diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index df27f4da..7fec8192 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -6,7 +6,7 @@ description: |
   ask question about their content and the rag will answer them.
 type: application
 version: 4.0.0
-appVersion: "v4.0.0"
+appVersion: "v4.1.1003"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index eae8e561..b0db82ed 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -3436,17 +3436,18 @@ files = [
 
 [[package]]
 name = "rag-core-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
-python-versions = "<4.0,>=3.13"
+python-versions = ">=3.13,<4.0"
 groups = ["main"]
 files = [
-    {file = "rag_core_lib-4.0.0-py3-none-any.whl", hash = "sha256:f263db91ccfcb193bb55b9e11518cca87499192125f65472a583d6b2ee88ccd2"},
-    {file = "rag_core_lib-4.0.0.tar.gz", hash = "sha256:93ed2de42d23af639d65533219d0e9ab71986b930f75f3f9ea8392302fc5a2af"},
+    {file = "rag_core_lib-4.1.1003-py3-none-any.whl", hash = "sha256:bc1414a38bed2ae717509672e64a3da39b1a993c418aba0135c71af086d7666b"},
+    {file = "rag_core_lib-4.1.1003.tar.gz", hash = "sha256:a5688045b6a055884e5a1a8b4f21208e918506ee0d1febec1a647073a1a30428"},
 ]
 
 [package.dependencies]
+boto3 = ">=1.38.10,<2.0.0"
 deprecated = ">=1.2.18,<2.0.0"
 flashrank = ">=0.2.10,<0.3.0"
 langchain = ">=1.0.8,<2.0.0"
@@ -3461,6 +3462,11 @@ pydantic = ">=2.11.4,<3.0.0"
 pydantic-settings = ">=2.2.1,<3.0.0"
 requests-oauthlib = ">=2.0.0,<3.0.0"
 
+[package.source]
+type = "legacy"
+url = "https://test.pypi.org/simple"
+reference = "testpypi"
+
 [[package]]
 name = "redis"
 version = "6.4.0"
@@ -4604,4 +4610,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "4a55af36fdd42086788bf22f0126cca68e79e83a72dd3a99ee923f64b03a2f97"
+content-hash = "430e00f042c73f089764c0d5e6d0de1bcf22f5504ebe9c2012a036995a12e5bd"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index 275448dd..c1a9158e 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "admin-api-lib"
-version = "4.1.0.post20260203075550"
+version = "4.1.1003"
 description = "The admin backend is responsible for the document management. This includes deletion, upload and returning the source document."
 authors = [
     "STACKIT GmbH & Co. KG <data-ai@stackit.cloud>",
@@ -113,7 +113,7 @@ flake8-docstrings = "^1.7.0"
 debugpy = "^1.8.14"
 
 [tool.poetry.dependencies]
-rag-core-lib = "==4.0.0"
+rag-core-lib = {version = "==4.1.1003", source = "testpypi"}
 python = "^3.13"
 uvicorn = "^0.37.0"
 fastapi = "^0.121.2"
diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index 9a2f56cc..458e6322 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
@@ -5896,17 +5896,18 @@ files = [
 
 [[package]]
 name = "rag-core-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
-python-versions = "<4.0,>=3.13"
+python-versions = ">=3.13,<4.0"
 groups = ["main"]
 files = [
-    {file = "rag_core_lib-4.0.0-py3-none-any.whl", hash = "sha256:f263db91ccfcb193bb55b9e11518cca87499192125f65472a583d6b2ee88ccd2"},
-    {file = "rag_core_lib-4.0.0.tar.gz", hash = "sha256:93ed2de42d23af639d65533219d0e9ab71986b930f75f3f9ea8392302fc5a2af"},
+    {file = "rag_core_lib-4.1.1003-py3-none-any.whl", hash = "sha256:bc1414a38bed2ae717509672e64a3da39b1a993c418aba0135c71af086d7666b"},
+    {file = "rag_core_lib-4.1.1003.tar.gz", hash = "sha256:a5688045b6a055884e5a1a8b4f21208e918506ee0d1febec1a647073a1a30428"},
 ]
 
 [package.dependencies]
+boto3 = ">=1.38.10,<2.0.0"
 deprecated = ">=1.2.18,<2.0.0"
 flashrank = ">=0.2.10,<0.3.0"
 langchain = ">=1.0.8,<2.0.0"
@@ -5921,6 +5922,11 @@ pydantic = ">=2.11.4,<3.0.0"
 pydantic-settings = ">=2.2.1,<3.0.0"
 requests-oauthlib = ">=2.0.0,<3.0.0"
 
+[package.source]
+type = "legacy"
+url = "https://test.pypi.org/simple"
+reference = "testpypi"
+
 [[package]]
 name = "rapidfuzz"
 version = "3.14.3"
@@ -8339,4 +8345,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.13,<3.14"
-content-hash = "0b0b8d61892ae15cdc19839b217d472cf5d00d672732fd3ba8f9c55a67557a9a"
+content-hash = "cc2a0b475d1731a2854dec9e8b9759f259f8d589f2107ca964227cb8b3969601"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index fa0c5dfd..88e8dd79 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "extractor-api-lib"
-version = "4.1.0.post20260203075550"
+version = "4.1.1003"
 description = "Extracts the content of documents, websites, etc and maps it to a common format."
 authors = [
     "STACKIT GmbH & Co. KG <data-ai@stackit.cloud>",
@@ -93,7 +93,7 @@ uvicorn = "^0.37.0"
 dependency-injector = "^4.46.0"
 pydantic-settings = "^2.9.1"
 boto3 = "^1.38.10"
-rag-core-lib = "==4.0.0"
+rag-core-lib = {version = "==4.1.1003", source = "testpypi"}
 python-multipart = "^0.0.20"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index bcc1d701..0ade5dca 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -353,6 +353,46 @@ d = ["aiohttp (>=3.10)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "boto3"
+version = "1.42.40"
+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "boto3-1.42.40-py3-none-any.whl", hash = "sha256:91d776b8b68006c1aca204d384be191883c2a36443f4a90561165986dae17b74"},
+    {file = "boto3-1.42.40.tar.gz", hash = "sha256:e9e08059ae1bd47de411d361e9bfaaa6f35c8f996d68025deefff2b4dda79318"},
+]
+
+[package.dependencies]
+botocore = ">=1.42.40,<1.43.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.16.0,<0.17.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.42.40"
+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "botocore-1.42.40-py3-none-any.whl", hash = "sha256:b115cdfece8162cb30f387fdff2ee4693713744c97ebb4b89742e53675dc521c"},
+    {file = "botocore-1.42.40.tar.gz", hash = "sha256:6cfa07cf35ad477daef4920324f6d81b8d3a10a35baeafaa5fca22fb3ad225e2"},
+]
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
+
+[package.extras]
+crt = ["awscrt (==0.29.2)"]
+
 [[package]]
 name = "certifi"
 version = "2025.6.15"
@@ -2122,6 +2162,18 @@ files = [
     {file = "jiter-0.10.0.tar.gz", hash = "sha256:07a7142c38aacc85194391108dc91b5b57093c978a9932bd86a36862759d9500"},
 ]
 
+[[package]]
+name = "jmespath"
+version = "1.1.0"
+description = "JSON Matching Expressions"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64"},
+    {file = "jmespath-1.1.0.tar.gz", hash = "sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d"},
+]
+
 [[package]]
 name = "jsonpatch"
 version = "1.33"
@@ -4380,17 +4432,18 @@ fastembed-gpu = ["fastembed-gpu (>=0.7,<0.8)"]
 
 [[package]]
 name = "rag-core-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
-python-versions = "<4.0,>=3.13"
+python-versions = ">=3.13,<4.0"
 groups = ["main"]
 files = [
-    {file = "rag_core_lib-4.0.0-py3-none-any.whl", hash = "sha256:f263db91ccfcb193bb55b9e11518cca87499192125f65472a583d6b2ee88ccd2"},
-    {file = "rag_core_lib-4.0.0.tar.gz", hash = "sha256:93ed2de42d23af639d65533219d0e9ab71986b930f75f3f9ea8392302fc5a2af"},
+    {file = "rag_core_lib-4.1.1003-py3-none-any.whl", hash = "sha256:bc1414a38bed2ae717509672e64a3da39b1a993c418aba0135c71af086d7666b"},
+    {file = "rag_core_lib-4.1.1003.tar.gz", hash = "sha256:a5688045b6a055884e5a1a8b4f21208e918506ee0d1febec1a647073a1a30428"},
 ]
 
 [package.dependencies]
+boto3 = ">=1.38.10,<2.0.0"
 deprecated = ">=1.2.18,<2.0.0"
 flashrank = ">=0.2.10,<0.3.0"
 langchain = ">=1.0.8,<2.0.0"
@@ -4405,6 +4458,11 @@ pydantic = ">=2.11.4,<3.0.0"
 pydantic-settings = ">=2.2.1,<3.0.0"
 requests-oauthlib = ">=2.0.0,<3.0.0"
 
+[package.source]
+type = "legacy"
+url = "https://test.pypi.org/simple"
+reference = "testpypi"
+
 [[package]]
 name = "ragas"
 version = "0.3.2"
@@ -4623,6 +4681,24 @@ pygments = ">=2.13.0,<3.0.0"
 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
+[[package]]
+name = "s3transfer"
+version = "0.16.0"
+description = "An Amazon S3 Transfer Manager"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe"},
+    {file = "s3transfer-0.16.0.tar.gz", hash = "sha256:8e990f13268025792229cd52fa10cb7163744bf56e719e0b9cb925ab79abf920"},
+]
+
+[package.dependencies]
+botocore = ">=1.37.4,<2.0a.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+
 [[package]]
 name = "setuptools"
 version = "80.8.0"
@@ -5605,4 +5681,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "b6923f9348d7bbf063da5025c147ec58cb17b7411a285ce654cfbe5a4345030e"
+content-hash = "985f93e4b47518660b15f0a62a60737eb3366eeb7299c185c2db7e7c6e6ab73c"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index ebdc89af..d44e898c 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "rag-core-api"
-version = "4.1.0.post20260203075550"
+version = "4.1.1003"
 description = "The rag-core-api contains the API layer for the RAG template for document retrieval, question answering, knowledge base management in the vector database and more."
 packages = [{ include = "rag_core_api", from = "src" }]
 authors = [
@@ -20,7 +20,7 @@ homepage = "https://pypi.org/project/rag-core-api"
 
 [tool.poetry.dependencies]
 python = "^3.13"
-rag-core-lib = "==4.0.0"
+rag-core-lib = {version = "==4.1.1003", source = "testpypi"}
 uvicorn = "^0.37.0"
 langchain-qdrant = "^1.1.0"
 dependency-injector = "^4.46.0"
diff --git a/libs/rag-core-lib/pyproject.toml b/libs/rag-core-lib/pyproject.toml
index 9a4a4127..e102f286 100644
--- a/libs/rag-core-lib/pyproject.toml
+++ b/libs/rag-core-lib/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "rag-core-lib"
-version = "4.1.0.post20260203075550"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 authors = [
     "STACKIT GmbH & Co. KG <data-ai@stackit.cloud>",
diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index 2593cc74..0db4838e 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -1,8 +1,8 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "admin-api-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The admin backend is responsible for the document management. This includes deletion, upload and returning the source document."
 optional = false
 python-versions = "^3.13"
@@ -21,7 +21,7 @@ nltk = "^3.9.2"
 python-dateutil = "^2.9.0.post0"
 python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
-rag-core-lib = "==4.0.0"
+rag-core-lib = "==4.1.1003"
 redis = "^6.0.0"
 starlette = ">=0.49.1"
 tenacity = "9.1.2"
@@ -3429,7 +3429,7 @@ files = [
 
 [[package]]
 name = "rag-core-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
@@ -4592,4 +4592,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "948df7b0a39eebbc0ed25fbc73c160942121ee90433961eae9624894f5c74729"
+content-hash = "b21692566a11d4f0888230236ab4851377a2768e9ff83e7ed062006636a20cf8"
diff --git a/services/admin-backend/pyproject.toml b/services/admin-backend/pyproject.toml
index b840579a..067e2690 100644
--- a/services/admin-backend/pyproject.toml
+++ b/services/admin-backend/pyproject.toml
@@ -108,8 +108,8 @@ python = "^3.13"
 setuptools = "<80.9"
 
 [tool.poetry.group.prod.dependencies]
-admin-api-lib = "==4.0.0"
-rag-core-lib = "==4.0.0"
+admin-api-lib = "==4.1.1003"
+rag-core-lib = "==4.1.1003"
 
 [tool.poetry.group.prod-local.dependencies]
 # Use local path for Tilt/development with production Dockerfile
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index a5ed9c93..1cbd7454 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "accelerate"
@@ -1324,7 +1324,7 @@ version = "1.9.0"
 description = "Distro - an OS platform information API"
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
@@ -1553,7 +1553,7 @@ files = [
 
 [[package]]
 name = "extractor-api-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "Extracts the content of documents, websites, etc and maps it to a common format."
 optional = false
 python-versions = ">=3.13,<3.14"
@@ -1593,7 +1593,7 @@ pypdfium2 = "4.30.0"
 pytesseract = "^0.3.10"
 python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
-rag-core-lib = "==4.0.0"
+rag-core-lib = "==4.1.1003"
 requests-oauthlib = "^2.0.0"
 starlette = ">=0.49.1"
 tabulate = "^0.9.0"
@@ -2062,7 +2062,7 @@ version = "0.2.10"
 description = "Ultra lite & Super fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines."
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "FlashRank-0.2.10-py3-none-any.whl", hash = "sha256:5d3272ae657d793c132d1e7917ed9e2adf49e0e1c60735583a67b051c6f0434a"},
     {file = "FlashRank-0.2.10.tar.gz", hash = "sha256:f8f82a25c32fdfc668a09dc4089421d6aab8e7f71308424b541f40bb3f01d9db"},
@@ -2279,7 +2279,7 @@ version = "1.72.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "googleapis_common_protos-1.72.0-py3-none-any.whl", hash = "sha256:4299c5a82d5ae1a9702ada957347726b167f9f8d1fc352477702a1e851ff4038"},
     {file = "googleapis_common_protos-1.72.0.tar.gz", hash = "sha256:e55a601c1b32b52d7a3e65f43563e2aa61bcd737998ee672ac9b951cd49319f5"},
@@ -2576,7 +2576,7 @@ version = "8.7.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151"},
     {file = "importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb"},
@@ -2642,7 +2642,7 @@ version = "0.13.0"
 description = "Fast iterable JSON parser."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "jiter-0.13.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2ffc63785fd6c7977defe49b9824ae6ce2b2e2b77ce539bdaf006c26da06342e"},
     {file = "jiter-0.13.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4a638816427006c1e3f0013eb66d391d7a3acda99a7b0cf091eff4497ccea33a"},
@@ -2869,7 +2869,7 @@ version = "1.2.4"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain-1.2.4-py3-none-any.whl", hash = "sha256:182ac9f3c4559c5a6477e00d60ff8a56212ec4db6f101a4957492818dc3ce3e9"},
     {file = "langchain-1.2.4.tar.gz", hash = "sha256:65119ff1c2ac8cc2410739b0fb2773f8fbfbe83357df9bab8a5fceafb9e04aa1"},
@@ -2988,7 +2988,7 @@ version = "1.1.7"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langchain_openai-1.1.7-py3-none-any.whl", hash = "sha256:34e9cd686aac1a120d6472804422792bf8080a2103b5d21ee450c9e42d053815"},
     {file = "langchain_openai-1.1.7.tar.gz", hash = "sha256:f5ec31961ed24777548b63a5fe313548bc6e0eb9730d6552b8c6418765254c81"},
@@ -3035,7 +3035,7 @@ version = "3.12.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.10"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langfuse-3.12.1-py3-none-any.whl", hash = "sha256:ccf091ed6b6e0d9d4dbc95ad5cbb0f60c4452ce95b18c114ed5896f4546af38f"},
     {file = "langfuse-3.12.1.tar.gz", hash = "sha256:da3bf4c0469eab4305f88a63cbb5ef89cf7542abbbcc9136a35c1bc708810520"},
@@ -3059,7 +3059,7 @@ version = "1.0.7"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph-1.0.7-py3-none-any.whl", hash = "sha256:9d68e8f8dd8f3de2fec45f9a06de05766d9b075b78fb03171779893b7a52c4d2"},
     {file = "langgraph-1.0.7.tar.gz", hash = "sha256:0cfdfee51e6e8cfe503ecc7367c73933437c505b03fa10a85c710975c8182d9a"},
@@ -3079,7 +3079,7 @@ version = "3.0.1"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_checkpoint-3.0.1-py3-none-any.whl", hash = "sha256:9b04a8d0edc0474ce4eaf30c5d731cee38f11ddff50a6177eead95b5c4e4220b"},
     {file = "langgraph_checkpoint-3.0.1.tar.gz", hash = "sha256:59222f875f85186a22c494aedc65c4e985a3df27e696e5016ba0b98a5ed2cee0"},
@@ -3095,7 +3095,7 @@ version = "1.0.7"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_prebuilt-1.0.7-py3-none-any.whl", hash = "sha256:e14923516504405bb5edc3977085bc9622c35476b50c1808544490e13871fe7c"},
     {file = "langgraph_prebuilt-1.0.7.tar.gz", hash = "sha256:38e097e06de810de4d0e028ffc0e432bb56d1fb417620fb1dfdc76c5e03e4bf9"},
@@ -3111,7 +3111,7 @@ version = "0.3.3"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "langgraph_sdk-0.3.3-py3-none-any.whl", hash = "sha256:a52ebaf09d91143e55378bb2d0b033ed98f57f48c9ad35c8f81493b88705fc7b"},
     {file = "langgraph_sdk-0.3.3.tar.gz", hash = "sha256:c34c3dce3b6848755eb61f0c94369d1ba04aceeb1b76015db1ea7362c544fb26"},
@@ -4092,7 +4092,7 @@ version = "1.109.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315"},
     {file = "openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869"},
@@ -4175,7 +4175,7 @@ version = "1.39.1"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "opentelemetry_api-1.39.1-py3-none-any.whl", hash = "sha256:2edd8463432a7f8443edce90972169b195e7d6a05500cd29e6d13898187c9950"},
     {file = "opentelemetry_api-1.39.1.tar.gz", hash = "sha256:fbde8c80e1b937a2c61f20347e91c0c18a1940cecf012d62e65a7caf08967c9c"},
@@ -4191,7 +4191,7 @@ version = "1.39.1"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_common-1.39.1-py3-none-any.whl", hash = "sha256:08f8a5862d64cc3435105686d0216c1365dc5701f86844a8cd56597d0c764fde"},
     {file = "opentelemetry_exporter_otlp_proto_common-1.39.1.tar.gz", hash = "sha256:763370d4737a59741c89a67b50f9e39271639ee4afc999dadfe768541c027464"},
@@ -4206,7 +4206,7 @@ version = "1.39.1"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_http-1.39.1-py3-none-any.whl", hash = "sha256:d9f5207183dd752a412c4cd564ca8875ececba13be6e9c6c370ffb752fd59985"},
     {file = "opentelemetry_exporter_otlp_proto_http-1.39.1.tar.gz", hash = "sha256:31bdab9745c709ce90a49a0624c2bd445d31a28ba34275951a6a362d16a0b9cb"},
@@ -4230,7 +4230,7 @@ version = "1.39.1"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "opentelemetry_proto-1.39.1-py3-none-any.whl", hash = "sha256:22cdc78efd3b3765d09e68bfbd010d4fc254c9818afd0b6b423387d9dee46007"},
     {file = "opentelemetry_proto-1.39.1.tar.gz", hash = "sha256:6c8e05144fc0d3ed4d22c2289c6b126e03bcd0e6a7da0f16cedd2e1c2772e2c8"},
@@ -4245,7 +4245,7 @@ version = "1.39.1"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "opentelemetry_sdk-1.39.1-py3-none-any.whl", hash = "sha256:4d5482c478513ecb0a5d938dcc61394e647066e0cc2676bee9f3af3f3f45f01c"},
     {file = "opentelemetry_sdk-1.39.1.tar.gz", hash = "sha256:cf4d4563caf7bff906c9f7967e2be22d0d6b349b908be0d90fb21c8e9c995cc6"},
@@ -4262,7 +4262,7 @@ version = "0.60b1"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "opentelemetry_semantic_conventions-0.60b1-py3-none-any.whl", hash = "sha256:9fa8c8b0c110da289809292b0591220d3a7b53c1526a23021e977d68597893fb"},
     {file = "opentelemetry_semantic_conventions-0.60b1.tar.gz", hash = "sha256:87c228b5a0669b748c76d76df6c364c369c28f1c465e50f661e39737e84bc953"},
@@ -4368,6 +4368,7 @@ files = [
     {file = "orjson-3.11.4-cp39-cp39-win_amd64.whl", hash = "sha256:e2985ce8b8c42d00492d0ed79f2bd2b6460d00f2fa671dfde4bf2e02f49bf5c6"},
     {file = "orjson-3.11.4.tar.gz", hash = "sha256:39485f4ab4c9b30a3943cfe99e1a213c4776fb69e8abd68f66b83d5a0b0fdc6d"},
 ]
+markers = {main = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "ormsgpack"
@@ -4375,7 +4376,7 @@ version = "1.12.2"
 description = "Fast, correct Python msgpack library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "ormsgpack-1.12.2-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:c1429217f8f4d7fcb053523bbbac6bed5e981af0b85ba616e6df7cce53c19657"},
     {file = "ormsgpack-1.12.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f13034dc6c84a6280c6c33db7ac420253852ea233fc3ee27c8875f8dd651163"},
@@ -5925,11 +5926,11 @@ files = [
 
 [[package]]
 name = "rag-core-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = []
 develop = true
 
@@ -7027,7 +7028,7 @@ version = "0.12.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "tiktoken-0.12.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3de02f5a491cfd179aec916eddb70331814bd6bf764075d39e21d5862e533970"},
     {file = "tiktoken-0.12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b6cfb6d9b7b54d20af21a912bfe63a2727d9cfa8fbda642fd8322c70340aad16"},
@@ -8187,7 +8188,7 @@ version = "3.23.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev", "prod", "prod-local"]
+groups = ["dev", "prod", "prod-local"]
 files = [
     {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
     {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
@@ -8316,4 +8317,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.13,<3.14"
-content-hash = "eec97c9d37f2d6f6a10892553c093faf7a85a63bddaac302ff7ed1288112e2e0"
+content-hash = "0be0a1860e56312dcce28ddaa32a937670698856bfe00252018705f4ef14751c"
diff --git a/services/document-extractor/pyproject.toml b/services/document-extractor/pyproject.toml
index ddb239ba..074634f0 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -118,10 +118,12 @@ url = "https://download.pytorch.org/whl/cpu"
 priority = "explicit"
 
 
+
 [tool.poetry.group.prod.dependencies]
 # Try PyPI first, then TestPyPI automatically due to supplemental priority
-extractor-api-lib = "==4.0.0"
-rag-core-lib = "==4.0.0"
+extractor-api-lib = "==4.1.1003"
+rag-core-lib = "==4.1.1003"
+
 
 
 [tool.poetry.group.prod-local.dependencies]
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index 811156ea..6686b8a6 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -4478,7 +4478,7 @@ fastembed-gpu = ["fastembed-gpu (>=0.7,<0.8)"]
 
 [[package]]
 name = "rag-core-api"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-api contains the API layer for the RAG template for document retrieval, question answering, knowledge base management in the vector database and more."
 optional = false
 python-versions = "^3.13"
@@ -4505,7 +4505,7 @@ openai = "^1.77.0"
 pillow = "^11.2.1"
 pyyaml = "^6.0.2"
 qdrant-client = "^1.14.2"
-rag-core-lib = "==4.0.0"
+rag-core-lib = "==4.1.1003"
 ragas = "^0.3.0"
 requests-oauthlib = "^2.0.0"
 starlette = ">=0.49.1"
@@ -4517,7 +4517,7 @@ url = "../../libs/rag-core-api"
 
 [[package]]
 name = "rag-core-lib"
-version = "4.0.0"
+version = "4.1.1003"
 description = "The rag-core-lib contains the shared components of at least two of the rag libs."
 optional = false
 python-versions = "^3.13"
@@ -5851,4 +5851,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "3423d3b0a821348cfda0965bfe3a774e31543f32586146a30a660977354db6ce"
+content-hash = "b0ba7bc17db4a8806f7f8c57222bc6a01281b139c3bcfccc5b78dcb117c33240"
diff --git a/services/rag-backend/pyproject.toml b/services/rag-backend/pyproject.toml
index 1bed41d1..d96c8f97 100644
--- a/services/rag-backend/pyproject.toml
+++ b/services/rag-backend/pyproject.toml
@@ -114,9 +114,11 @@ priority = "supplemental"
 
 
 
+
 [tool.poetry.group.prod.dependencies]
-rag-core-api = "==4.0.0"
-rag-core-lib = "==4.0.0"
+rag-core-api = "==4.1.1003"
+rag-core-lib = "==4.1.1003"
+
 
 
 [tool.poetry.group.prod-local.dependencies]