4464db6446ea644bf4b39507f9851008e8e"
@@ -475,6 +502,11 @@ cookie@0.5.0:
   resolved "https://registry.yarnpkg.com/cookie/-/cookie-0.5.0.tgz#d1f5d71adec6558c58f389987c366aa47e994f8b"
   integrity sha512-YZ3GUyn/o8gfKJlnlX7g7xq4gyO6OSuhGPKaaGssGB2qgDUS0gPgtTvoyZLTt9Ab6dC4hfc9dV5arkvc/OCmrw==
 
+core-util-is@~1.0.0:
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/core-util-is/-/core-util-is-1.0.3.tgz#a6042d3634c2b27e9328f837b965fac83808db85"
+  integrity sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==
+
 cors@^2.8.5:
   version "2.8.5"
   resolved "https://registry.yarnpkg.com/cors/-/cors-2.8.5.tgz#eac11da51592dd86b9f06f6e7ac293b3df875d29"
@@ -973,7 +1005,7 @@ inflight@^1.0.4:
     once "^1.3.0"
     wrappy "1"
 
-inherits@2, inherits@2.0.4, inherits@^2.0.3:
+inherits@2, inherits@2.0.4, inherits@^2.0.3, inherits@~2.0.3:
   version "2.0.4"
   resolved "https://registry.yarnpkg.com/inherits/-/inherits-2.0.4.tgz#0fa2c64f932917c3433a0ded55363aae37416b7c"
   integrity sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==
@@ -1032,6 +1064,11 @@ is-stream@^2.0.0:
   resolved "https://registry.yarnpkg.com/is-stream/-/is-stream-2.0.1.tgz#fac1e3d53b97ad5a9d0ae9cef2389f5810a5c077"
   integrity sha512-hFoiJiTl63nn+kstHGBtewWSKnQLpyb155KHheA1l39uvtO9nWIop1p3udqPcUd/xbF1VLMO4n7OI6p7RbngDg==
 
+isarray@~1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
+  integrity sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==
+
 isexe@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/isexe/-/isexe-2.0.0.tgz#e8fbf374dc556ff8947a10dcb0572d633f2cfa10"
@@ -1253,6 +1290,11 @@ minimatch@^3.1.1, minimatch@^3.1.2:
   dependencies:
     brace-expansion "^1.1.7"
 
+minimist@^1.2.6:
+  version "1.2.8"
+  resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
+  integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==
+
 minipass-collect@^1.0.2:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/minipass-collect/-/minipass-collect-1.0.2.tgz#22b813bf745dc6edba2576b940022ad6edc8c617"
@@ -1312,6 +1354,13 @@ minizlib@^2.0.0, minizlib@^2.1.1:
     minipass "^3.0.0"
     yallist "^4.0.0"
 
+mkdirp@^0.5.4:
+  version "0.5.6"
+  resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-0.5.6.tgz#7def03d2432dcae4ba1d611445c48396062255f6"
+  integrity sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==
+  dependencies:
+    minimist "^1.2.6"
+
 mkdirp@^1.0.3, mkdirp@^1.0.4:
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/mkdirp/-/mkdirp-1.0.4.tgz#3eb5ed62622756d79a5f0e2a221dfebad75c2f7e"
@@ -1373,6 +1422,19 @@ ms@2.1.3, ms@^2.0.0, ms@^2.1.1:
   resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.3.tgz#574c8138ce1d2b5861f0b44579dbadd60c6615b2"
   integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
+multer@^1.4.5-lts.1:
+  version "1.4.5-lts.1"
+  resolved "https://registry.yarnpkg.com/multer/-/multer-1.4.5-lts.1.tgz#803e24ad1984f58edffbc79f56e305aec5cfd1ac"
+  integrity sha512-ywPWvcDMeH+z9gQq5qYHCCy+ethsk4goepZ45GLD63fOu0YcNecQxi64nDs3qluZB+murG3/D4dJ7+dGctcCQQ==
+  dependencies:
+    append-field "^1.0.0"
+    busboy "^1.0.0"
+    concat-stream "^1.5.2"
+    mkdirp "^0.5.4"
+    object-assign "^4.1.1"
+    type-is "^1.6.4"
+    xtend "^4.0.0"
+
 negotiator@0.6.3, negotiator@^0.6.2:
   version "0.6.3"
   resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-0.6.3.tgz#58e323a72fedc0d6f9cd4d31fe49f51479590ccd"
@@ -1582,6 +1644,11 @@ prettier@^2.4.1:
   resolved "https://registry.yarnpkg.com/prettier/-/prettier-2.8.8.tgz#e8c5d7e98a4305ffe3de2e1fc4aca1a71c28b1da"
   integrity sha512-tdN8qQGvNjw4CHbY+XXk0JgCXn9QiF21a55rBe5LJAU+kDyC4WQn4+awm2Xfk2lQMk5fKup9XgzTZtGkjBdP9Q==
 
+process-nextick-args@~2.0.0:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/process-nextick-args/-/process-nextick-args-2.0.1.tgz#7820d9b16120cc55ca9ae7792680ae7dba6d7fe2"
+  integrity sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==
+
 promise-inflight@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/promise-inflight/-/promise-inflight-1.0.1.tgz#98472870bf228132fcbdd868129bad12c3c029e3"
@@ -1647,6 +1714,19 @@ raw-body@2.5.2:
     iconv-lite "0.4.24"
     unpipe "1.0.0"
 
+readable-stream@^2.2.2:
+  version "2.3.8"
+  resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.8.tgz#91125e8042bba1b9887f49345f6277027ce8be9b"
+  integrity sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA==
+  dependencies:
+    core-util-is "~1.0.0"
+    inherits "~2.0.3"
+    isarray "~1.0.0"
+    process-nextick-args "~2.0.0"
+    safe-buffer "~5.1.1"
+    string_decoder "~1.1.1"
+    util-deprecate "~1.0.1"
+
 readable-stream@^3.6.0:
   version "3.6.2"
   resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-3.6.2.tgz#56a9b36ea965c00c5a93ef31eb111a0f11056967"
@@ -1695,6 +1775,11 @@ safe-buffer@5.2.1, safe-buffer@^5.0.1, safe-buffer@~5.2.0:
   resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.2.1.tgz#1eaf9fa9bdb1fdd4ec75f58f9cdb4e6b7827eec6"
   integrity sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==
 
+safe-buffer@~5.1.0, safe-buffer@~5.1.1:
+  version "5.1.2"
+  resolved "https://registry.yarnpkg.com/safe-buffer/-/safe-buffer-5.1.2.tgz#991ec69d296e0313747d59bdfd2b745c35f8828d"
+  integrity sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==
+
 "safer-buffer@>= 2.1.2 < 3", "safer-buffer@>= 2.1.2 < 3.0.0":
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/safer-buffer/-/safer-buffer-2.1.2.tgz#44fa161b0187b9549dd84bb91802f9bd8385cd6a"
@@ -1837,6 +1922,11 @@ statuses@2.0.1:
   resolved "https://registry.yarnpkg.com/statuses/-/statuses-2.0.1.tgz#55cb000ccf1d48728bd23c685a063998cf1a1b63"
   integrity sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==
 
+streamsearch@^1.1.0:
+  version "1.1.0"
+  resolved "https://registry.yarnpkg.com/streamsearch/-/streamsearch-1.1.0.tgz#404dd1e2247ca94af554e841a8ef0eaa238da764"
+  integrity sha512-Mcc5wHehp9aXz1ax6bZUyY5afg9u2rv5cqQI3mRrYkGC8rW2hM02jWuwjtL++LS5qinSyhj2QfLyNsuc+VsExg==
+
 "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"
@@ -1853,6 +1943,13 @@ string_decoder@^1.1.1:
   dependencies:
     safe-buffer "~5.2.0"
 
+string_decoder@~1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/string_decoder/-/string_decoder-1.1.1.tgz#9cf1611ba62685d7030ae9e4ba34149c3af03fc8"
+  integrity sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==
+  dependencies:
+    safe-buffer "~5.1.0"
+
 strip-ansi@^6.0.1:
   version "6.0.1"
   resolved "https://registry.yarnpkg.com/strip-ansi/-/strip-ansi-6.0.1.tgz#9e26c63d30f53443e9489495b2105d37b67a85d9"
@@ -1918,7 +2015,7 @@ tslib@^2.5.0:
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.5.3.tgz#24944ba2d990940e6e982c4bea147aba80209913"
   integrity sha512-mSxlJJwl3BMEQCUNnxXBU9jP4JBktcEGhURcPR6VQVlnP0FdDEsIaz0C35dXNGLyRfrATNofF0F5p2KPxQgB+w==
 
-type-is@~1.6.18:
+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"
   integrity sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==
@@ -1926,6 +2023,11 @@ type-is@~1.6.18:
     media-typer "0.3.0"
     mime-types "~2.1.24"
 
+typedarray@^0.0.6:
+  version "0.0.6"
+  resolved "https://registry.yarnpkg.com/typedarray/-/typedarray-0.0.6.tgz#867ac74e3864187b1d3d47d996a78ec5c8830777"
+  integrity sha512-/aCDEGatGvZ2BIk+HmLf4ifCJFwvKFNb9/JeZPMulfgFracn9QFcAf5GO8B/mweUjSoblS5In0cWhqpfs/5PQA==
+
 typical@^4.0.0:
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/typical/-/typical-4.0.0.tgz#cbeaff3b9d7ae1e2bbfaf5a4e6f11eccfde94fc4"
@@ -1965,7 +2067,7 @@ url-template@^2.0.8:
   resolved "https://registry.yarnpkg.com/url-template/-/url-template-2.0.8.tgz#fc565a3cccbff7730c775f5641f9555791439f21"
   integrity sha512-XdVKMF4SJ0nP/O7XIPB0JwAEuT9lDIYnNsK8yGVe43y0AWoKeJNdv3ZNWh7ksJ6KqQFjOO6ox/VEitLnaVNufw==
 
-util-deprecate@^1.0.1:
+util-deprecate@^1.0.1, util-deprecate@~1.0.1:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/util-deprecate/-/util-deprecate-1.0.2.tgz#450d4dc9fa70de732762fbd2d4a28981419a0ccf"
   integrity sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==
@@ -2033,6 +2135,11 @@ wrappy@1:
   resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f"
   integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==
 
+xtend@^4.0.0:
+  version "4.0.2"
+  resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.2.tgz#bb72779f5fa465186b1f438f674fa347fdb5db54"
+  integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==
+
 yallist@^4.0.0:
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/yallist/-/yallist-4.0.0.tgz#9bb92790d9c0effec63be73519e11a35019a3a72"

yarn.lock

@@ -1,8 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-chalk@^5.2.0:
-  version "5.2.0"
-  resolved "https://registry.yarnpkg.com/chalk/-/chalk-5.2.0.tgz#249623b7d66869c673699fb66d65723e54dfcfb3"
-  integrity sha512-ree3Gqw/nazQAPuJJEy+avdl7QfZMcUvmHIKgEZkGL+xOBzRvup5Hxo6LHuMceSxOabuJLJm5Yp/92R9eMmMvA==