From e7c28ac283a0beeb8a60731f68ac895119c479fa Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Fri, 23 May 2025 14:36:40 +0200
Subject: [PATCH 1/6] feat: add Confluence integration with configurable
 parameters for document loading

---
 .../data-access/+state/documents.store.ts     |  7 +++--
 .../admin-app/data-access/document.api.ts     | 27 ++++++++++++++---
 .../DocumentUploadContainer.vue               | 29 +++++++++++++++++--
 frontend/libs/i18n/admin/en.json              |  2 +-
 rag-core-library                              |  2 +-
 rag-infrastructure                            |  2 +-
 6 files changed, 56 insertions(+), 13 deletions(-)

diff --git a/frontend/libs/admin-app/data-access/+state/documents.store.ts b/frontend/libs/admin-app/data-access/+state/documents.store.ts
index e73151c5..383da5d7 100644
--- a/frontend/libs/admin-app/data-access/+state/documents.store.ts
+++ b/frontend/libs/admin-app/data-access/+state/documents.store.ts
@@ -3,7 +3,7 @@ import { ref } from 'vue';
 import { DocumentModel } from "../../models/document.model.ts";
 import { ErrorType } from "../../models/error-type";
 import { UploadedDocument, mapToUploadDocument } from "../../models/uploaded-document.model";
-import { DocumentAPI } from "../document.api";
+import { DocumentAPI, ConfluenceConfig } from "../document.api";
 
 export const useDocumentsStore = defineStore('chat', () => {
     const uploadedDocuments = ref<UploadedDocument[]>([]);
@@ -52,11 +52,12 @@ export const useDocumentsStore = defineStore('chat', () => {
         }
     };
 
-    const loadConfluence = async () => {
+    const loadConfluence = async (config: ConfluenceConfig) => {
       isLoadingConfluence.value = true;
       error.value = null;
       try {
-        await DocumentAPI.loadConfluence();
+        // provide confluence configuration from frontend
+        await DocumentAPI.loadConfluence(config);
         await loadDocuments(); // Refresh the document list after uploading
       } catch(err) {
         if (err.response && err.response.status === 501) {
diff --git a/frontend/libs/admin-app/data-access/document.api.ts b/frontend/libs/admin-app/data-access/document.api.ts
index ef058ab1..3635f957 100644
--- a/frontend/libs/admin-app/data-access/document.api.ts
+++ b/frontend/libs/admin-app/data-access/document.api.ts
@@ -7,6 +7,15 @@ axios.defaults.auth = {
     password: import.meta.env.VITE_AUTH_PASSWORD
 };
 
+// confluence configuration interface
+export interface ConfluenceConfig {
+  spaceKey: string;
+  token: string;
+  url: string;
+  maxPages: number;
+  name: string;
+}
+
 export class DocumentAPI {
     static async loadDocuments(): Promise<DocumentModel[]> {
         try {
@@ -20,9 +29,9 @@ export class DocumentAPI {
     static async uploadDocument(file: File, onUploadProgress: (progressEvent: AxiosProgressEvent) => void): Promise<null> {
         try {
             const formData = new FormData();
-            formData.append('body', file);
+            formData.append('file', file);
 
-            const response = await axios.post<null>('/upload_documents', formData, {
+            const response = await axios.post<null>('/upload_file', formData, {
                 headers: {
                     'Content-Type': 'multipart/form-data'
                 },
@@ -35,9 +44,19 @@ export class DocumentAPI {
         }
     }
 
-    static async loadConfluence(): Promise<void> {
+    static async loadConfluence(config: ConfluenceConfig): Promise<void> {
         try {
-            await axios.post<void>('/load_confluence');
+            // convert config to list of key/value items for backend
+            const payload = [
+                { key: 'url', value: config.url },
+                { key: 'token', value: config.token },
+                { key: 'space_key', value: config.spaceKey },
+                { key: 'max_pages', value: String(config.maxPages) }
+            ];
+            // include required query parameters
+            await axios.post<void>('/upload_source', payload, {
+                params: { type: 'confluence', name: config.name }
+            });
         } catch(error) {
             this.handleError(error);
         }
diff --git a/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue b/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
index 949e976b..089ef42b 100644
--- a/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
+++ b/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
@@ -15,6 +15,14 @@ const isInvalidFileType = ref(false);
 const allowedFileTypes = ['application/pdf', 'application/vnd.openxmlformats-officedocument.wordprocessingml.document', 'application/vnd.openxmlformats-officedocument.presentationml.presentation', 'text/xml'];
 const uploadMethod = ref<'file' | 'confluence'>('file');
 
+
+// confluence configuration refs
+const confluenceName = ref('');
+const spaceKey = ref('');
+const confluenceToken = ref('');
+const confluenceUrl = ref('');
+const maxPages = ref<number>(1000);
+
 const error = computed(() => store.error);
 
 const uploadDocuments = (files: File[]) => {
@@ -55,7 +63,14 @@ const onRemoveDocument = (documentId: string) => {
 }
 
 const handleConfluenceUpload = () => {
-    store.loadConfluence();
+    // send configured parameters to backend
+    store.loadConfluence({
+        name: confluenceName.value,
+        spaceKey: spaceKey.value,
+        token: confluenceToken.value,
+        url: confluenceUrl.value,
+        maxPages: maxPages.value
+    });
 }
 
 const clearError = () => {
@@ -113,7 +128,7 @@ const getErrorMessage = (errorType: string) => {
 
             <!-- File upload area -->
             <div v-if="uploadMethod === 'file'"
-                class="flex flex-col m-auto justify-center items-center w-full h-64 bg-base-100 rounded-box border border-base-300 border-dashed"
+                class="flex flex-col m-auto justify-center items-center w-full h-96 bg-base-100 rounded-box border border-base-300 border-dashed"
                 :class="{'bg-base-200': isDragOver}" @dragover.prevent="onDragOver" @dragleave.prevent="onDragLeave"
                 @drop.prevent="onDrop">
                 <div class="flex flex-col justify-center items-center pt-5 pb-6">
@@ -130,10 +145,18 @@ const getErrorMessage = (errorType: string) => {
 
             <!-- Confluence load area -->
             <div v-else
-                class="flex flex-col m-auto justify-center items-center w-full h-64 bg-base-100 rounded-box border border-base-300">
+                class="flex flex-col m-auto justify-center items-center w-full h-112 bg-base-100 rounded-box border border-base-300">
                 <div class="flex flex-col justify-center items-center pt-5 pb-6">
                     <GlobeAltIcon class="w-10 h-10 mb-4 text-accent-content" />
                     <p class="mb-1 font-bold">{{ t('documents.confluenceLoadTitle') }}</p>
+                    <!-- configuration inputs -->
+                    <div class="space-y-2 mb-4 w-full max-w-sm">
+                      <input v-model="confluenceUrl" type="url" placeholder="URL" class="input input-bordered w-full" />
+                      <input v-model="confluenceName" type="text" placeholder="Name" class="input input-bordered w-full" />
+                      <input v-model="spaceKey" type="text" placeholder="Space key" class="input input-bordered w-full" />
+                      <input v-model="confluenceToken" type="password" placeholder="Token" class="input input-bordered w-full" />
+                      <input v-model.number="maxPages" type="number" placeholder="Max number of pages" class="input input-bordered w-full" />
+                    </div>
                     <p class="text-xs opacity-50 mb-4">{{ t('documents.confluenceLoadDescription') }}</p>
                     <button class="btn btn-sm btn-accent" @click="handleConfluenceUpload">
                         {{ t('documents.loadConfluence') }}
diff --git a/frontend/libs/i18n/admin/en.json b/frontend/libs/i18n/admin/en.json
index 0493c12a..30e44120 100644
--- a/frontend/libs/i18n/admin/en.json
+++ b/frontend/libs/i18n/admin/en.json
@@ -12,7 +12,7 @@
     "fileTypeNotAllowedDescription": "Only PDF, DOCX, PPTX, and XML files are allowed",
     "fileUpload": "File Upload",
     "confluenceUpload": "Confluence",
-    "confluenceLoadTitle": "Load Confluence Pages",
+    "confluenceLoadTitle": "Load all confluence pages from space",
     "confluenceLoadDescription": "Click the button below to load pages from Confluence",
     "loadConfluence": "Load Confluence",
     "select": "Select",
diff --git a/rag-core-library b/rag-core-library
index 3d5e6cda..c5c537b8 160000
--- a/rag-core-library
+++ b/rag-core-library
@@ -1 +1 @@
-Subproject commit 3d5e6cdabcd6abeebe178595ebb5132fbd7bffe5
+Subproject commit c5c537b8a2be2a1f8c669c9ec8bbb3a812375e02
diff --git a/rag-infrastructure b/rag-infrastructure
index 24e755ec..45d45be4 160000
--- a/rag-infrastructure
+++ b/rag-infrastructure
@@ -1 +1 @@
-Subproject commit 24e755ec4961752a01de4a868df2c7f390194b5d
+Subproject commit 45d45be4828674b98e630ca7c9d763ca582b7cad

From e495cc863557088f75f6c0e1074c24a390e8e2aa Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Fri, 23 May 2025 12:38:39 +0000
Subject: [PATCH 2/6] chore: update submodules to latest main

---
 rag-core-library   | 2 +-
 rag-infrastructure | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/rag-core-library b/rag-core-library
index c5c537b8..3d5e6cda 160000
--- a/rag-core-library
+++ b/rag-core-library
@@ -1 +1 @@
-Subproject commit c5c537b8a2be2a1f8c669c9ec8bbb3a812375e02
+Subproject commit 3d5e6cdabcd6abeebe178595ebb5132fbd7bffe5
diff --git a/rag-infrastructure b/rag-infrastructure
index 45d45be4..ec1bbbd6 160000
--- a/rag-infrastructure
+++ b/rag-infrastructure
@@ -1 +1 @@
-Subproject commit 45d45be4828674b98e630ca7c9d763ca582b7cad
+Subproject commit ec1bbbd635446bbadf018904907ff48c0676dab4

From 39748d8b6320088260b7ecaf9305bea2bbdb86a5 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Fri, 23 May 2025 14:42:58 +0200
Subject: [PATCH 3/6] feat: enable MinIO feature in Helm chart configuration
 and remove default max pages limit in document upload

---
 Tiltfile                                                        | 1 +
 .../libs/admin-app/feature-document/DocumentUploadContainer.vue | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/Tiltfile b/Tiltfile
index 93b57ae3..bf61b99c 100644
--- a/Tiltfile
+++ b/Tiltfile
@@ -310,6 +310,7 @@ value_override = [
     # variables
     "shared.debug.backend.enabled=%s" % backend_debug,
     "features.frontend.enabled=true",
+    "features.minio.enabled=true",
     "shared.config.tls.enabled=false",
     "shared.ssl=false",
     # ingress host names
diff --git a/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue b/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
index 089ef42b..4fb5844c 100644
--- a/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
+++ b/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
@@ -21,7 +21,7 @@ const confluenceName = ref('');
 const spaceKey = ref('');
 const confluenceToken = ref('');
 const confluenceUrl = ref('');
-const maxPages = ref<number>(1000);
+const maxPages = ref<number>();
 
 const error = computed(() => store.error);
 

From 38b9d91dbb0750d5a6433f9d2fa8f12c15493f04 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Tue, 3 Jun 2025 16:07:55 +0200
Subject: [PATCH 4/6] feat: add pytest configuration and update testing setup
 across multiple components

---
 .vscode/launch.json                              | 16 ++++++++++++++++
 .vscode/settings.json                            | 11 +++++++++++
 admin-backend/Dockerfile                         |  2 +-
 admin-backend/poetry.lock                        | 13 +++++++------
 .../tests/{dummy_test.py => dummy1_test.py}      |  0
 conftest.py                                      | 15 +++++++++++++++
 document-extractor/poetry.lock                   | 14 +++++++-------
 .../tests/{dummy_test.py => dummy2_test.py}      |  0
 .../libs/admin-app/data-access/document.api.ts   |  2 +-
 rag-backend/poetry.lock                          | 13 +++++++------
 .../tests/{dummy_test.py => dummy3_test.py}      |  0
 rag-core-library                                 |  2 +-
 rag-infrastructure                               |  2 +-
 13 files changed, 67 insertions(+), 23 deletions(-)
 rename admin-backend/tests/{dummy_test.py => dummy1_test.py} (100%)
 create mode 100644 conftest.py
 rename document-extractor/tests/{dummy_test.py => dummy2_test.py} (100%)
 rename rag-backend/tests/{dummy_test.py => dummy3_test.py} (100%)

diff --git a/.vscode/launch.json b/.vscode/launch.json
index 64d934d5..0dcd3c27 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -1,6 +1,22 @@
 {
     "version": "0.2.0",
     "configurations": [
+        {
+            "name": "Debug Pytest (current file)",
+            "type": "python",
+            "request": "launch",
+            "python": "${command:python.interpreterPath}",
+            // run pytest as a module
+            "module": "pytest",
+            "args": [
+              "--maxfail=1",
+              "--disable-warnings",
+              "-q",
+              "${file}"
+            ],
+            "console": "integratedTerminal",
+            "justMyCode": false,
+        },
         {
             "name": "rag_backend",
             "type": "python",
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 94ff2e2f..729db8f9 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -6,6 +6,9 @@
         "./rag-core-library/rag-core-api/src",
         "./rag-core-library/rag-core-lib/src",
         "./rag-core-library/extractor-api-lib/src",
+        "./admin-backend",
+        "./rag-backend",
+        "./document-extractor"
     ],
     "[yaml]": {
         "editor.tabSize": 2,
@@ -13,4 +16,12 @@
         "editor.formatOnType": true,
         "editor.autoIndent": "advanced"
     },
+    "python.testing.pytestEnabled": true,
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestArgs": ["--import-mode","importlib"],
+    "python.testing.autoTestDiscoverOnSaveEnabled": true,
+    "python.envFile": "${workspaceFolder}/.env",
+    "python-envs.defaultEnvManager": "ms-python.python:conda",
+    "python-envs.defaultPackageManager": "ms-python.python:conda",
+    "python-envs.pythonProjects": [],
 }
diff --git a/admin-backend/Dockerfile b/admin-backend/Dockerfile
index 69e997c7..449a9932 100644
--- a/admin-backend/Dockerfile
+++ b/admin-backend/Dockerfile
@@ -19,7 +19,7 @@ COPY admin-backend/pyproject.toml admin-backend/poetry.lock ./
 RUN mkdir log && chmod 700 log
 RUN touch /app/admin-backend/log/logfile.log && chmod 600 /app/admin-backend/log/logfile.log
 
-RUN poetry config virtualenvs.create false &&\
+RUN poetry config virtualenvs.create false && \
     if [ "$dev" = "1" ]; then \
         poetry install --no-interaction --no-ansi --no-root --with dev; \
     else \
diff --git a/admin-backend/poetry.lock b/admin-backend/poetry.lock
index d2ac5526..d1ef2ece 100644
--- a/admin-backend/poetry.lock
+++ b/admin-backend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "admin-api-lib"
@@ -1823,21 +1823,21 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.58"
+version = "0.3.63"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.58-py3-none-any.whl", hash = "sha256:266f90d2a079fe9510190ad3be88bd993baad43e6cee0f822a883767a4bfdd5b"},
-    {file = "langchain_core-0.3.58.tar.gz", hash = "sha256:6ee2282b02fa65bf4ee1afa869d431505536757ff2f1f9f0b432d8ca755d66c6"},
+    {file = "langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5"},
+    {file = "langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.4"
+langsmith = ">=0.1.126,<0.4"
 packaging = ">=23.2,<25"
-pydantic = {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}
+pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
@@ -2933,6 +2933,7 @@ deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
 langchain-community = "0.3.23"
+langchain-core = "0.3.63"
 langfuse = "^2.60.4"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
diff --git a/admin-backend/tests/dummy_test.py b/admin-backend/tests/dummy1_test.py
similarity index 100%
rename from admin-backend/tests/dummy_test.py
rename to admin-backend/tests/dummy1_test.py
diff --git a/conftest.py b/conftest.py
new file mode 100644
index 00000000..e2772f2b
--- /dev/null
+++ b/conftest.py
@@ -0,0 +1,15 @@
+import sys
+import os
+from pathlib import Path
+
+# Add project root and specific directories to Python path
+project_root = Path(__file__).parent
+sys.path.insert(0, str(project_root))
+sys.path.insert(0, str(project_root / "admin-backend"))
+sys.path.insert(0, str(project_root / "rag-backend"))
+sys.path.insert(0, str(project_root / "document-extractor"))
+
+# point at each rag-core library's src folder so their packages (admin_api_lib, rag_core_api, etc.) are importable
+lib_root = project_root / "rag-core-library"
+for lib in ["admin-api-lib", "rag-core-api", "rag-core-lib", "extractor-api-lib"]:
+    sys.path.insert(0, str(lib_root / lib / "src"))
diff --git a/document-extractor/poetry.lock b/document-extractor/poetry.lock
index b30c99c3..5fc0622d 100644
--- a/document-extractor/poetry.lock
+++ b/document-extractor/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -1064,7 +1064,7 @@ fastapi = "^0.115.12"
 fasttext = {git = "https://github.com/cfculhane/fastText", rev = "main"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
-langchain-core = "^0.3.58"
+langchain-core = "0.3.63"
 lxml = "^5.4.0"
 markdownify = "^1.1.0"
 numpy = "^2.2.5"
@@ -1979,21 +1979,21 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.58"
+version = "0.3.63"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.58-py3-none-any.whl", hash = "sha256:266f90d2a079fe9510190ad3be88bd993baad43e6cee0f822a883767a4bfdd5b"},
-    {file = "langchain_core-0.3.58.tar.gz", hash = "sha256:6ee2282b02fa65bf4ee1afa869d431505536757ff2f1f9f0b432d8ca755d66c6"},
+    {file = "langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5"},
+    {file = "langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.4"
+langsmith = ">=0.1.126,<0.4"
 packaging = ">=23.2,<25"
-pydantic = {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}
+pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
diff --git a/document-extractor/tests/dummy_test.py b/document-extractor/tests/dummy2_test.py
similarity index 100%
rename from document-extractor/tests/dummy_test.py
rename to document-extractor/tests/dummy2_test.py
diff --git a/frontend/libs/admin-app/data-access/document.api.ts b/frontend/libs/admin-app/data-access/document.api.ts
index 3635f957..44656bf6 100644
--- a/frontend/libs/admin-app/data-access/document.api.ts
+++ b/frontend/libs/admin-app/data-access/document.api.ts
@@ -55,7 +55,7 @@ export class DocumentAPI {
             ];
             // include required query parameters
             await axios.post<void>('/upload_source', payload, {
-                params: { type: 'confluence', name: config.name }
+                params: { source_type: 'confluence', name: config.name }
             });
         } catch(error) {
             this.handleError(error);
diff --git a/rag-backend/poetry.lock b/rag-backend/poetry.lock
index 33163a7a..9f0b4623 100644
--- a/rag-backend/poetry.lock
+++ b/rag-backend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -1959,21 +1959,21 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.58"
+version = "0.3.63"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.58-py3-none-any.whl", hash = "sha256:266f90d2a079fe9510190ad3be88bd993baad43e6cee0f822a883767a4bfdd5b"},
-    {file = "langchain_core-0.3.58.tar.gz", hash = "sha256:6ee2282b02fa65bf4ee1afa869d431505536757ff2f1f9f0b432d8ca755d66c6"},
+    {file = "langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5"},
+    {file = "langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.125,<0.4"
+langsmith = ">=0.1.126,<0.4"
 packaging = ">=23.2,<25"
-pydantic = {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}
+pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7"
@@ -3879,6 +3879,7 @@ deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
 langchain-community = "0.3.23"
+langchain-core = "0.3.63"
 langfuse = "^2.60.4"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
diff --git a/rag-backend/tests/dummy_test.py b/rag-backend/tests/dummy3_test.py
similarity index 100%
rename from rag-backend/tests/dummy_test.py
rename to rag-backend/tests/dummy3_test.py
diff --git a/rag-core-library b/rag-core-library
index 3d5e6cda..16a73095 160000
--- a/rag-core-library
+++ b/rag-core-library
@@ -1 +1 @@
-Subproject commit 3d5e6cdabcd6abeebe178595ebb5132fbd7bffe5
+Subproject commit 16a730959b4ee389f2ee811ed0f2474ae11031fa
diff --git a/rag-infrastructure b/rag-infrastructure
index ec1bbbd6..7cad7ce6 160000
--- a/rag-infrastructure
+++ b/rag-infrastructure
@@ -1 +1 @@
-Subproject commit ec1bbbd635446bbadf018904907ff48c0676dab4
+Subproject commit 7cad7ce64f8ac4e41044473cac12ffee68da6441

From 026a2df642b953414a30eee460dd59c0f2aac1bb Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Wed, 4 Jun 2025 07:01:01 +0200
Subject: [PATCH 5/6] Update frontend/libs/i18n/admin/en.json

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
 frontend/libs/i18n/admin/en.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/frontend/libs/i18n/admin/en.json b/frontend/libs/i18n/admin/en.json
index 30e44120..d5ad81b3 100644
--- a/frontend/libs/i18n/admin/en.json
+++ b/frontend/libs/i18n/admin/en.json
@@ -12,7 +12,7 @@
     "fileTypeNotAllowedDescription": "Only PDF, DOCX, PPTX, and XML files are allowed",
     "fileUpload": "File Upload",
     "confluenceUpload": "Confluence",
-    "confluenceLoadTitle": "Load all confluence pages from space",
+    "confluenceLoadTitle": "Load all Confluence pages from a space",
     "confluenceLoadDescription": "Click the button below to load pages from Confluence",
     "loadConfluence": "Load Confluence",
     "select": "Select",

From 5be7dfb622ab0d716ac46ca0b763efde848ef6fc Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Wed, 4 Jun 2025 08:38:38 +0200
Subject: [PATCH 6/6] feat: enhance Confluence upload form with additional
 input fields and labels

---
 .../admin-app/feature-document/DocumentUploadContainer.vue   | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue b/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
index 4fb5844c..846afdf8 100644
--- a/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
+++ b/frontend/libs/admin-app/feature-document/DocumentUploadContainer.vue
@@ -151,10 +151,15 @@ const getErrorMessage = (errorType: string) => {
                     <p class="mb-1 font-bold">{{ t('documents.confluenceLoadTitle') }}</p>
                     <!-- configuration inputs -->
                     <div class="space-y-2 mb-4 w-full max-w-sm">
+                      <label for="confluenceUrl" class="sr-only">Confluence URL</label>
                       <input v-model="confluenceUrl" type="url" placeholder="URL" class="input input-bordered w-full" />
+                      <label for="confluenceName" class="sr-only"> Confluence Name</label>
                       <input v-model="confluenceName" type="text" placeholder="Name" class="input input-bordered w-full" />
+                      <label for="spaceKey" class="sr-only">Space key</label>
                       <input v-model="spaceKey" type="text" placeholder="Space key" class="input input-bordered w-full" />
+                      <label for="confluenceToken" class="sr-only">Token</label>
                       <input v-model="confluenceToken" type="password" placeholder="Token" class="input input-bordered w-full" />
+                      <label for="maxPages" class="sr-only">Max pages</label>
                       <input v-model.number="maxPages" type="number" placeholder="Max number of pages" class="input input-bordered w-full" />
                     </div>
                     <p class="text-xs opacity-50 mb-4">{{ t('documents.confluenceLoadDescription') }}</p>