diff --git a/.dockerignore b/.dockerignore
index d184e5f1..b41d41a5 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -36,3 +36,14 @@ data/uploaded_dataset
 data/other
 
 **/notebooks
+
+# Git data is not needed in Docker container
+.git/
+.gitignore
+.gitmodules
+
+# These scripts are unnecessary in Docker container
+build_docker.sh
+create-env.bat
+remove-env.bat
+run_docker.sh
diff --git a/.env.dist b/.env.dist
index d090e06f..120c7462 100644
--- a/.env.dist
+++ b/.env.dist
@@ -1 +1,2 @@
+JDI_VERSION_LABEL=latest
 SELENOID_PARALLEL_SESSIONS_COUNT=4
diff --git a/.github/workflows/.release-workflow-rc.yml b/.github/workflows/.release-workflow-rc.yml
deleted file mode 100644
index 0fceeb4c..00000000
--- a/.github/workflows/.release-workflow-rc.yml
+++ /dev/null
@@ -1,46 +0,0 @@
-name: JDI QASP build workflow
-
-on:
-  workflow_call:
-    inputs:
-      image_tag:
-        required: true
-        type: string
-
-env:
-  REGISTRY: ghcr.io
-  REGISTRY_USER: jdi-testing
-  IMAGE_NAME: jdi-qasp-ml
-  IMAGE_PATH: ghcr.io/jdi-testing/jdi-qasp-ml
-
-jobs:
-  release:
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-      packages: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v3
-        with:
-          submodules: true
-      - name: Load default environment variables values
-        uses: cardinalby/export-env-action@v2
-        with:
-          envFile: '.env.dist'
-      - name: Build
-        run: docker compose -f docker-compose.dev.yaml up -d
-      - name: Lint and Test
-        run: docker compose -f docker-compose.dev.yaml run --rm api make lint
-      - name: Log into registry ${{ env.REGISTRY }}
-        uses: docker/login-action@v1
-        with:
-          registry: ${{ env.REGISTRY }}
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-      - name: Build and push Docker image
-        uses: docker/build-push-action@v2
-        with:
-          context: .
-          push: true
-          tags: ${{ env.IMAGE_PATH }}:${{ inputs.image_tag }}
diff --git a/.github/workflows/.release-workflow.yml b/.github/workflows/.release-workflow.yml
deleted file mode 100644
index bcd6124a..00000000
--- a/.github/workflows/.release-workflow.yml
+++ /dev/null
@@ -1,62 +0,0 @@
-name: JDI QASP build workflow
-
-on:
-  workflow_call:
-    inputs:
-      image_tag:
-        required: true
-        type: string
-
-env:
-  REGISTRY: ghcr.io
-  REGISTRY_USER: jdi-testing
-  IMAGE_NAME: jdi-qasp-ml
-  IMAGE_PATH: ghcr.io/jdi-testing/jdi-qasp-ml
-
-jobs:
-  release:
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-      packages: write
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v2
-        with:
-          submodules: recursive
-      - name: Increment version
-        run: |
-          cd model/version
-          OLD_VERSION=$(ls)
-          FIRST_DIGIT=$(echo $OLD_VERSION | cut -d '.' -f 1)
-          SECOND_DIGIT=$(echo $OLD_VERSION | cut -d '.' -f 2)
-          THIRD_DIGIT=$(echo $OLD_VERSION | cut -d '.' -f 3)
-          NEW_THIRD_DIGIT=$((THIRD_DIGIT+1))
-          NEW_VERSION=$FIRST_DIGIT.$SECOND_DIGIT.$NEW_THIRD_DIGIT
-          mv ./$OLD_VERSION ./$NEW_VERSION
-          cd ../..
-      - name: Commit incremented version
-        uses: stefanzweifel/git-auto-commit-action@v4
-        with:
-          commit_message: increment version
-          branch: develop
-      - name: Load default environment variables values
-        uses: cardinalby/export-env-action@v2
-        with:
-          envFile: '.env.dist'
-      - name: Build
-        run: docker compose -f docker-compose.dev.yaml up -d
-      - name: Lint and Test
-        run: docker compose -f docker-compose.dev.yaml run --rm api make lint
-      - name: Log into registry ${{ env.REGISTRY }}
-        uses: docker/login-action@v1
-        with:
-          registry: ${{ env.REGISTRY }}
-          username: ${{ github.actor }}
-          password: ${{ secrets.GITHUB_TOKEN }}
-      - name: Build and push Docker image
-        uses: docker/build-push-action@v2
-        with:
-          context: .
-          push: true
-          tags: ${{ env.IMAGE_PATH }}:${{ inputs.image_tag }}
diff --git a/.github/workflows/docker-image-update.yml b/.github/workflows/docker-image-update.yml
new file mode 100644
index 00000000..e65b87e2
--- /dev/null
+++ b/.github/workflows/docker-image-update.yml
@@ -0,0 +1,52 @@
+name: JDI QASP Docker image build workflow
+
+on:
+  workflow_call:
+  push:
+    tags:
+      - '*'
+  pull_request:
+    branches:
+      - master
+
+env:
+  RUN_ON_RC: ${{ startsWith( github.head_ref, 'release/' ) }}
+
+jobs:
+  build-and-push:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          submodules: recursive
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: |
+            ghcr.io/jdi-testing/jdi-qasp-ml
+          labels: |
+            maintainer=github.com/jdi-testing
+            org.opencontainers.image.title=JDI QASP ML
+            org.opencontainers.image.description=Backend for JDN Chrome plugin
+          tags: |
+            type=ref,event=branch
+            type=ref,event=pr,enable=${{ env.RUN_ON_RC == 'false' }}
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+            type=raw,value=rc,enable=${{ env.RUN_ON_RC == 'true' }}
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: Set up default environment
+        run: cp .env.dist .env
+      - name: Build and push
+        uses: docker/build-push-action@v5
+        with:
+          push: true
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
diff --git a/.github/workflows/patch-version-increment.yml b/.github/workflows/patch-version-increment.yml
new file mode 100644
index 00000000..214f8b3f
--- /dev/null
+++ b/.github/workflows/patch-version-increment.yml
@@ -0,0 +1,36 @@
+name: Patch version increment
+
+on:
+  push:
+    branches:
+      - develop
+
+jobs:
+  version-update:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          submodules: false
+      - name: Increment version
+        run: |
+          cd model/version
+          OLD_VERSION=$(ls)
+          FIRST_DIGIT=$(echo $OLD_VERSION | cut -d '.' -f 1)
+          SECOND_DIGIT=$(echo $OLD_VERSION | cut -d '.' -f 2)
+          THIRD_DIGIT=$(echo $OLD_VERSION | cut -d '.' -f 3)
+          NEW_THIRD_DIGIT=$((THIRD_DIGIT+1))
+          NEW_VERSION=$FIRST_DIGIT.$SECOND_DIGIT.$NEW_THIRD_DIGIT
+          echo \"$OLD_VERSION\"
+          echo \"$NEW_VERSION\"
+          echo `pwd`
+          mv ./$OLD_VERSION ./$NEW_VERSION
+          cd ../..
+      - name: Commit incremented version
+        uses: stefanzweifel/git-auto-commit-action@v5
+        with:
+          commit_message: Increment version [ci skip]
+  build:
+    needs: version-update
+    uses: ./.github/workflows/docker-image-update.yml
diff --git a/.github/workflows/pull-request.yml b/.github/workflows/pull-request.yml
new file mode 100644
index 00000000..5f8089ff
--- /dev/null
+++ b/.github/workflows/pull-request.yml
@@ -0,0 +1,23 @@
+name: PR to develop
+
+on:
+  pull_request:
+    branches:
+      - develop
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    env:
+      COMPOSE_FILE: docker-compose.yaml:docker-compose.override.ci.yaml
+      SELENOID_PARALLEL_SESSIONS_COUNT: 2
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          submodules: false
+      - name: Lint
+        run: docker compose run api make lint
+  build:
+    needs: lint
+    uses: ./.github/workflows/docker-image-update.yml
diff --git a/.github/workflows/release-rc-version.yml b/.github/workflows/release-rc-version.yml
deleted file mode 100644
index 616a4cbd..00000000
--- a/.github/workflows/release-rc-version.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: JDI QASP RC version
-
-on:
-  push:
-    branches: [ "rc" ]
-
-jobs:
-  release:
-    uses: jdi-testing/jdi-qasp-ml/.github/workflows/.release-workflow-rc.yml@rc
-    with:
-      image_tag: rc
diff --git a/.github/workflows/release-rest-version.yml b/.github/workflows/release-rest-version.yml
deleted file mode 100644
index cc6fc393..00000000
--- a/.github/workflows/release-rest-version.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: JDI QASP Develop version
-
-on:
-  push:
-    branches: [ "develop" ]
-
-jobs:
-  release:
-    uses: jdi-testing/jdi-qasp-ml/.github/workflows/.release-workflow.yml@develop
-    with:
-      image_tag: latest
diff --git a/.github/workflows/release-stable-version.yml b/.github/workflows/release-stable-version.yml
deleted file mode 100644
index 3093a367..00000000
--- a/.github/workflows/release-stable-version.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: JDI QASP Stable version
-
-on:
-  push:
-    branches: [ "master" ]
-
-jobs:
-  release:
-    uses: jdi-testing/jdi-qasp-ml/.github/workflows/.release-workflow.yml@master
-    with:
-      image_tag: stable
diff --git a/.gitignore b/.gitignore
index 18b4031b..5555ff41 100644
--- a/.gitignore
+++ b/.gitignore
@@ -53,3 +53,5 @@ coverage.xml
 .env
 .env.rc
 .env.dev
+
+docker-compose.override.yaml
diff --git a/Dockerfile b/Dockerfile
index 63524b72..8e898333 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,13 +11,15 @@ RUN apt install -y curl wget mc gcc make
 ENV APP_HOME=/jdi-qasp-ml
 WORKDIR ${APP_HOME}
 
-COPY Pipfile* ${APP_HOME}/
+COPY Pipfile* ./
 
 RUN pip install -U pip && \
     pip install pipenv
 
 RUN pipenv install --ignore-pipfile --system --deploy
 
-COPY . ${APP_HOME}
+COPY . ./
+
+RUN chmod +x start_celery.sh
 
 ENV PYTHONPATH=${PYTHONPATH}:/jdi-qasp-ml
diff --git a/Pipfile b/Pipfile
index 7c26bdc4..5ab4e792 100644
--- a/Pipfile
+++ b/Pipfile
@@ -41,6 +41,7 @@ redis = "*"
 motor = "*"
 async-lru = "==1.0.3"
 cachetools = "*"
+beautifulsoup4 = "*"
 
 [dev-packages]
 
diff --git a/Pipfile.lock b/Pipfile.lock
index 14a2d983..74dbcc29 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "483d4041904cc83166a9e49040e9661107eb1de3658dcf7597746d38515eedee"
+            "sha256": "1fa390812a28b8970e490587ad753fe437b79bd584a317d861adfb0cb6637881"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -23,136 +23,138 @@
     "default": {
         "aiofiles": {
             "hashes": [
-                "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad",
-                "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"
+                "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107",
+                "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"
             ],
             "index": "pypi",
-            "version": "==22.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.2.1"
         },
         "aiohttp": {
             "hashes": [
-                "sha256:02f9a2c72fc95d59b881cf38a4b2be9381b9527f9d328771e90f72ac76f31ad8",
-                "sha256:059a91e88f2c00fe40aed9031b3606c3f311414f86a90d696dd982e7aec48142",
-                "sha256:05a3c31c6d7cd08c149e50dc7aa2568317f5844acd745621983380597f027a18",
-                "sha256:08c78317e950e0762c2983f4dd58dc5e6c9ff75c8a0efeae299d363d439c8e34",
-                "sha256:09e28f572b21642128ef31f4e8372adb6888846f32fecb288c8b0457597ba61a",
-                "sha256:0d2c6d8c6872df4a6ec37d2ede71eff62395b9e337b4e18efd2177de883a5033",
-                "sha256:16c121ba0b1ec2b44b73e3a8a171c4f999b33929cd2397124a8c7fcfc8cd9e06",
-                "sha256:1d90043c1882067f1bd26196d5d2db9aa6d268def3293ed5fb317e13c9413ea4",
-                "sha256:1e56b9cafcd6531bab5d9b2e890bb4937f4165109fe98e2b98ef0dcfcb06ee9d",
-                "sha256:20acae4f268317bb975671e375493dbdbc67cddb5f6c71eebdb85b34444ac46b",
-                "sha256:21b30885a63c3f4ff5b77a5d6caf008b037cb521a5f33eab445dc566f6d092cc",
-                "sha256:21d69797eb951f155026651f7e9362877334508d39c2fc37bd04ff55b2007091",
-                "sha256:256deb4b29fe5e47893fa32e1de2d73c3afe7407738bd3c63829874661d4822d",
-                "sha256:25892c92bee6d9449ffac82c2fe257f3a6f297792cdb18ad784737d61e7a9a85",
-                "sha256:2ca9af5f8f5812d475c5259393f52d712f6d5f0d7fdad9acdb1107dd9e3cb7eb",
-                "sha256:2d252771fc85e0cf8da0b823157962d70639e63cb9b578b1dec9868dd1f4f937",
-                "sha256:2dea10edfa1a54098703cb7acaa665c07b4e7568472a47f4e64e6319d3821ccf",
-                "sha256:2df5f139233060578d8c2c975128fb231a89ca0a462b35d4b5fcf7c501ebdbe1",
-                "sha256:2feebbb6074cdbd1ac276dbd737b40e890a1361b3cc30b74ac2f5e24aab41f7b",
-                "sha256:309aa21c1d54b8ef0723181d430347d7452daaff93e8e2363db8e75c72c2fb2d",
-                "sha256:3828fb41b7203176b82fe5d699e0d845435f2374750a44b480ea6b930f6be269",
-                "sha256:398701865e7a9565d49189f6c90868efaca21be65c725fc87fc305906be915da",
-                "sha256:43046a319664a04b146f81b40e1545d4c8ac7b7dd04c47e40bf09f65f2437346",
-                "sha256:437399385f2abcd634865705bdc180c8314124b98299d54fe1d4c8990f2f9494",
-                "sha256:45d88b016c849d74ebc6f2b6e8bc17cabf26e7e40c0661ddd8fae4c00f015697",
-                "sha256:47841407cc89a4b80b0c52276f3cc8138bbbfba4b179ee3acbd7d77ae33f7ac4",
-                "sha256:4a4fbc769ea9b6bd97f4ad0b430a6807f92f0e5eb020f1e42ece59f3ecfc4585",
-                "sha256:4ab94426ddb1ecc6a0b601d832d5d9d421820989b8caa929114811369673235c",
-                "sha256:4b0f30372cef3fdc262f33d06e7b411cd59058ce9174ef159ad938c4a34a89da",
-                "sha256:4e3a23ec214e95c9fe85a58470b660efe6534b83e6cbe38b3ed52b053d7cb6ad",
-                "sha256:512bd5ab136b8dc0ffe3fdf2dfb0c4b4f49c8577f6cae55dca862cd37a4564e2",
-                "sha256:527b3b87b24844ea7865284aabfab08eb0faf599b385b03c2aa91fc6edd6e4b6",
-                "sha256:54d107c89a3ebcd13228278d68f1436d3f33f2dd2af5415e3feaeb1156e1a62c",
-                "sha256:5835f258ca9f7c455493a57ee707b76d2d9634d84d5d7f62e77be984ea80b849",
-                "sha256:598adde339d2cf7d67beaccda3f2ce7c57b3b412702f29c946708f69cf8222aa",
-                "sha256:599418aaaf88a6d02a8c515e656f6faf3d10618d3dd95866eb4436520096c84b",
-                "sha256:5bf651afd22d5f0c4be16cf39d0482ea494f5c88f03e75e5fef3a85177fecdeb",
-                "sha256:5c59fcd80b9049b49acd29bd3598cada4afc8d8d69bd4160cd613246912535d7",
-                "sha256:653acc3880459f82a65e27bd6526e47ddf19e643457d36a2250b85b41a564715",
-                "sha256:66bd5f950344fb2b3dbdd421aaa4e84f4411a1a13fca3aeb2bcbe667f80c9f76",
-                "sha256:6f3553510abdbec67c043ca85727396ceed1272eef029b050677046d3387be8d",
-                "sha256:7018ecc5fe97027214556afbc7c502fbd718d0740e87eb1217b17efd05b3d276",
-                "sha256:713d22cd9643ba9025d33c4af43943c7a1eb8547729228de18d3e02e278472b6",
-                "sha256:73a4131962e6d91109bca6536416aa067cf6c4efb871975df734f8d2fd821b37",
-                "sha256:75880ed07be39beff1881d81e4a907cafb802f306efd6d2d15f2b3c69935f6fb",
-                "sha256:75e14eac916f024305db517e00a9252714fce0abcb10ad327fb6dcdc0d060f1d",
-                "sha256:8135fa153a20d82ffb64f70a1b5c2738684afa197839b34cc3e3c72fa88d302c",
-                "sha256:84b14f36e85295fe69c6b9789b51a0903b774046d5f7df538176516c3e422446",
-                "sha256:86fc24e58ecb32aee09f864cb11bb91bc4c1086615001647dbfc4dc8c32f4008",
-                "sha256:87f44875f2804bc0511a69ce44a9595d5944837a62caecc8490bbdb0e18b1342",
-                "sha256:88c70ed9da9963d5496d38320160e8eb7e5f1886f9290475a881db12f351ab5d",
-                "sha256:88e5be56c231981428f4f506c68b6a46fa25c4123a2e86d156c58a8369d31ab7",
-                "sha256:89d2e02167fa95172c017732ed7725bc8523c598757f08d13c5acca308e1a061",
-                "sha256:8d6aaa4e7155afaf994d7924eb290abbe81a6905b303d8cb61310a2aba1c68ba",
-                "sha256:92a2964319d359f494f16011e23434f6f8ef0434acd3cf154a6b7bec511e2fb7",
-                "sha256:96372fc29471646b9b106ee918c8eeb4cca423fcbf9a34daa1b93767a88a2290",
-                "sha256:978b046ca728073070e9abc074b6299ebf3501e8dee5e26efacb13cec2b2dea0",
-                "sha256:9c7149272fb5834fc186328e2c1fa01dda3e1fa940ce18fded6d412e8f2cf76d",
-                "sha256:a0239da9fbafd9ff82fd67c16704a7d1bccf0d107a300e790587ad05547681c8",
-                "sha256:ad5383a67514e8e76906a06741febd9126fc7c7ff0f599d6fcce3e82b80d026f",
-                "sha256:ad61a9639792fd790523ba072c0555cd6be5a0baf03a49a5dd8cfcf20d56df48",
-                "sha256:b29bfd650ed8e148f9c515474a6ef0ba1090b7a8faeee26b74a8ff3b33617502",
-                "sha256:b97decbb3372d4b69e4d4c8117f44632551c692bb1361b356a02b97b69e18a62",
-                "sha256:ba71c9b4dcbb16212f334126cc3d8beb6af377f6703d9dc2d9fb3874fd667ee9",
-                "sha256:c37c5cce780349d4d51739ae682dec63573847a2a8dcb44381b174c3d9c8d403",
-                "sha256:c971bf3786b5fad82ce5ad570dc6ee420f5b12527157929e830f51c55dc8af77",
-                "sha256:d1fde0f44029e02d02d3993ad55ce93ead9bb9b15c6b7ccd580f90bd7e3de476",
-                "sha256:d24b8bb40d5c61ef2d9b6a8f4528c2f17f1c5d2d31fed62ec860f6006142e83e",
-                "sha256:d5ba88df9aa5e2f806650fcbeedbe4f6e8736e92fc0e73b0400538fd25a4dd96",
-                "sha256:d6f76310355e9fae637c3162936e9504b4767d5c52ca268331e2756e54fd4ca5",
-                "sha256:d737fc67b9a970f3234754974531dc9afeea11c70791dcb7db53b0cf81b79784",
-                "sha256:da22885266bbfb3f78218dc40205fed2671909fbd0720aedba39b4515c038091",
-                "sha256:da37dcfbf4b7f45d80ee386a5f81122501ec75672f475da34784196690762f4b",
-                "sha256:db19d60d846283ee275d0416e2a23493f4e6b6028825b51290ac05afc87a6f97",
-                "sha256:db4c979b0b3e0fa7e9e69ecd11b2b3174c6963cebadeecfb7ad24532ffcdd11a",
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-            "version": "==5.1.1"
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-            "markers": "python_full_version >= '3.6.2'",
-            "version": "==3.6.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.5.0"
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-                "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b",
-                "sha256:6ebb3d106c12920aaae42ccb6f787ef5eefdcdd166ea3d628fa8476abe712144"
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-            "markers": "python_version >= '3.5'",
-            "version": "==1.10"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.7.1"
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@@ -160,15 +162,16 @@
                 "sha256:ea692c303feb6211ff260d230dae1583636f13e05c9ae616eada77855b7f415c"
             ],
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+            "markers": "python_version >= '3.6'",
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-                "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"
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-            "markers": "python_version >= '3.6'",
-            "version": "==4.0.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.3"
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@@ -180,11 +183,11 @@
         },
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-                "sha256:86efa402f67bf2df34f51a335487cf46b1ec130d02b8d39fd248abfd30da551c"
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-            "markers": "python_version >= '3.5'",
-            "version": "==22.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==23.2.0"
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         "backcall": {
             "hashes": [
@@ -193,6 +196,15 @@
             ],
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+        "beautifulsoup4": {
+            "hashes": [
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+            "markers": "python_full_version >= '3.6.0'",
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@@ -210,11 +222,12 @@
         },
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-            "version": "==5.3.0"
+            "markers": "python_version >= '3.7'",
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@@ -224,16 +237,16 @@
                 "sha256:8d9a3de9162965e97f8e8cc584c67aad83b3f7a267584fa47701ed11c3e0d4b0",
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-            "index": "pypi",
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-                "sha256:90c1a32f1d68f940488354e36370f6cca89f0f106db09518524c88d6ed83f382"
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-            "version": "==2022.9.24"
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@@ -302,15 +315,104 @@
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                 "sha256:fcd131dd944808b5bdb38e6f5b53013c5aa4f334c5cad0c72742f6eba4b73db0"
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+            "markers": "platform_python_implementation != 'PyPy'",
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@@ -322,11 +424,11 @@
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@@ -337,100 +439,117 @@
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@@ -448,45 +567,39 @@
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@@ -494,72 +607,88 @@
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@@ -571,57 +700,51 @@
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+                "sha256:f959e4770b3fc8ee4dbc3578fd910fab9003e093f20ac8c621452c4d62e517cb"
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+            "version": "==0.6.0"
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         "idna": {
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             "markers": "python_version >= '3.5'",
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+            "version": "==3.6"
         },
         "importlib-metadata": {
             "hashes": [
@@ -633,10 +756,11 @@
         },
         "iniconfig": {
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@@ -644,105 +768,143 @@
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@@ -829,53 +991,74 @@
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+            "version": "==2.1.5"
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@@ -902,6 +1085,7 @@
                 "sha256:fcd6f1954943c0c192bfbebbac263f839d7055409f1173f80d8b11a224d236da"
             ],
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+            "markers": "python_version >= '3.7'",
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@@ -921,76 +1105,108 @@
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@@ -1015,6 +1231,7 @@
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@@ -1047,23 +1264,24 @@
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@@ -1093,23 +1311,24 @@
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@@ -1120,127 +1339,114 @@
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@@ -1432,6 +1724,7 @@
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@@ -1440,6 +1733,7 @@
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@@ -1578,6 +1889,7 @@
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@@ -1610,15 +1923,16 @@
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@@ -1630,11 +1944,11 @@
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@@ -1643,13 +1957,21 @@
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@@ -1676,11 +1998,7 @@
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@@ -1688,50 +2006,51 @@
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@@ -1795,185 +2120,120 @@
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         "zipp": {
             "hashes": [
-                "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1",
-                "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"
+                "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b",
+                "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.10.0"
+            "version": "==3.15.0"
         }
     },
     "develop": {}
diff --git a/README.md b/README.md
index 63603dc9..163feba1 100644
--- a/README.md
+++ b/README.md
@@ -167,25 +167,32 @@ To validate models quality we use test web-pages, placed in directory **notebook
 
 # Docker
 ## Take docker image from github:
-### RC version
-#### macOS/Linux
+### Release version
+#### macOS / Linux
 ```shell
-docker rm --force jdi-qasp-ml-api && docker image rm ghcr.io/jdi-testing/jdi-qasp-ml:rc --force && curl --output docker-compose.yaml --url https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/rc/docker-compose-rc.yaml && docker compose up
+curl --output jdi-bootstrap.sh https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/master/scripts/bootstrap.sh && \
+bash jdi-bootstrap.sh
 ```
+
 #### Windows
 ```shell
-docker rm --force jdi-qasp-ml-api && docker image rm ghcr.io/jdi-testing/jdi-qasp-ml:rc --force && curl.exe --output docker-compose.yaml --url https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/rc/docker-compose-rc.yaml && docker compose up
+curl --output jdi-bootstrap.ps1 https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/master/scripts/bootstrap.ps1 && ^
+powershell -executionpolicy bypass .\jdi-bootstrap.ps1
 ```
 
 ### Development version
-#### macOS/Linux
+#### macOS / Linux
 ```shell
-docker rm --force jdi-qasp-ml-api && docker image rm ghcr.io/jdi-testing/jdi-qasp-ml:latest --force && curl --output docker-compose.yaml --url https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/develop/docker-compose.yaml && docker compose up
+curl --output jdi-bootstrap.sh https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/develop/scripts/bootstrap.sh && \
+bash jdi-bootstrap.sh -b develop -l develop
 ```
+
 #### Windows
 ```shell
-docker rm --force jdi-qasp-ml-api && docker image rm ghcr.io/jdi-testing/jdi-qasp-ml:latest --force && curl.exe --output docker-compose.yaml --url https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/develop/docker-compose.yaml && docker compose up
+curl --output jdi-bootstrap.ps1 https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/develop/scripts/bootstrap.ps1 && ^
+powershell -executionpolicy bypass .\jdi-bootstrap.ps1 -Branch develop -Label develop
 ```
+
 ## Installing version from any other repository branch:
 Example with branch "branch_name":
 
@@ -283,7 +290,34 @@ Response from websocket:
     "payload": {"1122334455667788990011223344": "1122334455667788990011223344"},
 }
 ```
-### 2. Get task status:
+### 2. Schedule CSS locators generation for specific elements in a document:
+Request sent:
+```
+{
+    "action": "schedule_css_locators_generation",
+    "payload": {
+        "document": '"<head jdn-hash=\\"0352637447734573274412895785\\">....',
+        "id": ["1122334455667788990011223344"]
+    }
+}
+```
+Response with the generated locator:
+```
+{
+    "action": "result_ready",
+    "payload": {
+        "id": "css-selectors-gen-47e475cd-3696-400e-b761-8db6ec38857d",
+        "result": [
+            {
+                "id": "1122334455667788990011223344",
+                "result": "p:nth-child(3)"
+            }
+        ]
+    }
+}
+```
+Result will be an empty string in case algorithm fails to find CSS locator for the element.
+### 3. Get task status:
 Request sent:
 ```
 {
@@ -291,7 +325,7 @@ Request sent:
     "payload": {"id": "1122334455667788990011223344"},
 }
 ```
-### 3. Get task statuses:
+### 4. Get task statuses:
 Request sent:
 ```
 {
@@ -305,7 +339,7 @@ Request sent:
     },
 }
 ```
-### 4. Revoke tasks:
+### 5. Revoke tasks:
 Request sent:
 ```
 {
@@ -332,7 +366,7 @@ Response from websocket:
     },
 }
 ```
-### 5. Get task result:
+### 6. Get task result:
 Request sent:
 ```
 {
@@ -340,7 +374,7 @@ Request sent:
     "payload": {"id": "1122334455667788990011223344"},
 }
 ```
-### 6. Get task results:
+### 7. Get task results:
 Request sent:
 ```
 {
diff --git a/app/css_selectors/__init__.py b/app/css_selectors/__init__.py
new file mode 100644
index 00000000..3e60a991
--- /dev/null
+++ b/app/css_selectors/__init__.py
@@ -0,0 +1,8 @@
+__all__ = [
+    "CSS_SELECTOR_GEN_TASK_PREFIX",
+    "task_schedule_css_selectors_generation",
+    "inject_css_selector_generator_scripts",
+]
+
+from .tasks import task_schedule_css_selectors_generation, CSS_SELECTOR_GEN_TASK_PREFIX
+from .utils import inject_css_selector_generator_scripts
diff --git a/app/css_selectors/auxiliary/generate_css_selector.js b/app/css_selectors/auxiliary/generate_css_selector.js
new file mode 100644
index 00000000..8665ac56
--- /dev/null
+++ b/app/css_selectors/auxiliary/generate_css_selector.js
@@ -0,0 +1,60 @@
+/*jshint esversion: 6 */
+
+/*
+This file is providing generateSelectorByElement function taken from the plugin code
+https://github.com/jdi-testing/jdn-ai/blob/37ed138cd8f18d6a66002d0cc991ba2a437af40e/src/pageServices/contentScripts/generationData.js#L72
+ */
+
+const generateSelectorByElement = (element) => {
+  "use strict";
+  let selectorByGenerator;
+  let selectorByFinder;
+
+  // Due to finder lib issue, we have to catch errors.
+  // If css selector generated by finder contains ".", for example #Country_16856319000360.6264611129794591
+  // We get "Uncaught DOMException: Failed to execute 'querySelectorAll' on 'Document':
+  // '#Country_16856319000360.6264611129794591' is not a valid selector."
+  // And because of lib logic we can't prevent generation these selectors.
+  // Reproduced on https://www.docker.com
+  try {
+    const finderForbiddenAttributes = ['jdn-hash', 'href', 'class', 'xmlns', 'xmlns:xlink', 'xlink:href'];
+    selectorByFinder = finder(element, {
+      attr: (name, value) => value && !finderForbiddenAttributes.includes(name),
+    });
+  } catch (err) {
+    selectorByFinder = err;
+  }
+
+  // If "id" attribute starts with number, for example id="6264611129794591"
+  // We get "Uncaught DOMException: Failed to execute 'querySelectorAll' on 'Document':
+  // '#6264611129794591' is not a valid selector."
+  // And because of lib logic we can't prevent generation these selectors.
+  // Reproduced on https://www.otto.de
+  const generatorOptions = {
+    blacklist: [/jdn-hash/, /href/],
+    maxCombinations: 30,
+    maxCandidates: 30,
+  };
+
+  try {
+    selectorByGenerator = CssSelectorGenerator.getCssSelector(element, generatorOptions);
+  } catch (err) {
+    selectorByGenerator = err;
+  }
+
+  const isSelectorByGeneratorString = typeof selectorByGenerator === 'string';
+  const isSelectorByFinderString = typeof selectorByFinder === 'string';
+
+  let selectorGenerationResult;
+
+  if (isSelectorByGeneratorString && isSelectorByFinderString) {
+    selectorGenerationResult = selectorByGenerator.length < selectorByFinder.length ? selectorByGenerator : selectorByFinder;
+  } else if (!isSelectorByFinderString && isSelectorByGeneratorString) {
+    selectorGenerationResult = selectorByGenerator;
+  } else if (!isSelectorByGeneratorString && isSelectorByFinderString) {
+    selectorGenerationResult = selectorByFinder;
+  } else {
+    selectorGenerationResult = "";
+  }
+  return selectorGenerationResult;
+};
diff --git a/app/css_selectors/auxiliary/lib-css-selector-generator.js b/app/css_selectors/auxiliary/lib-css-selector-generator.js
new file mode 100644
index 00000000..736bcee1
--- /dev/null
+++ b/app/css_selectors/auxiliary/lib-css-selector-generator.js
@@ -0,0 +1,9 @@
+/*
+https://www.npmjs.com/package/css-selector-generator
+File was generated by running
+npm install css-selector-generator
+and copying the resulting build/index.js
+The location of build directory depends on your setup
+ */
+
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.CssSelectorGenerator=e():t.CssSelectorGenerator=e()}(self,(()=>(()=>{"use strict";var t={d:(e,n)=>{for(var r in n)t.o(n,r)&&!t.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:n[r]})},o:(t,e)=>Object.prototype.hasOwnProperty.call(t,e),r:t=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(t,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(t,"__esModule",{value:!0})}},e={};function n(t){return t&&t instanceof Element}t.r(e),t.d(e,{default:()=>K,getCssSelector:()=>J});const r={NONE:"",DESCENDANT:" ",CHILD:" > "},o={id:"id",class:"class",tag:"tag",attribute:"attribute",nthchild:"nthchild",nthoftype:"nthoftype"},i="CssSelectorGenerator";function c(t="unknown problem",...e){console.warn(`${i}: ${t}`,...e)}const u={selectors:[o.id,o.class,o.tag,o.attribute],includeTag:!1,whitelist:[],blacklist:[],combineWithinSelector:!0,combineBetweenSelectors:!0,root:null,maxCombinations:Number.POSITIVE_INFINITY,maxCandidates:Number.POSITIVE_INFINITY};function s(t){return t instanceof RegExp}function a(t){return["string","function"].includes(typeof t)||s(t)}function l(t){return Array.isArray(t)?t.filter(a):[]}function f(t){const e=[Node.DOCUMENT_NODE,Node.DOCUMENT_FRAGMENT_NODE,Node.ELEMENT_NODE];return function(t){return t instanceof Node}(t)&&e.includes(t.nodeType)}function d(t,e){if(f(t))return t.contains(e)||c("element root mismatch","Provided root does not contain the element. This will most likely result in producing a fallback selector using element's real root node. If you plan to use the selector using provided root (e.g. `root.querySelector`), it will nto work as intended."),t;const n=e.getRootNode({composed:!1});return f(n)?(n!==document&&c("shadow root inferred","You did not provide a root and the element is a child of Shadow DOM. This will produce a selector using ShadowRoot as a root. If you plan to use the selector using document as a root (e.g. `document.querySelector`), it will not work as intended."),n):e.ownerDocument.querySelector(":root")}function m(t){return"number"==typeof t?t:Number.POSITIVE_INFINITY}function p(t=[]){const[e=[],...n]=t;return 0===n.length?e:n.reduce(((t,e)=>t.filter((t=>e.includes(t)))),e)}function g(t){return[].concat(...t)}function h(t){const e=t.map((t=>{if(s(t))return e=>t.test(e);if("function"==typeof t)return e=>{const n=t(e);return"boolean"!=typeof n?(c("pattern matcher function invalid","Provided pattern matching function does not return boolean. It's result will be ignored.",t),!1):n};if("string"==typeof t){const e=new RegExp("^"+t.replace(/[|\\{}()[\]^$+?.]/g,"\\$&").replace(/\*/g,".+")+"$");return t=>e.test(t)}return c("pattern matcher invalid","Pattern matching only accepts strings, regular expressions and/or functions. This item is invalid and will be ignored.",t),()=>!1}));return t=>e.some((e=>e(t)))}function b(t,e,n){const r=Array.from(d(n,t[0]).querySelectorAll(e));return r.length===t.length&&t.every((t=>r.includes(t)))}function y(t,e){e=null!=e?e:function(t){return t.ownerDocument.querySelector(":root")}(t);const r=[];let o=t;for(;n(o)&&o!==e;)r.push(o),o=o.parentElement;return r}function N(t,e){return p(t.map((t=>y(t,e))))}const S=", ",E=new RegExp(["^$","\\s"].join("|")),w=new RegExp(["^$"].join("|")),v=[o.nthoftype,o.tag,o.id,o.class,o.attribute,o.nthchild],I=h(["class","id","ng-*"]);function C({name:t}){return`[${t}]`}function T({name:t,value:e}){return`[${t}='${e}']`}function O({nodeName:t,nodeValue:e}){return{name:(n=t,n.replace(/:/g,"\\:")),value:V(e)};var n}function x(t){const e=Array.from(t.attributes).filter((e=>function({nodeName:t},e){const n=e.tagName.toLowerCase();return!(["input","option"].includes(n)&&"value"===t||I(t))}(e,t))).map(O);return[...e.map(C),...e.map(T)]}function j(t){return(t.getAttribute("class")||"").trim().split(/\s+/).filter((t=>!w.test(t))).map((t=>`.${V(t)}`))}function A(t){const e=t.getAttribute("id")||"",n=`#${V(e)}`,r=t.getRootNode({composed:!1});return!E.test(e)&&b([t],n,r)?[n]:[]}function $(t){const e=t.parentNode;if(e){const r=Array.from(e.childNodes).filter(n).indexOf(t);if(r>-1)return[`:nth-child(${r+1})`]}return[]}function D(t){return[V(t.tagName.toLowerCase())]}function R(t){const e=[...new Set(g(t.map(D)))];return 0===e.length||e.length>1?[]:[e[0]]}function P(t){const e=R([t])[0],n=t.parentElement;if(n){const r=Array.from(n.children).filter((t=>t.tagName.toLowerCase()===e)),o=r.indexOf(t);if(o>-1)return[`${e}:nth-of-type(${o+1})`]}return[]}function _(t=[],{maxResults:e=Number.POSITIVE_INFINITY}={}){return Array.from(function*(t=[],{maxResults:e=Number.POSITIVE_INFINITY}={}){let n=0,r=L(1);for(;r.length<=t.length&&n<e;){n+=1;const e=r.map((e=>t[e]));yield e,r=k(r,t.length-1)}}(t,{maxResults:e}))}function k(t=[],e=0){const n=t.length;if(0===n)return[];const r=[...t];r[n-1]+=1;for(let t=n-1;t>=0;t--)if(r[t]>e){if(0===t)return L(n+1);r[t-1]++,r[t]=r[t-1]+1}return r[n-1]>e?L(n+1):r}function L(t=1){return Array.from(Array(t).keys())}const M=":".charCodeAt(0).toString(16).toUpperCase(),F=/[ !"#$%&'()\[\]{|}<>*+,./;=?@^`~\\]/;function V(t=""){var e,n;return null!==(n=null===(e=null===CSS||void 0===CSS?void 0:CSS.escape)||void 0===e?void 0:e.call(CSS,t))&&void 0!==n?n:function(t=""){return t.split("").map((t=>":"===t?`\\${M} `:F.test(t)?`\\${t}`:escape(t).replace(/%/g,"\\"))).join("")}(t)}const Y={tag:R,id:function(t){return 0===t.length||t.length>1?[]:A(t[0])},class:function(t){return p(t.map(j))},attribute:function(t){return p(t.map(x))},nthchild:function(t){return p(t.map($))},nthoftype:function(t){return p(t.map(P))}},q={tag:D,id:A,class:j,attribute:x,nthchild:$,nthoftype:P};function B(t){return t.includes(o.tag)||t.includes(o.nthoftype)?[...t]:[...t,o.tag]}function G(t={}){const e=[...v];return t[o.tag]&&t[o.nthoftype]&&e.splice(e.indexOf(o.tag),1),e.map((e=>{return(r=t)[n=e]?r[n].join(""):"";var n,r})).join("")}function H(t,e,n="",o){const i=function(t,e){return""===e?t:function(t,e){return[...t.map((t=>e+r.DESCENDANT+t)),...t.map((t=>e+r.CHILD+t))]}(t,e)}(function(t,e,n){const r=function(t,e){const{blacklist:n,whitelist:r,combineWithinSelector:o,maxCombinations:i}=e,c=h(n),u=h(r);return function(t){const{selectors:e,includeTag:n}=t,r=[].concat(e);return n&&!r.includes("tag")&&r.push("tag"),r}(e).reduce(((e,n)=>{const r=function(t,e){var n;return(null!==(n=Y[e])&&void 0!==n?n:()=>[])(t)}(t,n),s=function(t=[],e,n){return t.filter((t=>n(t)||!e(t)))}(r,c,u),a=function(t=[],e){return t.sort(((t,n)=>{const r=e(t),o=e(n);return r&&!o?-1:!r&&o?1:0}))}(s,u);return e[n]=o?_(a,{maxResults:i}):a.map((t=>[t])),e}),{})}(t,n),o=function(t,e){return function(t){const{selectors:e,combineBetweenSelectors:n,includeTag:r,maxCandidates:o}=t,i=n?_(e,{maxResults:o}):e.map((t=>[t]));return r?i.map(B):i}(e).map((e=>function(t,e){const n={};return t.forEach((t=>{const r=e[t];r.length>0&&(n[t]=r)})),function(t={}){let e=[];return Object.entries(t).forEach((([t,n])=>{e=n.flatMap((n=>0===e.length?[{[t]:n}]:e.map((e=>Object.assign(Object.assign({},e),{[t]:n})))))})),e}(n).map(G)}(e,t))).filter((t=>t.length>0))}(r,n),i=g(o);return[...new Set(i)]}(t,o.root,o),n);for(const e of i)if(b(t,e,o.root))return e;return null}function W(t){return{value:t,include:!1}}function U({selectors:t,operator:e}){let n=[...v];t[o.tag]&&t[o.nthoftype]&&(n=n.filter((t=>t!==o.tag)));let r="";return n.forEach((e=>{(t[e]||[]).forEach((({value:t,include:e})=>{e&&(r+=t)}))})),e+r}function z(t){return[":root",...y(t).reverse().map((t=>{const e=function(t,e,n=r.NONE){const o={};return e.forEach((e=>{Reflect.set(o,e,function(t,e){return q[e](t)}(t,e).map(W))})),{element:t,operator:n,selectors:o}}(t,[o.nthchild],r.CHILD);return e.selectors.nthchild.forEach((t=>{t.include=!0})),e})).map(U)].join("")}function J(t,e={}){const r=function(t){(t instanceof NodeList||t instanceof HTMLCollection)&&(t=Array.from(t));const e=(Array.isArray(t)?t:[t]).filter(n);return[...new Set(e)]}(t),i=function(t,e={}){const n=Object.assign(Object.assign({},u),e);return{selectors:(r=n.selectors,Array.isArray(r)?r.filter((t=>{return e=o,n=t,Object.values(e).includes(n);var e,n})):[]),whitelist:l(n.whitelist),blacklist:l(n.blacklist),root:d(n.root,t),combineWithinSelector:!!n.combineWithinSelector,combineBetweenSelectors:!!n.combineBetweenSelectors,includeTag:!!n.includeTag,maxCombinations:m(n.maxCombinations),maxCandidates:m(n.maxCandidates)};var r}(r[0],e);let c="",s=i.root;function a(){return function(t,e,n="",r){if(0===t.length)return null;const o=[t.length>1?t:[],...N(t,e).map((t=>[t]))];for(const t of o){const e=H(t,0,n,r);if(e)return{foundElements:t,selector:e}}return null}(r,s,c,i)}let f=a();for(;f;){const{foundElements:t,selector:e}=f;if(b(r,e,i.root))return e;s=t[0],c=e,f=a()}return r.length>1?r.map((t=>J(t,i))).join(S):function(t){return t.map(z).join(S)}(r)}const K=J;return e})()));
diff --git a/app/css_selectors/auxiliary/lib-finder.js b/app/css_selectors/auxiliary/lib-finder.js
new file mode 100644
index 00000000..d60075f1
--- /dev/null
+++ b/app/css_selectors/auxiliary/lib-finder.js
@@ -0,0 +1,271 @@
+// License: MIT
+// Author: Anton Medvedev <anton@medv.io>
+// Source: https://github.com/antonmedv/finder
+
+/*
+https://www.npmjs.com/package/@medv/finder
+File was generated by running
+npm install @medv/finder
+and copying the resulting build/finder.js
+The location of build directory depends on your setup
+ */
+
+let config;
+let rootDocument;
+function finder(input, options) {
+    if (input.nodeType !== Node.ELEMENT_NODE) {
+        throw new Error(`Can't generate CSS selector for non-element node type.`);
+    }
+    if ('html' === input.tagName.toLowerCase()) {
+        return 'html';
+    }
+    const defaults = {
+        root: document.body,
+        idName: (name) => true,
+        className: (name) => true,
+        tagName: (name) => true,
+        attr: (name, value) => false,
+        seedMinLength: 1,
+        optimizedMinLength: 2,
+        threshold: 1000,
+        maxNumberOfTries: 10000,
+    };
+    config = { ...defaults, ...options };
+    rootDocument = findRootDocument(config.root, defaults);
+    let path = bottomUpSearch(input, 'all', () => bottomUpSearch(input, 'two', () => bottomUpSearch(input, 'one', () => bottomUpSearch(input, 'none'))));
+    if (path) {
+        const optimized = sort(optimize(path, input));
+        if (optimized.length > 0) {
+            path = optimized[0];
+        }
+        return selector(path);
+    }
+    else {
+        throw new Error(`Selector was not found.`);
+    }
+}
+function findRootDocument(rootNode, defaults) {
+    if (rootNode.nodeType === Node.DOCUMENT_NODE) {
+        return rootNode;
+    }
+    if (rootNode === defaults.root) {
+        return rootNode.ownerDocument;
+    }
+    return rootNode;
+}
+function bottomUpSearch(input, limit, fallback) {
+    let path = null;
+    let stack = [];
+    let current = input;
+    let i = 0;
+    while (current) {
+        let level = maybe(id(current)) ||
+            maybe(...attr(current)) ||
+            maybe(...classNames(current)) ||
+            maybe(tagName(current)) || [any()];
+        const nth = index(current);
+        if (limit == 'all') {
+            if (nth) {
+                level = level.concat(level.filter(dispensableNth).map((node) => nthChild(node, nth)));
+            }
+        }
+        else if (limit == 'two') {
+            level = level.slice(0, 1);
+            if (nth) {
+                level = level.concat(level.filter(dispensableNth).map((node) => nthChild(node, nth)));
+            }
+        }
+        else if (limit == 'one') {
+            const [node] = (level = level.slice(0, 1));
+            if (nth && dispensableNth(node)) {
+                level = [nthChild(node, nth)];
+            }
+        }
+        else if (limit == 'none') {
+            level = [any()];
+            if (nth) {
+                level = [nthChild(level[0], nth)];
+            }
+        }
+        for (let node of level) {
+            node.level = i;
+        }
+        stack.push(level);
+        if (stack.length >= config.seedMinLength) {
+            path = findUniquePath(stack, fallback);
+            if (path) {
+                break;
+            }
+        }
+        current = current.parentElement;
+        i++;
+    }
+    if (!path) {
+        path = findUniquePath(stack, fallback);
+    }
+    if (!path && fallback) {
+        return fallback();
+    }
+    return path;
+}
+function findUniquePath(stack, fallback) {
+    const paths = sort(combinations(stack));
+    if (paths.length > config.threshold) {
+        return fallback ? fallback() : null;
+    }
+    for (let candidate of paths) {
+        if (unique(candidate)) {
+            return candidate;
+        }
+    }
+    return null;
+}
+function selector(path) {
+    let node = path[0];
+    let query = node.name;
+    for (let i = 1; i < path.length; i++) {
+        const level = path[i].level || 0;
+        if (node.level === level - 1) {
+            query = `${path[i].name} > ${query}`;
+        }
+        else {
+            query = `${path[i].name} ${query}`;
+        }
+        node = path[i];
+    }
+    return query;
+}
+function penalty(path) {
+    return path.map((node) => node.penalty).reduce((acc, i) => acc + i, 0);
+}
+function unique(path) {
+    const css = selector(path);
+    switch (rootDocument.querySelectorAll(css).length) {
+        case 0:
+            throw new Error(`Can't select any node with this selector: ${css}`);
+        case 1:
+            return true;
+        default:
+            return false;
+    }
+}
+function id(input) {
+    const elementId = input.getAttribute('id');
+    if (elementId && config.idName(elementId)) {
+        return {
+            name: '#' + CSS.escape(elementId),
+            penalty: 0,
+        };
+    }
+    return null;
+}
+function attr(input) {
+    const attrs = Array.from(input.attributes).filter((attr) => config.attr(attr.name, attr.value));
+    return attrs.map((attr) => ({
+        name: `[${CSS.escape(attr.name)}="${CSS.escape(attr.value)}"]`,
+        penalty: 0.5,
+    }));
+}
+function classNames(input) {
+    const names = Array.from(input.classList).filter(config.className);
+    return names.map((name) => ({
+        name: '.' + CSS.escape(name),
+        penalty: 1,
+    }));
+}
+function tagName(input) {
+    const name = input.tagName.toLowerCase();
+    if (config.tagName(name)) {
+        return {
+            name,
+            penalty: 2,
+        };
+    }
+    return null;
+}
+function any() {
+    return {
+        name: '*',
+        penalty: 3,
+    };
+}
+function index(input) {
+    const parent = input.parentNode;
+    if (!parent) {
+        return null;
+    }
+    let child = parent.firstChild;
+    if (!child) {
+        return null;
+    }
+    let i = 0;
+    while (child) {
+        if (child.nodeType === Node.ELEMENT_NODE) {
+            i++;
+        }
+        if (child === input) {
+            break;
+        }
+        child = child.nextSibling;
+    }
+    return i;
+}
+function nthChild(node, i) {
+    return {
+        name: node.name + `:nth-child(${i})`,
+        penalty: node.penalty + 1,
+    };
+}
+function dispensableNth(node) {
+    return node.name !== 'html' && !node.name.startsWith('#');
+}
+function maybe(...level) {
+    const list = level.filter(notEmpty);
+    if (list.length > 0) {
+        return list;
+    }
+    return null;
+}
+function notEmpty(value) {
+    return value !== null && value !== undefined;
+}
+function* combinations(stack, path = []) {
+    if (stack.length > 0) {
+        for (let node of stack[0]) {
+            yield* combinations(stack.slice(1, stack.length), path.concat(node));
+        }
+    }
+    else {
+        yield path;
+    }
+}
+function sort(paths) {
+    return [...paths].sort((a, b) => penalty(a) - penalty(b));
+}
+function* optimize(path, input, scope = {
+    counter: 0,
+    visited: new Map(),
+}) {
+    if (path.length > 2 && path.length > config.optimizedMinLength) {
+        for (let i = 1; i < path.length - 1; i++) {
+            if (scope.counter > config.maxNumberOfTries) {
+                return; // Okay At least I tried!
+            }
+            scope.counter += 1;
+            const newPath = [...path];
+            newPath.splice(i, 1);
+            const newPathKey = selector(newPath);
+            if (scope.visited.has(newPathKey)) {
+                return;
+            }
+            if (unique(newPath) && same(newPath, input)) {
+                yield newPath;
+                scope.visited.set(newPathKey, true);
+                yield* optimize(newPath, input, scope);
+            }
+        }
+    }
+}
+function same(path, input) {
+    return rootDocument.querySelector(selector(path)) === input;
+}
diff --git a/app/css_selectors/tasks.py b/app/css_selectors/tasks.py
new file mode 100644
index 00000000..87ae3f30
--- /dev/null
+++ b/app/css_selectors/tasks.py
@@ -0,0 +1,79 @@
+import logging
+# from pathlib import Path
+from typing import List, Dict
+
+from app.celery_app import celery_app
+from app.selenium_app import get_webdriver, inject_html
+from app.redis_app import redis_app
+
+
+logger = logging.getLogger(__name__)
+
+
+CSS_SELECTOR_GEN_TASK_PREFIX = "css-selectors-gen-"
+
+
+def _replace_error_messages(new_message: str):
+    def decorator(func):
+        def wrapper(*args, **kwargs):
+            try:
+                return func(*args, **kwargs)
+            except Exception as exc:
+                raise RuntimeError(new_message) from exc
+        return wrapper
+    return decorator
+
+
+def _cache_calculations_results(func):
+    def wrapper(*args, **kwargs):
+        elements_ids = kwargs["elements_ids"]
+        redis_keys = [f"css-selector-{e}" for e in elements_ids]
+        cached_selectors = redis_app.mget(redis_keys)
+
+        result = []
+        not_cached_elements_ids = []
+
+        for element_id, selector in zip(elements_ids, cached_selectors):
+            if selector is None:
+                not_cached_elements_ids.append(element_id)
+            else:
+                logger.info(f"Using cached selector for element {element_id}")
+                result.append({"id": element_id, "result": selector.decode("utf-8")})
+
+        if not_cached_elements_ids:
+            new_kwargs = kwargs.copy()
+            new_kwargs["elements_ids"] = not_cached_elements_ids
+
+            new_results = func(*args, **new_kwargs)
+
+            result.extend(new_results)
+
+            for new_result in new_results:
+                redis_app.set(f"css-selector-{new_result['id']}", new_result["result"], ex=60*60*24)
+        return result
+
+    return wrapper
+
+
+@celery_app.task(bind=True)
+@_replace_error_messages("Error generating CSS selectors")
+@_cache_calculations_results
+def task_schedule_css_selectors_generation(
+        self, document_key: str, elements_ids: List[str]
+) -> List[Dict[str, str]]:
+    driver = get_webdriver()
+    inject_html(driver, redis_app.get(document_key).decode("utf-8"))
+
+    result = []
+    for element_id in elements_ids:
+        result.append({
+            "id": element_id,
+            "result": driver.execute_script(
+                f"""
+                el = document.querySelector('[jdn-hash="{element_id}"]');
+                return generateSelectorByElement(el);
+                """
+            ),
+        })
+
+    return result
diff --git a/app/css_selectors/utils.py b/app/css_selectors/utils.py
new file mode 100644
index 00000000..a8dbaf73
--- /dev/null
+++ b/app/css_selectors/utils.py
@@ -0,0 +1,25 @@
+from bs4 import BeautifulSoup
+
+
+def get_script_text(script_path: str) -> str:
+    with open(script_path) as f:
+        return "\n".join(f.readlines())
+
+
+def inject_css_selector_generator_scripts(document: str) -> str:
+    doc_soup = BeautifulSoup(document, "html.parser")
+    script_files_base_dir = "app/css_selectors/auxiliary"
+    script_files = (
+        f"{script_files_base_dir}/{filename}"
+        for filename in (
+            "lib-finder.js",
+            "lib-css-selector-generator.js",
+            "generate_css_selector.js",
+        )
+    )
+    for script_path in script_files:
+        script_tag = doc_soup.new_tag("script")
+        script_tag.string = get_script_text(script_path)
+        doc_soup.head.append(script_tag)
+
+    return str(doc_soup)
diff --git a/app/mail_backend.py b/app/mail_backend.py
index 46e635ce..cc42beb6 100644
--- a/app/mail_backend.py
+++ b/app/mail_backend.py
@@ -15,7 +15,7 @@
 )
 
 
-def send_support_jdi(msg_content: ReportMail.dict) -> None:
+def send_support_jdi(msg_content: ReportMail) -> None:
 
     subject = msg_content["subject"]
     header = f"{msg_content['subject']} from user {msg_content['email']}"
diff --git a/app/main.py b/app/main.py
index 00ec8e7c..dfd3d757 100644
--- a/app/main.py
+++ b/app/main.py
@@ -12,7 +12,7 @@
 import uvicorn
 from fastapi import FastAPI, HTTPException, Request, UploadFile
 from fastapi import status as status
-from fastapi.responses import FileResponse, JSONResponse, StreamingResponse
+from fastapi.responses import FileResponse, JSONResponse, StreamingResponse, HTMLResponse
 from fastapi.templating import Jinja2Templates
 from pydantic import HttpUrl
 
@@ -24,6 +24,7 @@
     mui_df_path,
     old_df_path,
     robula_api,
+    websocket_api,
 )
 from app.logger import logger
 from app.models import (
@@ -46,6 +47,7 @@
 
 api = FastAPI()
 api.include_router(robula_api.router)
+api.include_router(websocket_api.router)
 templates = Jinja2Templates(directory="templates")
 
 
@@ -63,8 +65,8 @@ def build_version() -> str:
 api.version = build_version()
 
 
-@api.get("/files")
-async def dir_listing(request: Request) -> templates.TemplateResponse:
+@api.get("/files", response_class=HTMLResponse)
+async def dir_listing(request: Request):
     # Joining the base and the requested path
 
     if not os.path.exists(UPLOAD_DIRECTORY):
@@ -133,11 +135,11 @@ async def download_template(
     repo_zip_url: HttpUrl = "https://github.com/jdi-templates/"
     "jdi-light-testng-empty-template/archive/refs/heads/main.zip",
 ) -> StreamingResponse:
-    """Takes link to zip archive of repo from Github. Returns downloaded repo as zip"""
+    """Takes link to zip archive of repo from GitHub. Returns downloaded repo as zip"""
     headers = {"Content-Disposition": 'attachment; filename="template.zip"'}
     async with aiohttp.ClientSession() as session:
         try:
-            async with session.get(repo_zip_url) as resp:
+            async with session.get(str(repo_zip_url)) as resp:
                 if resp.status == 200:
                     content = await resp.read()
 
@@ -172,7 +174,7 @@ def ping_smtp() -> Union[str, int]:
 
 @api.post("/report_problem")
 async def report_problem(msg_content: ReportMail):
-    send_report_mail_task.apply_async(kwargs={"msg_content": msg_content.dict()})
+    send_report_mail_task.apply_async(kwargs={"msg_content": msg_content.model_dump()})
 
 
 @api.post("/file_bytes_to_str")
diff --git a/app/models.py b/app/models.py
index 24151c3f..6ae345c0 100644
--- a/app/models.py
+++ b/app/models.py
@@ -1,6 +1,6 @@
 from typing import Dict, List, Optional, Union
 
-from pydantic import BaseModel, EmailStr, Field
+from pydantic import BaseModel, EmailStr, Field, RootModel
 
 from app.constants import CeleryStatuses
 
@@ -30,6 +30,10 @@ class XPathGenerationModel(TaskIdModel):
     config: RobulaSettingsModel
 
 
+class CSSSelectorGenerationModel(TaskIdModel):
+    document: str
+
+
 class LoggingInfoModel(BaseModel):
     session_id: int
     element_library: str
@@ -69,8 +73,8 @@ class PredictedElement(BaseModel):
     sort_key: int
 
 
-class PredictionResponseModel(BaseModel):
-    __root__: List[PredictedElement]
+class PredictionResponseModel(RootModel):
+    root: List[PredictedElement]
 
 
 class Attachment(BaseModel):
diff --git a/app/mongodb.py b/app/mongodb.py
index ba47a3db..e9470541 100644
--- a/app/mongodb.py
+++ b/app/mongodb.py
@@ -44,7 +44,7 @@ def create_logs_json_file() -> None:
 
 def create_initial_log_entry(logging_info: LoggingInfoModel):
     logs_collection = mongo_db.logs
-    logs_collection.insert_one(logging_info.dict())
+    logs_collection.insert_one(logging_info.model_dump())
 
 
 async def enrich_logs_with_generated_locators(
diff --git a/app/robula_api.py b/app/robula_api.py
index 309ade07..27019d49 100644
--- a/app/robula_api.py
+++ b/app/robula_api.py
@@ -2,12 +2,10 @@
 import typing
 from functools import wraps
 
-import celery.states
-from fastapi import APIRouter, Query, Request, WebSocket, WebSocketDisconnect, status
+from fastapi import APIRouter, Query, Request, status
 from fastapi.exceptions import HTTPException
 from fastapi.templating import Jinja2Templates
 from starlette.responses import JSONResponse
-from starlette.websockets import WebSocketState
 
 from app.logger import logger
 from app.models import (
@@ -45,11 +43,11 @@ def schedule_xpath_generation(data: XPathGenerationModel):
     page = json.loads(data.document)
 
     task_result = task_schedule_xpath_generation.delay(
-        api_utils.get_xpath_from_id(data.id), page, data.config.dict()
+        api_utils.get_xpath_from_id(data.id), page, data.config.model_dump()
     )
 
     result = TaskIdModel(id=task_result.id)
-    return JSONResponse(result.dict(), status.HTTP_201_CREATED)
+    return JSONResponse(result.model_dump(), status.HTTP_201_CREATED)
 
 
 @router.get("/get_task_status", response_model=TaskStatusModel)
@@ -104,40 +102,3 @@ def revoke_all_tasks():
     task_ids = [task["id"] for task in tasks]
     api_utils.revoke_tasks(task_ids=task_ids)
     return {"status": "ok", "tasksRevoked": task_ids}
-
-
-@router.websocket("/ws")
-async def websocket(ws: WebSocket):
-    await ws.accept()
-    ws.created_tasks = []
-    while ws.client_state != WebSocketState.DISCONNECTED:
-        try:
-            data = await ws.receive_json()
-            action = data["action"]
-            payload = data["payload"]
-            logging_info = data.get("logging_info")
-
-            result = await api_utils.process_incoming_ws_request(
-                action, payload, ws, logging_info
-            )
-
-            if result:
-                await ws.send_json(result)
-        except KeyError as e:
-            logger.error(e)
-            await ws.send_json({"error": "Invalid message format."})
-        except WebSocketDisconnect:
-            from utils.api_utils import (
-                revoked_tasks,
-                tasks_vault,
-                tasks_with_changed_priority,
-            )
-
-            tasks_vault.clear()
-            tasks_with_changed_priority.clear()
-            revoked_tasks.clear()
-            logger.info("socket disconnected")
-            for task_result in ws.created_tasks:
-                if task_result.state in celery.states.UNREADY_STATES:
-                    logger.info(f"Task revoked: {task_result.id}")
-                    task_result.revoke(terminate=True, signal="SIGKILL")
diff --git a/app/selenium_app.py b/app/selenium_app.py
index dfcfe73a..ffe553af 100644
--- a/app/selenium_app.py
+++ b/app/selenium_app.py
@@ -17,7 +17,9 @@ def get_webdriver() -> webdriver.Remote:
     chrome_options = Options()
     chrome_options.add_argument("--no-sandbox")
     chrome_options.add_argument("--headless")
-    chrome_options.add_argument("--disable-dev-shm-usage")
+
+    if config.IS_DEV_SHM_USAGE_DISABLED:
+        chrome_options.add_argument("--disable-dev-shm-usage")
 
     capabilities = {
         "browserName": "chrome",
@@ -28,12 +30,21 @@ def get_webdriver() -> webdriver.Remote:
     }
 
     return webdriver.Remote(
-        command_executor="http://jdi-qasp-ml-selenoid:4444/wd/hub",
+        command_executor="http://selenoid:4444/wd/hub",
         desired_capabilities=capabilities,
         options=chrome_options,
     )
 
 
+def inject_html(driver: webdriver.Remote, html: str) -> None:
+    driver.execute_script(
+        "document.write(arguments[0]);",
+        html,
+    )
+    wait = WebDriverWait(driver, 10)
+    wait.until(EC.presence_of_element_located((By.TAG_NAME, "body")))
+
+
 def get_page_elements(driver: webdriver.Remote, page_content: str) -> List[WebElement]:
     """Returns a list of all elements contained in page_content"""
     driver.execute_script(
diff --git a/app/tasks.py b/app/tasks.py
index ca3e826a..f7195c5d 100644
--- a/app/tasks.py
+++ b/app/tasks.py
@@ -8,6 +8,7 @@
 from app.models import ReportMail, RobulaSettingsModel
 from app.redis_app import redis_app
 from utils.robula import generate_xpath
+from .css_selectors import task_schedule_css_selectors_generation  # noqa: F401
 
 ENV = os.getenv("ENV")
 
diff --git a/app/websocket_api.py b/app/websocket_api.py
new file mode 100644
index 00000000..22cc6b2b
--- /dev/null
+++ b/app/websocket_api.py
@@ -0,0 +1,46 @@
+import celery.states
+from fastapi import APIRouter, WebSocket, WebSocketDisconnect
+from starlette.websockets import WebSocketState
+
+
+from app.logger import logger
+from utils import api_utils
+
+router = APIRouter()
+
+
+@router.websocket("/ws")
+async def websocket(ws: WebSocket):
+    await ws.accept()
+    ws.created_tasks = []
+    while ws.client_state != WebSocketState.DISCONNECTED:
+        try:
+            data = await ws.receive_json()
+            action = data["action"]
+            payload = data["payload"]
+            logging_info = data.get("logging_info")
+
+            result = await api_utils.process_incoming_ws_request(
+                action, payload, ws, logging_info
+            )
+
+            if result:
+                await ws.send_json(result)
+        except KeyError as e:
+            logger.error(e)
+            await ws.send_json({"error": "Invalid message format."})
+        except WebSocketDisconnect:
+            from utils.api_utils import (
+                revoked_tasks,
+                tasks_vault,
+                tasks_with_changed_priority,
+            )
+
+            tasks_vault.clear()
+            tasks_with_changed_priority.clear()
+            revoked_tasks.clear()
+            logger.info("socket disconnected")
+            for task_result in ws.created_tasks:
+                if task_result.state in celery.states.UNREADY_STATES:
+                    logger.info(f"Task revoked: {task_result.id}")
+                    task_result.revoke(terminate=True, signal="SIGKILL")
diff --git a/browsers.json b/browsers.json
index fd07c037..f7904fd0 100644
--- a/browsers.json
+++ b/browsers.json
@@ -14,4 +14,4 @@
       }
     }
   }
-}
\ No newline at end of file
+}
diff --git a/docker-compose-rc.yaml b/docker-compose-rc.yaml
deleted file mode 100644
index 53aba8f2..00000000
--- a/docker-compose-rc.yaml
+++ /dev/null
@@ -1,63 +0,0 @@
-version: '3.9'
-
-name: jdi-qasp-ml
-services:
-  chrome:
-    image: selenoid/vnc_chrome:118.0
-    attach: false
-
-  selenoid:
-    container_name: "jdi-qasp-ml-selenoid"
-    image: "aerokube/selenoid:latest"
-    ports:
-      - "4445:4444"
-    volumes:
-      - ".:/etc/selenoid"
-      - "./target:/output"
-      - "/var/run/docker.sock:/var/run/docker.sock"
-      - "./target:/opt/selenoid/video"
-    environment:
-      - "OVERRIDE_VIDEO_OUTPUT_DIR=$PWD/target"
-    command:
-      - "-conf"
-      - "/etc/selenoid/browsers.json"
-      - "-video-output-dir"
-      - "/opt/selenoid/video"
-      - "-container-network"
-      - "jdi-qasp-ml_default"
-      - "-limit"
-      - "${SELENOID_PARALLEL_SESSIONS_COUNT:?set it to the number of parallel running threads supported by your processor (-2 optionally)}"
-
-  api:
-    image: "ghcr.io/jdi-testing/jdi-qasp-ml:rc"
-    container_name: jdi-qasp-ml-api
-    command: uvicorn app.main:api --host 0.0.0.0 --port 5000
-    ports:
-      - "5050:5000"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-    environment:
-      ENV: LOCAL
-      SELENOID_PARALLEL_SESSIONS_COUNT: $SELENOID_PARALLEL_SESSIONS_COUNT
-
-  celery:
-    image: "ghcr.io/jdi-testing/jdi-qasp-ml:rc"
-    container_name: jdi-qasp-ml-celery
-    command: bash -c "chmod +x start_celery.sh && ./start_celery.sh"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  redis:
-    image: "redis:alpine"
-    container_name: jdi-qasp-ml-redis
-    command: redis-server --maxmemory 2048mb --maxmemory-policy allkeys-lru
-    ports:
-      - "6379"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
diff --git a/docker-compose-stable.yaml b/docker-compose-stable.yaml
deleted file mode 100644
index 0c6820eb..00000000
--- a/docker-compose-stable.yaml
+++ /dev/null
@@ -1,73 +0,0 @@
-version: '3'
-
-name: jdi-qasp-ml
-services:
-  chrome:
-    image: selenoid/vnc_chrome:118.0
-    attach: false
-
-  selenoid:
-    container_name: "jdi-qasp-ml-selenoid"
-    image: "aerokube/selenoid:latest"
-    ports:
-      - "4445:4444"
-    volumes:
-      - ".:/etc/selenoid"
-      - "./target:/output"
-      - "/var/run/docker.sock:/var/run/docker.sock"
-      - "./target:/opt/selenoid/video"
-    environment:
-      - "OVERRIDE_VIDEO_OUTPUT_DIR=$PWD/target"
-    command:
-      - "-conf"
-      - "/etc/selenoid/browsers.json"
-      - "-video-output-dir"
-      - "/opt/selenoid/video"
-      - "-container-network"
-      - "jdi-qasp-ml_default"
-      - "-limit"
-      - "${SELENOID_PARALLEL_SESSIONS_COUNT:?set it to the number of parallel running threads supported by your processor (-2 optionally)}"
-
-  api:
-    image: "ghcr.io/jdi-testing/jdi-qasp-ml:stable"
-    container_name: jdi-qasp-ml-api
-    command: uvicorn app.main:api --host 0.0.0.0 --port 5000
-    environment:
-      - SELENOID_PARALLEL_SESSIONS_COUNT=$SELENOID_PARALLEL_SESSIONS_COUNT
-    ports:
-      - "5050:5000"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  celery:
-    image: "ghcr.io/jdi-testing/jdi-qasp-ml:stable"
-    container_name: jdi-qasp-ml-celery
-    command: celery -A app.celery_app:celery_app worker -l info
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  redis:
-    image: "redis:alpine"
-    container_name: jdi-qasp-ml-redis
-    command: redis-server --maxmemory 2048mb --maxmemory-policy allkeys-lru
-    ports:
-      - "6379"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  mongodb:
-    image: mongo:5.0
-    ports:
-      - 27017:27017
-    volumes:
-      - ~/apps/mongo:/data/db
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
diff --git a/docker-compose.dev.yaml b/docker-compose.dev.yaml
deleted file mode 100644
index 48c66544..00000000
--- a/docker-compose.dev.yaml
+++ /dev/null
@@ -1,77 +0,0 @@
-name: jdi-qasp-ml
-services:
-  chrome:
-    image: selenoid/vnc_chrome:118.0
-    attach: false
-
-  selenoid:
-    container_name: "jdi-qasp-ml-selenoid"
-    image: "aerokube/selenoid:latest"
-    ports:
-      - "4445:4444"
-    volumes:
-      - ".:/etc/selenoid"
-      - "./target:/output"
-      - "/var/run/docker.sock:/var/run/docker.sock"
-      - "./target:/opt/selenoid/video"
-    environment:
-      - "OVERRIDE_VIDEO_OUTPUT_DIR=$PWD/target"
-    command:
-      - "-conf"
-      - "/etc/selenoid/browsers.json"
-      - "-video-output-dir"
-      - "/opt/selenoid/video"
-      - "-container-network"
-      - "jdi-qasp-ml_default"
-      - "-limit"
-      - "${SELENOID_PARALLEL_SESSIONS_COUNT:?set it to the number of parallel running threads supported by your processor (-2 optionally)}"
-
-  api:
-    container_name: jdi-qasp-ml-api
-    command: uvicorn app.main:api --host 0.0.0.0 --port 5050
-    build:
-      context: .
-      dockerfile: Dockerfile
-    ports:
-      - "5050:5050"
-    volumes:
-      - .:/jdi-qasp-ml
-    environment:
-      - SELENOID_PARALLEL_SESSIONS_COUNT=$SELENOID_PARALLEL_SESSIONS_COUNT
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  celery:
-    container_name: jdi-qasp-ml-celery
-    command: celery -A app.celery_app:celery_app worker -l info
-    build:
-      context: .
-      dockerfile: Dockerfile
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  redis:
-    container_name: jdi-qasp-ml-redis
-    image: "redis:alpine"
-    command: redis-server --maxmemory 2048mb --maxmemory-policy allkeys-lru
-    ports:
-      - "6379"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  mongodb:
-    image: mongo:5.0
-    ports:
-      - 27017:27017
-    volumes:
-      - ~/apps/mongo:/data/db
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
diff --git a/docker-compose.override.arbitrary-tag.yaml b/docker-compose.override.arbitrary-tag.yaml
new file mode 100644
index 00000000..26b72875
--- /dev/null
+++ b/docker-compose.override.arbitrary-tag.yaml
@@ -0,0 +1,14 @@
+services:
+  api:
+    image: "ghcr.io/jdi-testing/jdi-qasp-ml:${JDI_VERSION_LABEL:?Define JDI QASP ML Docker image tag to use}"
+    environment:
+      ENV: LOCAL
+    depends_on: !override
+      - selenoid
+      - celery
+      - redis
+
+  celery:
+    image: "ghcr.io/jdi-testing/jdi-qasp-ml:${JDI_VERSION_LABEL:?Define JDI QASP ML Docker image tag to use}"
+
+  mongodb: !reset []
diff --git a/docker-compose.override.ci.yaml b/docker-compose.override.ci.yaml
new file mode 100644
index 00000000..0e3a8d3b
--- /dev/null
+++ b/docker-compose.override.ci.yaml
@@ -0,0 +1,30 @@
+# Disclaimer
+# We don't need this file basically and could have just used
+# docker-compose.override.dev.yaml. But the problem is that _at this moment_
+# Docker Compose in our GitHub Actions runner doesn't know how to deal with
+# !reset construct on service level.
+
+services:
+  selenoid:
+    ports:
+      - "${SELENOID_PORT:-4445}:4444"
+
+  api:
+    image: !reset null
+    build:
+      context: .
+      dockerfile: Dockerfile
+    volumes: !override
+      - .:/jdi-qasp-ml
+    environment:
+      ENV: LOCAL
+    depends_on: !override
+      - selenoid
+      - celery
+      - redis
+
+  celery:
+    image: !reset null
+    build:
+      context: .
+      dockerfile: Dockerfile
diff --git a/docker-compose.override.dev.yaml b/docker-compose.override.dev.yaml
new file mode 100644
index 00000000..73a21074
--- /dev/null
+++ b/docker-compose.override.dev.yaml
@@ -0,0 +1,28 @@
+services:
+  selenoid:
+    ports:
+      - "${SELENOID_PORT:-4445}:4444"
+
+  api:
+    image: !reset null
+    build:
+      context: .
+      dockerfile: Dockerfile
+    volumes: !override
+      - .:/jdi-qasp-ml
+    environment:
+      ENV: LOCAL
+    depends_on: !override
+      - selenoid
+      - celery
+      - redis
+
+  celery:
+    image: !reset null
+    build:
+      context: .
+      dockerfile: Dockerfile
+    volumes:
+      - .:/jdi-qasp-ml
+
+  mongodb: !reset []
diff --git a/docker-compose.remote_server.yaml b/docker-compose.remote_server.yaml
deleted file mode 100644
index 4e856e45..00000000
--- a/docker-compose.remote_server.yaml
+++ /dev/null
@@ -1,92 +0,0 @@
-version: '3'
-
-name: jdi-qasp-ml
-services:
-  chrome:
-    image: selenoid/vnc_chrome:118.0
-    attach: false
-
-  selenoid:
-    container_name: "jdi-qasp-ml-selenoid"
-    image: "aerokube/selenoid:latest"
-    ports:
-      - "4445:4444"
-    volumes:
-      - ".:/etc/selenoid"
-      - "./target:/output"
-      - "/var/run/docker.sock:/var/run/docker.sock"
-      - "./target:/opt/selenoid/video"
-    environment:
-      - "OVERRIDE_VIDEO_OUTPUT_DIR=$PWD/target"
-    command:
-      - "-conf"
-      - "/etc/selenoid/browsers.json"
-      - "-video-output-dir"
-      - "/opt/selenoid/video"
-      - "-container-network"
-      - "jdi-qasp-ml_default"
-      - "-limit"
-      - "${SELENOID_PARALLEL_SESSIONS_COUNT:?set it to the number of parallel running threads supported by your processor (-2 optionally)}"
-
-  api:
-    container_name: jdi-qasp-ml-api
-    command: uvicorn app.main:api --host 0.0.0.0 --port 80
-    build:
-      context: .
-      dockerfile: Dockerfile
-    ports:
-      - "80:80"
-    volumes:
-      - .:/jdi-qasp-ml
-    env_file:
-      - .env.rc
-    environment:
-      - SELENOID_PARALLEL_SESSIONS_COUNT=$SELENOID_PARALLEL_SESSIONS_COUNT
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  celery:
-    container_name: jdi-qasp-ml-celery
-    command: celery -A app.celery_app:celery_app worker -l info
-    build:
-      context: .
-      dockerfile: Dockerfile
-    env_file:
-      - .env.rc
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  redis:
-    container_name: jdi-qasp-ml-redis
-    image: "redis:alpine"
-    command:
-      - /bin/sh
-      - -c
-      # - Double dollars, so that the variable is not expanded by Docker Compose
-      # - Surround by quotes, so that the shell does not split the password
-      # - The ${variable:?message} syntax causes shell to exit with a non-zero
-      #   code and print a message, when the variable is not set or empty
-      - redis-server --requirepass "$${REDIS_PASSWORD:?REDIS_PASSWORD variable is not set}" --maxmemory 2048mb --maxmemory-policy allkeys-lru
-    ports:
-      - "6379"
-    env_file:
-      - .env.rc
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  mongodb:
-    image: mongo:5.0
-    volumes:
-      - ~/apps/mongo:/data/db
-    env_file:
-      - .env.rc
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
diff --git a/docker-compose.remote_server_dev.yaml b/docker-compose.remote_server_dev.yaml
deleted file mode 100644
index aeb9c74e..00000000
--- a/docker-compose.remote_server_dev.yaml
+++ /dev/null
@@ -1,93 +0,0 @@
-version: '3'
-
-name: jdi-qasp-ml
-services:
-  chrome:
-    image: selenoid/vnc_chrome:118.0
-    attach: false
-
-  selenoid:
-    container_name: "jdi-qasp-ml-selenoid"
-    image: "aerokube/selenoid:latest"
-    ports:
-      - "4445:4444"
-    volumes:
-      - ".:/etc/selenoid"
-      - "./target:/output"
-      - "/var/run/docker.sock:/var/run/docker.sock"
-      - "./target:/opt/selenoid/video"
-    environment:
-      - "OVERRIDE_VIDEO_OUTPUT_DIR=$PWD/target"
-    command:
-      - "-conf"
-      - "/etc/selenoid/browsers.json"
-      - "-video-output-dir"
-      - "/opt/selenoid/video"
-      - "-container-network"
-      - "jdi-qasp-ml_default"
-      - "-limit"
-      - "${SELENOID_PARALLEL_SESSIONS_COUNT:?set it to the number of parallel running threads supported by your processor (-2 optionally)}"
-
-  api-dev:
-    container_name: jdi-qasp-ml-api-dev
-    command: uvicorn app.main:api --host 0.0.0.0 --port 80
-    build:
-      context: .
-      dockerfile: Dockerfile
-    ports:
-      - "5000:80"
-    volumes:
-      - .:/jdi-qasp-ml
-    env_file:
-      - .env.dev
-    environment:
-      - SELENOID_PARALLEL_SESSIONS_COUNT=$SELENOID_PARALLEL_SESSIONS_COUNT
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  celery-dev:
-    container_name: jdi-qasp-ml-celery-dev
-    command: celery -A app.celery_app:celery_app worker -l info
-    build:
-      context: .
-      dockerfile: Dockerfile
-    env_file:
-      - .env.dev
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  redis-dev:
-    container_name: jdi-qasp-ml-redis-dev
-    image: "redis:alpine"
-    command:
-      - /bin/sh
-      - -c
-      # - Double dollars, so that the variable is not expanded by Docker Compose
-      # - Surround by quotes, so that the shell does not split the password
-      # - The ${variable:?message} syntax causes shell to exit with a non-zero
-      #   code and print a message, when the variable is not set or empty
-      - redis-server --requirepass "$${REDIS_PASSWORD:?REDIS_PASSWORD variable is not set}" --maxmemory 2048mb --maxmemory-policy allkeys-lru
-    ports:
-      - "6380"
-    env_file:
-      - .env.dev
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
-
-  mongodb-dev:
-    container_name: jdi-qasp-ml-mongodb-dev
-    image: mongo:5.0
-    volumes:
-      - ~/apps/mongo:/data/db_dev
-    env_file:
-      - .env.dev
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
diff --git a/docker-compose.yaml b/docker-compose.yaml
index 0433b23e..2a2242a0 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -1,16 +1,20 @@
-version: '3.9'
+x-logging: &logging
+  logging:
+    driver: "json-file"
+    options:
+      max-size: "256m"
 
-name: jdi-qasp-ml
-services:
-  chrome:
-    image: selenoid/vnc_chrome:118.0
-    attach: false
+x-restart-policy: &restart
+  restart: unless-stopped
+
+x-labels: &labels
+  labels:
+    org.jdi-qasp-ml.project: "jdi-qasp-ml"
+    org.jdi-qasp-ml.version_label: "${JDI_VERSION_LABEL:-latest}"
 
+services:
   selenoid:
-    container_name: "jdi-qasp-ml-selenoid"
     image: "aerokube/selenoid:latest"
-    ports:
-      - "4445:4444"
     volumes:
       - ".:/etc/selenoid"
       - "./target:/output"
@@ -18,46 +22,54 @@ services:
       - "./target:/opt/selenoid/video"
     environment:
       - "OVERRIDE_VIDEO_OUTPUT_DIR=$PWD/target"
-    command: 
+    command:
       - "-conf"
       - "/etc/selenoid/browsers.json"
       - "-video-output-dir"
       - "/opt/selenoid/video"
       - "-container-network"
-      - "jdi-qasp-ml_default"
+      - "${JDI_DEFAULT_NETWORK_NAME:-jdi-qasp-ml-default}"
       - "-limit"
       - "${SELENOID_PARALLEL_SESSIONS_COUNT:?set it to the number of parallel running threads supported by your processor (-2 optionally)}"
+    <<: [*restart, *labels]
 
   api:
     image: "ghcr.io/jdi-testing/jdi-qasp-ml:latest"
-    container_name: jdi-qasp-ml-api
-    command: uvicorn app.main:api --host 0.0.0.0 --port 5000
+    command: uvicorn app.main:api --host 0.0.0.0 --port 5050
+    depends_on:
+      - selenoid
+      - celery
+      - redis
+      - mongodb
     ports:
-      - "5050:5000"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
+      - "${APP_EXPOSE_PORT:-5050}:5050"
     environment:
-      ENV: LOCAL
-      SELENOID_PARALLEL_SESSIONS_COUNT: $SELENOID_PARALLEL_SESSIONS_COUNT
+      - SELENOID_PARALLEL_SESSIONS_COUNT=$SELENOID_PARALLEL_SESSIONS_COUNT
+    <<: [*logging, *restart, *labels]
 
   celery:
     image: "ghcr.io/jdi-testing/jdi-qasp-ml:latest"
-    container_name: jdi-qasp-ml-celery
-    command: bash -c "chmod +x start_celery.sh && ./start_celery.sh"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
+    command: bash -c "bash start_celery.sh"
+    depends_on:
+      - redis
+    <<: [*logging, *restart, *labels]
 
   redis:
     image: "redis:alpine"
-    container_name: jdi-qasp-ml-redis
     command: redis-server --maxmemory 2048mb --maxmemory-policy allkeys-lru
-    ports:
-      - "6379"
-    logging:
-      driver: "json-file"
-      options:
-        max-size: "256m"
+    <<: [*logging, *restart, *labels]
+
+  mongodb:
+    image: mongo:5.0
+    volumes:
+      - mongo-data:/data/db
+    <<: [*logging, *restart, *labels]
+
+networks:
+  default:
+    name: ${JDI_DEFAULT_NETWORK_NAME:-jdi-qasp-ml-default}
+    <<: *labels
+
+volumes:
+  mongo-data:
+    <<: *labels
diff --git a/model/version/0.2.62 b/model/version/0.3.0
similarity index 50%
rename from model/version/0.2.62
rename to model/version/0.3.0
index d3f5a12f..8b137891 100644
--- a/model/version/0.2.62
+++ b/model/version/0.3.0
@@ -1 +1 @@
-
+
diff --git a/scripts/bootstrap.ps1 b/scripts/bootstrap.ps1
new file mode 100644
index 00000000..865d870c
--- /dev/null
+++ b/scripts/bootstrap.ps1
@@ -0,0 +1,60 @@
+param(
+    [Parameter(HelpMessage="Branch used as a source for downloading files")]
+    [string]$Branch = 'master',
+    [Parameter(HelpMessage="Amount of allowed parallel Selenium sessions")]
+    [int]$CoresToUse = (Get-WmiObject -Class Win32_Processor).NumberOfLogicalProcessors,
+    [Parameter(HelpMessage="Docker image label to pull")]
+    [string]$Label = 'latest',
+    [Parameter(HelpMessage="Docker Compose pull policy")]
+    [string]$PullPolicy = 'always',
+    [Parameter(HelpMessage="Run Docker Compose in 'detached' mode")]
+    [switch]$Detached,
+    [Parameter(HelpMessage="Do not remove old Docker resources with the same label")]
+    [switch]$NoCleanup
+)
+
+function Download-File {
+    param(
+        [string]$Url,
+        [string]$OutputPath
+    )
+    $webClient = New-Object System.Net.WebClient
+    $webClient.DownloadFile($Url, $OutputPath)
+}
+
+# Remove old Docker resources if cleanup flag is not set
+if (-not $NoCleanup) {
+    $labelSelector = "org.jdi-qasp-ml.version_label=$Label"
+    docker stop $(docker ps -qf "label=$labelSelector") 2>$null
+    docker container rm -f $(docker ps -qaf "label=$labelSelector") 2>$null
+    docker volume rm -f $(docker volume ls -qf "label=$labelSelector") 2>$null
+    docker network rm -f $(docker network ls -qf "label=$labelSelector") 2>$null
+    Remove-Item -Path "docker-compose.yaml", "docker-compose.override.yaml", "browsers.json", ".env" -ErrorAction SilentlyContinue
+}
+
+$RepoUrl = "https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml/$Branch"
+
+Download-File -Url ("$RepoUrl/docker-compose.yaml") -OutputPath "docker-compose.yaml"
+Download-File -Url ("$RepoUrl/browsers.json") -OutputPath "browsers.json"
+
+$randomNumber = Get-Random -Minimum 0 -Maximum 99999999
+$hash = [System.Security.Cryptography.SHA256]::Create().ComputeHash([System.Text.Encoding]::UTF8.GetBytes($randomNumber.ToString()))
+$randomString = ([System.BitConverter]::ToString($hash) -replace '-', '').Substring(0, 8)
+$NetworkName = ("jdi-qasp-ml-$randomString")
+
+@"
+JDI_VERSION_LABEL=$Label
+SELENOID_PARALLEL_SESSIONS_COUNT=$CoresToUse
+JDI_DEFAULT_NETWORK_NAME=$NetworkName
+"@ | Set-Content -Path ".env"
+
+if ($Label -ne 'latest') {
+    Download-File -Url ("$RepoUrl/docker-compose.override.arbitrary-tag.yaml") -OutputPath "docker-compose.override.yaml"
+}
+
+# Start Docker Compose
+if ($Detached) {
+    docker compose up -d --pull $PullPolicy
+} else {
+    docker compose up --pull $PullPolicy
+}
diff --git a/scripts/bootstrap.sh b/scripts/bootstrap.sh
new file mode 100755
index 00000000..2fffb641
--- /dev/null
+++ b/scripts/bootstrap.sh
@@ -0,0 +1,180 @@
+#!/usr/bin/env bash
+
+set -euf -o pipefail
+
+SUCCESS=0
+FAILURE=1
+
+platform="$(uname -s)"
+repo_url="https://raw.githubusercontent.com/jdi-testing/jdi-qasp-ml"
+
+help()
+{
+    echo "\
+Usage: ./bootstrap.sh [ options ]
+ -b, --branch <branch>                    Branch used as a source for downloading files. Default is 'master'
+ -c, --cores-to-use <cores>               Amount of allowed parallel Selenium sessions. Default is number of cores on your machine
+ -d, --detached                           Run Docker Compose in 'detached' mode
+ -l, --label <label>                      Docker image label to pull. Default is 'latest'
+ --no-cleanup                             Do not remove old Docker resources with the same label
+ -p, --pull-policy <always|missing|never> Docker Compose pull policy. Defaults to 'always'
+
+Examples:
+  1. Start a latest stable application version
+
+    ./bootstrap.sh
+
+  2. Start a release candidate application version
+
+    ./bootstrap.sh -b release/0.3.0 -l rc
+
+  3. Start a latest version of application under development
+
+    ./bootstrap.sh -b develop -l develop
+
+  4. Start a version from pull request to test it:
+
+    ./bootstrap.sh -b issue_183-ci-workflow-fix -l pr-186
+"
+}
+
+isdigit ()    # Tests whether *entire string* is numerical.
+{             # In other words, tests for integer variable.
+  [ $# -eq 1 ] || return $FAILURE
+
+  case $1 in
+    *[!0-9]*|"") return $FAILURE;;
+              *) return $SUCCESS;;
+  esac
+}
+
+LABEL=latest
+BRANCH=master
+PULL_POLICY=always
+SELENOID_PARALLEL_SESSIONS_COUNT=$(nproc)
+DO_CLEANUP="true"
+DETACHED="false"
+
+while [[ $# -gt 0 ]]; do
+  case $1 in
+    -h|--help)
+      help
+      exit $SUCCESS
+      ;;
+    -l|--label)
+      LABEL="$2"
+      shift
+      shift
+      ;;
+    -b|--branch)
+      BRANCH="$2"
+      shift
+      shift
+      ;;
+    -p|--pull-policy)
+      PULL_POLICY="$2"
+      case $PULL_POLICY in
+        always|missing|never)
+          ;;
+        *)
+          echo "Unknown value for --pull-policy: $2. Valid values are 'always', 'missing' and 'never'"
+          exit $FAILURE
+          ;;
+      esac
+      shift
+      shift
+      ;;
+    -c|--cores-to-use)
+      if isdigit "$2"
+      then
+        SELENOID_PARALLEL_SESSIONS_COUNT="$2"
+      else
+        echo "Cores to use should be an integer"
+        exit $FAILURE
+      fi
+      shift
+      shift
+      ;;
+    --no-cleanup)
+      DO_CLEANUP="false"
+      shift
+      ;;
+    -d|--detached)
+      DETACHED="true"
+      shift
+      ;;
+    --*|-*)
+      echo "Unknown option $1"
+      exit $FAILURE
+      ;;
+    *)
+      echo "Unknown argument $1"
+      exit $FAILURE
+      ;;
+  esac
+done
+
+echo "LABEL                            = ${LABEL}"
+echo "BRANCH                           = ${BRANCH}"
+echo "PULL_POLICY                      = ${PULL_POLICY}"
+echo "SELENOID_PARALLEL_SESSIONS_COUNT = ${SELENOID_PARALLEL_SESSIONS_COUNT}"
+
+# shellcheck disable=SC2046
+if [[ "$DO_CLEANUP" == "true" ]]
+then
+  set +e
+
+  echo "Cleaning up old Docker things with the '$LABEL' label..."
+  label_selector="label=org.jdi-qasp-ml.version_label=$LABEL"
+
+  docker stop $(docker ps -f "$label_selector" -q) 2>/dev/null
+  docker container rm -f $(docker ps -af "$label_selector" -q) 2>/dev/null
+  docker volume rm $(docker volume ls -f "$label_selector" -q) 2>/dev/null
+  docker network rm $(docker network ls -f "$label_selector" -q) 2>/dev/null
+
+  rm docker-compose.yaml docker-compose.override.yaml browsers.json .env
+
+  set -e
+fi
+
+echo "Downloading required files..."
+
+curl --output docker-compose.yaml "$repo_url/$BRANCH/docker-compose.yaml"
+curl --output browsers.json "$repo_url/$BRANCH/browsers.json"
+
+docker pull selenoid/vnc_chrome:118.0
+
+random_bytes=$(head -c 4 /dev/urandom)
+hex_string=$(od -An -tx1 -N4 -v <<< "$random_bytes" | tr -d ' \n')
+NETWORK_NAME="jdi-qasp-ml-${hex_string:0:8}"
+
+echo "\
+JDI_VERSION_LABEL=${LABEL}
+SELENOID_PARALLEL_SESSIONS_COUNT=${SELENOID_PARALLEL_SESSIONS_COUNT}
+JDI_DEFAULT_NETWORK_NAME=${NETWORK_NAME}
+" > .env
+
+case $LABEL in
+latest)
+  ;;
+*)
+  curl --output docker-compose.override.yaml "$repo_url/$BRANCH/docker-compose.override.arbitrary-tag.yaml"
+  ;;
+esac
+
+echo "Starting application..."
+
+if [[ "$platform" = "Darwin" ]]
+then
+  dc_alias="docker-compose"
+elif [[ "$platform" = "Linux" ]]
+then
+  dc_alias="docker compose"
+fi
+
+if [[ "$DETACHED" = "true" ]]
+then
+  $dc_alias up -d --pull "$PULL_POLICY"
+else
+  $dc_alias up --pull "$PULL_POLICY"
+fi
diff --git a/start_celery.sh b/start_celery.sh
index 8d17508f..cd7c5aa0 100644
--- a/start_celery.sh
+++ b/start_celery.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
 
 CORES_TO_USE=$(($(nproc)-2>0?$(nproc)-2:1))
-echo $CORES_TO_USE
+echo "Celery will use $CORES_TO_USE cores"
 celery -A app.celery_app:celery_app worker -l info --concurrency $CORES_TO_USE
diff --git a/utils/api_utils.py b/utils/api_utils.py
index afd017d5..b155738b 100644
--- a/utils/api_utils.py
+++ b/utils/api_utils.py
@@ -10,10 +10,14 @@
 import app.mongodb as mongodb
 from app.celery_app import celery_app
 from app.constants import CeleryStatuses, WebSocketResponseActions
+from app.css_selectors import inject_css_selector_generator_scripts, CSS_SELECTOR_GEN_TASK_PREFIX
 from app.logger import logger
-from app.models import LoggingInfoModel, TaskStatusModel, XPathGenerationModel
+from app.models import LoggingInfoModel, TaskStatusModel, XPathGenerationModel, CSSSelectorGenerationModel
 from app.redis_app import redis_app
-from app.tasks import ENV, task_schedule_xpath_generation
+from app.selenium_app import get_chunks_boundaries
+from app.tasks import ENV, task_schedule_xpath_generation, task_schedule_css_selectors_generation
+
+from utils import config as app_config
 
 
 def get_task_status(task_id) -> TaskStatusModel:
@@ -62,9 +66,17 @@ async def wait_until_task_reach_status(
             and expected_status != CeleryStatuses.SUCCESS
         ):
             if task_id not in tasks_with_changed_priority:
-                task_dict = task.dict()
+                task_dict = task.model_dump()
                 # deleting underscores in task_id if any to send to frontend
                 task_dict["id"] = task_dict["id"].strip("_")
+
+                # Informing frontend about failed elements from
+                # task_schedule_css_selectors_generation task, because otherwise
+                # this info will be lost. In schedule_multiple_xpath_generations task
+                # the id of an element is the task id, so it doesn't need this logic
+                if task_id.startswith(CSS_SELECTOR_GEN_TASK_PREFIX):
+                    task_dict["elements_ids"] = task_result_obj.kwargs.get("elements_ids")
+
                 error_message = str(task_result_obj.result)
                 response = get_websocket_response(
                     action=WebSocketResponseActions.STATUS_CHANGED,
@@ -78,7 +90,7 @@ async def wait_until_task_reach_status(
                 break
 
         if task.status == expected_status.value:
-            task_dict = task.dict()
+            task_dict = task.model_dump()
             # deleting underscores in task_id if any to send to frontend
             task_dict["id"] = task_dict["id"].strip("_")
 
@@ -194,7 +206,7 @@ def get_celery_tasks_results(ids: typing.List) -> typing.List[dict]:
 def get_celery_task_statuses(ids: typing.List[str]):
     results = []
     for task_id in ids:
-        results.append(get_task_status(task_id).dict())
+        results.append(get_task_status(task_id).model_dump())
     return results
 
 
@@ -259,14 +271,13 @@ async def process_incoming_ws_request(
 
         payload = XPathGenerationModel(**payload)
         element_ids = payload.id
-        document = json.loads(payload.document)
 
         random_document_key = str(uuid.uuid4())
         # saving document (website content) to redis -
         # we cache it because we'll reuse it n times, where 'n' - number of elements
-        redis_app.set(name=random_document_key, value=document)
+        redis_app.set(name=random_document_key, value=payload.document)
 
-        config = payload.config.dict()
+        config = payload.config.model_dump()
 
         for element_id in element_ids:
             if task_exists_and_already_succeeded(
@@ -311,7 +322,7 @@ async def process_incoming_ws_request(
         await change_task_priority(ws, payload, priority=3)
 
     elif action == "get_task_status":
-        result = get_task_status(payload["id"]).dict()
+        result = get_task_status(payload["id"]).model_dump()
     elif action == "get_tasks_statuses":
         task_ids = payload["id"]
         result = get_celery_task_statuses(task_ids)
@@ -324,6 +335,52 @@ async def process_incoming_ws_request(
         result = get_task_result(payload["id"])
     elif action == "get_task_results":
         result = get_celery_tasks_results(payload["id"])
+    elif action == "schedule_css_selectors_generation":
+        generation_data = CSSSelectorGenerationModel(**payload)
+        elements_ids = generation_data.id
+
+        document = generation_data.document
+        random_document_key = str(uuid.uuid4())
+        redis_app.set(name=random_document_key, value=inject_css_selector_generator_scripts(document), ex=120)
+        selectors_generation_results = []
+
+        num_of_tasks = app_config.SELENOID_PARALLEL_SESSIONS_COUNT
+        jobs_chunks = get_chunks_boundaries(elements_ids, num_of_tasks)
+
+        for start_idx, end_idx in jobs_chunks:
+            # Due to the implementation of get_chunks_boundaries we can get
+            # several empty chunks and one chunk with all elements in case when
+            # len(elements_ids) < num_of_tasks
+            # We can skip them to avoid sending of basically empty tasks to Celery
+            if start_idx == end_idx:
+                continue
+
+            task_id = convert_task_id_if_exists(
+                f"{CSS_SELECTOR_GEN_TASK_PREFIX}{uuid.uuid4()}"
+            )
+            task_kwargs = {
+                "document_key": random_document_key,
+                "elements_ids": elements_ids[start_idx:end_idx],
+            }
+
+            task_result_obj = task_schedule_css_selectors_generation.apply_async(
+                kwargs=task_kwargs, task_id=task_id, zpriority=2
+            )
+            selectors_generation_results.append(task_result_obj)
+            ws.created_tasks.append(task_result_obj)
+
+        celery_waiting_tasks = set()
+        for result_obj in selectors_generation_results:
+            celery_waiting_tasks.add(
+                asyncio.create_task(
+                    wait_until_task_reach_status(
+                        ws=ws,
+                        task_result_obj=result_obj,
+                        expected_status=CeleryStatuses.SUCCESS,
+                    )
+                )
+            )
+        await asyncio.wait(celery_waiting_tasks)
 
     return result
 
diff --git a/utils/config.py b/utils/config.py
index c18f4b90..6e10b048 100644
--- a/utils/config.py
+++ b/utils/config.py
@@ -41,4 +41,6 @@
     os.getenv("SELENOID_PARALLEL_SESSIONS_COUNT", len(os.sched_getaffinity(0)))
 )
 
+IS_DEV_SHM_USAGE_DISABLED = os.getenv("IS_DEV_SHM_USAGE_DISABLED", "false").lower() in ("true", "1")
+
 logger.info("Module utils.config was loaded")