diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 1c3aa582..f1f2d894 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -59,7 +59,7 @@ jobs:
       - name: Build llm_core image
         id: set-image-core_llm
         run: |
-          cd modules/llm_core
+          cd ./llm_core
           docker build -t llm_core .
           cd ..
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 98a3838e..54dcefbe 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -9,7 +9,7 @@ services:
     command: echo "Athena build succeeded, exiting (this is normal)"
 
   llm_core:
-      build: modules/llm_core
+      build: ./llm_core
       depends_on:
         - athena
       image: llm_core
diff --git a/modules/llm_core/.env.example b/llm_core/.env.example
similarity index 100%
rename from modules/llm_core/.env.example
rename to llm_core/.env.example
diff --git a/modules/llm_core/Dockerfile b/llm_core/Dockerfile
similarity index 100%
rename from modules/llm_core/Dockerfile
rename to llm_core/Dockerfile
diff --git a/modules/llm_core/llm_core/__init__.py b/llm_core/llm_core/__init__.py
similarity index 100%
rename from modules/llm_core/llm_core/__init__.py
rename to llm_core/llm_core/__init__.py
diff --git a/modules/llm_core/llm_core/models/__init__.py b/llm_core/llm_core/models/__init__.py
similarity index 100%
rename from modules/llm_core/llm_core/models/__init__.py
rename to llm_core/llm_core/models/__init__.py
diff --git a/modules/llm_core/llm_core/models/callbacks.py b/llm_core/llm_core/models/callbacks.py
similarity index 100%
rename from modules/llm_core/llm_core/models/callbacks.py
rename to llm_core/llm_core/models/callbacks.py
diff --git a/modules/llm_core/llm_core/models/model_config.py b/llm_core/llm_core/models/model_config.py
similarity index 100%
rename from modules/llm_core/llm_core/models/model_config.py
rename to llm_core/llm_core/models/model_config.py
diff --git a/modules/llm_core/llm_core/models/openai.py b/llm_core/llm_core/models/openai.py
similarity index 100%
rename from modules/llm_core/llm_core/models/openai.py
rename to llm_core/llm_core/models/openai.py
diff --git a/modules/llm_core/llm_core/utils/llm_utils.py b/llm_core/llm_core/utils/llm_utils.py
similarity index 100%
rename from modules/llm_core/llm_core/utils/llm_utils.py
rename to llm_core/llm_core/utils/llm_utils.py
diff --git a/modules/llm_core/llm_core/utils/predict_and_parse.py b/llm_core/llm_core/utils/predict_and_parse.py
similarity index 100%
rename from modules/llm_core/llm_core/utils/predict_and_parse.py
rename to llm_core/llm_core/utils/predict_and_parse.py
diff --git a/modules/llm_core/poetry.lock b/llm_core/poetry.lock
similarity index 67%
rename from modules/llm_core/poetry.lock
rename to llm_core/poetry.lock
index b8076f8f..1d67f0b3 100644
--- a/modules/llm_core/poetry.lock
+++ b/llm_core/poetry.lock
@@ -13,102 +13,102 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.9"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -169,19 +169,15 @@ trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "astroid"
-version = "2.15.8"
+version = "3.3.5"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.9.0"
 files = [
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 ]
 
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-wrapt = {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}
-
 [[package]]
 name = "athena"
 version = "1.0.0"
@@ -201,7 +197,7 @@ uvicorn = "^0.23.0"
 
 [package.source]
 type = "directory"
-url = "../../athena"
+url = "../athena"
 
 [[package]]
 name = "attrs"
@@ -235,101 +231,116 @@ files = [
 
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+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
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 [[package]]
 name = "flake8"
-version = "6.1.0"
+version = "7.1.1"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
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+pycodestyle = ">=2.12.0,<2.13.0"
+pyflakes = ">=3.2.0,<3.3.0"
 
 [[package]]
 name = "flake8-polyfill"
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 ]
 
 [[package]]
@@ -960,13 +971,13 @@ langchain-core = ">=0.2.38,<0.3.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.131"
+version = "0.1.134"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langsmith-0.1.134-py3-none-any.whl", hash = "sha256:ada98ad80ef38807725f32441a472da3dd28394010877751f48f458d3289da04"},
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 ]
 
 [package.dependencies]
@@ -976,52 +987,6 @@ pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 
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-
 [[package]]
 name = "marshmallow"
 version = "3.22.0"
@@ -1411,34 +1376,140 @@ docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-a
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.11.2)"]
 
+[[package]]
+name = "propcache"
+version = "0.2.0"
+description = "Accelerated property cache"
+optional = false
+python-versions = ">=3.8"
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 [[package]]
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-version = "1.11.0"
+version = "1.12.1"
 description = "Prospector is a tool to analyse Python code by aggregating the result of other tools."
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
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 [package.dependencies]
 dodgy = ">=0.2.1,<0.3.0"
-flake8 = "<7.0.0"
+flake8 = "*"
 GitPython = ">=3.1.27,<4.0.0"
 mccabe = ">=0.7.0,<0.8.0"
 packaging = "*"
 pep8-naming = ">=0.3.3,<=0.10.0"
 pycodestyle = ">=2.9.0"
 pydocstyle = ">=2.0.0"
-pyflakes = ">=2.2.0,<4"
-pylint = ">=2.8.3,<3.0"
+pyflakes = ">=2.2.0"
+pylint = ">=3.0"
 pylint-celery = "0.3"
-pylint-django = ">=2.5,<2.6"
+pylint-django = ">=2.6.1"
 pylint-flask = "0.6"
-pylint-plugin-utils = ">=0.7,<0.8"
 PyYAML = "*"
-requirements-detector = ">=1.2.0"
+requirements-detector = ">=1.3.1"
 setoptconf-tmp = ">=0.3.1,<0.4.0"
 toml = ">=0.10.2,<0.11.0"
 
@@ -1474,13 +1545,13 @@ files = [
 
 [[package]]
 name = "pycodestyle"
-version = "2.11.1"
+version = "2.12.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pycodestyle-2.12.1.tar.gz", hash = "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"},
 ]
 
 [[package]]
@@ -1623,31 +1694,31 @@ toml = ["tomli (>=1.2.3)"]
 
 [[package]]
 name = "pyflakes"
-version = "3.1.0"
+version = "3.2.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "pylint"
-version = "2.17.7"
+version = "3.3.1"
 description = "python code static checker"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.9.0"
 files = [
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+    {file = "pylint-3.3.1-py3-none-any.whl", hash = "sha256:2f846a466dd023513240bc140ad2dd73bfc080a5d85a710afdb728c420a5a2b9"},
+    {file = "pylint-3.3.1.tar.gz", hash = "sha256:9f3dcc87b1203e612b78d91a896407787e708b3f189b5fa0b307712d49ff0c6e"},
 ]
 
 [package.dependencies]
-astroid = ">=2.15.8,<=2.17.0-dev0"
+astroid = ">=3.3.4,<=3.4.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = {version = ">=0.3.6", markers = "python_version >= \"3.11\""}
-isort = ">=4.2.5,<6"
+isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
 tomlkit = ">=0.10.1"
@@ -1673,22 +1744,21 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-django"
-version = "2.5.3"
+version = "2.6.1"
 description = "A Pylint plugin to help Pylint understand the Django web framework"
 optional = false
-python-versions = "*"
+python-versions = "<4.0,>=3.9"
 files = [
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+    {file = "pylint-django-2.6.1.tar.gz", hash = "sha256:19e8c85a8573a04e3de7be2ba91e9a7c818ebf05e1b617be2bbae67a906b725f"},
+    {file = "pylint_django-2.6.1-py3-none-any.whl", hash = "sha256:359f68fe8c810ee6bc8e1ab4c83c19b15a43b234a24b08978f47a23462b5ce28"},
 ]
 
 [package.dependencies]
-pylint = ">=2.0,<3"
-pylint-plugin-utils = ">=0.7"
+pylint = ">=3.0,<4"
+pylint-plugin-utils = ">=0.8"
 
 [package.extras]
-for-tests = ["coverage", "django-tables2", "django-tastypie", "factory-boy", "pylint (>=2.13)", "pytest", "wheel"]
-with-django = ["Django"]
+with-django = ["Django (>=2.2)"]
 
 [[package]]
 name = "pylint-flask"
@@ -1705,13 +1775,13 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-plugin-utils"
-version = "0.7"
+version = "0.8.2"
 description = "Utilities and helpers for writing Pylint plugins"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1933,17 +2003,17 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "requirements-detector"
-version = "1.2.2"
+version = "1.3.1"
 description = "Python tool to find and list requirements of a Python project"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
-astroid = ">=2.0,<3.0"
+astroid = ">=3.0,<4.0"
 packaging = ">=21.3"
 semver = ">=3.0.0,<4.0.0"
 toml = ">=0.10.2,<0.11.0"
@@ -2281,191 +2351,113 @@ h11 = ">=0.8"
 [package.extras]
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 [[package]]
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 python-versions = ">=3.8"
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+    {file = "yarl-1.14.0.tar.gz", hash = "sha256:88c7d9d58aab0724b979ab5617330acb1c7030b79379c8138c1c8c94e121d1b3"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.*"
-content-hash = "f75b6e590ed9639069be409887c0c94703c613018f56306c9cd10cc2f9ba74c7"
+content-hash = "9f0b58825849fe2c5079cfaa0339cb4f1249abc09864cf17999b57dc1a2f087f"
diff --git a/modules/llm_core/pyproject.toml b/llm_core/pyproject.toml
similarity index 92%
rename from modules/llm_core/pyproject.toml
rename to llm_core/pyproject.toml
index 9ea51123..9c984b50 100644
--- a/modules/llm_core/pyproject.toml
+++ b/llm_core/pyproject.toml
@@ -7,7 +7,7 @@ license = "MIT"
 
 [tool.poetry.dependencies]
 python = "3.11.*"
-athena = {path = "../../athena", develop = true}
+athena = {path = "../athena", develop = true}
 langsmith = ">=0.1.0,<0.2.0"
 gitpython = "3.1.41"
 langchain = "0.2.15"
diff --git a/modules/modeling/module_modeling_llm/poetry.lock b/modules/modeling/module_modeling_llm/poetry.lock
index 3178de64..5d504ff2 100644
--- a/modules/modeling/module_modeling_llm/poetry.lock
+++ b/modules/modeling/module_modeling_llm/poetry.lock
@@ -13,102 +13,102 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.9"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -220,101 +220,116 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
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 [[package]]
@@ -965,12 +980,12 @@ name = "llm-core"
 version = "0.1.0"
 description = "SHared LLM module."
 optional = false
-python-versions = "*"
+python-versions = "3.11.*"
 files = []
 develop = true
 
 [package.dependencies]
-athena = {path = "../../athena", develop = true}
+athena = {path = "../athena", develop = true}
 gitpython = "3.1.41"
 langchain = "0.2.15"
 langchain-community = "0.2.10"
@@ -983,7 +998,7 @@ tiktoken = "0.7.0"
 
 [package.source]
 type = "directory"
-url = "../../llm_core"
+url = "../../../llm_core"
 
 [[package]]
 name = "marshmallow"
@@ -1374,6 +1389,113 @@ docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-a
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.11.2)"]
 
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 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.*"
-content-hash = "2c847f701897aed881b63ca01b70c77728dc357688f5140d12916f7032ed720e"
+content-hash = "404ebcd834ee57f505856abe5959275f7313b326a60d566fd3791e60e159aed3"
diff --git a/modules/modeling/module_modeling_llm/pyproject.toml b/modules/modeling/module_modeling_llm/pyproject.toml
index 31f0cd8b..30834afa 100644
--- a/modules/modeling/module_modeling_llm/pyproject.toml
+++ b/modules/modeling/module_modeling_llm/pyproject.toml
@@ -9,7 +9,7 @@ license = "MIT"
 python = "3.11.*"
 athena = { path = "../../../athena", develop = true }
 #athena = { git = "https://github.com/ls1intum/Athena.git", rev = "d9ff3bd", subdirectory = "athena"}
-llm_core = { path = "../../llm_core", develop = true }
+llm_core = { path = "../../../llm_core", develop = true }
 python-dotenv = "1.0.0"
 nltk = "3.8.1"
 gitpython = "3.1.41"
diff --git a/modules/programming/module_programming_llm/poetry.lock b/modules/programming/module_programming_llm/poetry.lock
index 31c39d9b..9f91758c 100644
--- a/modules/programming/module_programming_llm/poetry.lock
+++ b/modules/programming/module_programming_llm/poetry.lock
@@ -13,102 +13,102 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.9"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -220,101 +220,116 @@ files = [
 
 [[package]]
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
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 [[package]]
 name = "flake8"
-version = "6.1.0"
+version = "7.1.1"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
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+pycodestyle = ">=2.12.0,<2.13.0"
+pyflakes = ">=3.2.0,<3.3.0"
 
 [[package]]
 name = "flake8-polyfill"
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 [[package]]
@@ -945,13 +960,13 @@ langchain-core = ">=0.2.38,<0.3.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.132"
+version = "0.1.134"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -971,7 +986,7 @@ files = []
 develop = true
 
 [package.dependencies]
-athena = {path = "../../athena", develop = true}
+athena = {path = "../athena", develop = true}
 gitpython = "3.1.41"
 langchain = "0.2.15"
 langchain-community = "0.2.10"
@@ -984,7 +999,7 @@ tiktoken = "0.7.0"
 
 [package.source]
 type = "directory"
-url = "../../llm_core"
+url = "../../../llm_core"
 
 [[package]]
 name = "marshmallow"
@@ -1390,34 +1405,140 @@ files = [
 pydantic = ">=1,<2"
 requests = ">=2.31.0,<3.0.0"
 
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+python-versions = "<4.0,>=3.9"
 files = [
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-    {file = "prospector-1.12.0.tar.gz", hash = "sha256:e598dddc406cbfe8b31a20d4391c7551841ed6772897a290ecaf272ee1ffabf6"},
+    {file = "prospector-1.12.1-py3-none-any.whl", hash = "sha256:e2440b51f40626cbaea80edd97263d8c0a71a79e729415fb505096d4d39e2287"},
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 [package.dependencies]
 dodgy = ">=0.2.1,<0.3.0"
-flake8 = "<7.0.0"
+flake8 = "*"
 GitPython = ">=3.1.27,<4.0.0"
 mccabe = ">=0.7.0,<0.8.0"
 packaging = "*"
 pep8-naming = ">=0.3.3,<=0.10.0"
 pycodestyle = ">=2.9.0"
 pydocstyle = ">=2.0.0"
-pyflakes = ">=2.2.0,<4"
+pyflakes = ">=2.2.0"
 pylint = ">=3.0"
 pylint-celery = "0.3"
-pylint-django = ">=2.5,<2.6"
+pylint-django = ">=2.6.1"
 pylint-flask = "0.6"
-pylint-plugin-utils = ">=0.7,<0.8"
 PyYAML = "*"
-requirements-detector = ">=1.2.0"
+requirements-detector = ">=1.3.1"
 setoptconf-tmp = ">=0.3.1,<0.4.0"
 toml = ">=0.10.2,<0.11.0"
 
@@ -1453,13 +1574,13 @@ files = [
 
 [[package]]
 name = "pycodestyle"
-version = "2.11.1"
+version = "2.12.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1540,13 +1661,13 @@ toml = ["tomli (>=1.2.3)"]
 
 [[package]]
 name = "pyflakes"
-version = "3.1.0"
+version = "3.2.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1590,22 +1711,21 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-django"
-version = "2.5.2"
+version = "2.6.1"
 description = "A Pylint plugin to help Pylint understand the Django web framework"
 optional = false
-python-versions = "*"
+python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
-pylint = ">=2.0"
-pylint-plugin-utils = ">=0.7"
+pylint = ">=3.0,<4"
+pylint-plugin-utils = ">=0.8"
 
 [package.extras]
-for-tests = ["coverage", "django-tables2", "django-tastypie", "factory-boy", "pytest", "wheel"]
-with-django = ["Django"]
+with-django = ["Django (>=2.2)"]
 
 [[package]]
 name = "pylint-flask"
@@ -1622,13 +1742,13 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-plugin-utils"
-version = "0.7"
+version = "0.8.2"
 description = "Utilities and helpers for writing Pylint plugins"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2214,110 +2334,111 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "yarl"
-version = "1.13.1"
+version = "1.14.0"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.*"
-content-hash = "28bfcb3db8e7e027558bf364ebca21d2b9282d87238af34e11e4b30f1eb954df"
+content-hash = "cbadc308177fe76c3676a9ce88f1e7118f5c64d0c963e4c2c2e779ed8a5b82d4"
diff --git a/modules/programming/module_programming_llm/pyproject.toml b/modules/programming/module_programming_llm/pyproject.toml
index e8e11ecb..855300fc 100644
--- a/modules/programming/module_programming_llm/pyproject.toml
+++ b/modules/programming/module_programming_llm/pyproject.toml
@@ -11,7 +11,7 @@ python = "3.11.*"
 # athena = { path = "../athena", develop = true }
 athena = { path = "../../../athena", develop = true }
 #athena = { git = "https://github.com/ls1intum/Athena.git", rev = "2da2d33", subdirectory = "athena"}
-llm_core = { path = "../../llm_core", develop = true }
+llm_core = { path = "../../../llm_core", develop = true }
 gitpython = "^3.1.41"
 tiktoken = "0.7.0"
 promptlayer = "^0.1.85"
diff --git a/modules/text/module_text_llm/poetry.lock b/modules/text/module_text_llm/poetry.lock
index 514000e5..860a0f71 100644
--- a/modules/text/module_text_llm/poetry.lock
+++ b/modules/text/module_text_llm/poetry.lock
@@ -13,102 +13,102 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.9"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -158,19 +158,15 @@ trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "astroid"
-version = "2.15.8"
+version = "3.3.5"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.9.0"
 files = [
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-[package.dependencies]
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-wrapt = {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}
-
 [[package]]
 name = "athena"
 version = "1.0.0"
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
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 python-versions = ">=3.7.0"
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 [[package]]
@@ -419,19 +430,19 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "flake8"
-version = "6.1.0"
+version = "7.1.1"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
 files = [
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-pyflakes = ">=3.1.0,<3.2.0"
+pycodestyle = ">=2.12.0,<2.13.0"
+pyflakes = ">=3.2.0,<3.3.0"
 
 [[package]]
 name = "flake8-polyfill"
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 ]
 
 [[package]]
@@ -949,13 +960,13 @@ langchain-core = ">=0.2.38,<0.3.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.131"
+version = "0.1.134"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -965,63 +976,17 @@ pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 
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-optional = false
-python-versions = ">=3.8"
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-]
-
 [[package]]
 name = "llm-core"
 version = "0.1.0"
 description = "SHared LLM module."
 optional = false
-python-versions = "*"
+python-versions = "3.11.*"
 files = []
 develop = true
 
 [package.dependencies]
-athena = {path = "../../athena", develop = true}
+athena = {path = "../athena", develop = true}
 gitpython = "3.1.41"
 langchain = "0.2.15"
 langchain-community = "0.2.10"
@@ -1034,7 +999,7 @@ tiktoken = "0.7.0"
 
 [package.source]
 type = "directory"
-url = "../../llm_core"
+url = "../../../llm_core"
 
 [[package]]
 name = "marshmallow"
@@ -1425,34 +1390,140 @@ docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-a
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
 type = ["mypy (>=1.11.2)"]
 
+[[package]]
+name = "propcache"
+version = "0.2.0"
+description = "Accelerated property cache"
+optional = false
+python-versions = ">=3.8"
+files = [
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+version = "1.12.1"
 description = "Prospector is a tool to analyse Python code by aggregating the result of other tools."
 optional = false
-python-versions = "<4.0,>=3.8.1"
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 [package.dependencies]
 dodgy = ">=0.2.1,<0.3.0"
-flake8 = "<7.0.0"
+flake8 = "*"
 GitPython = ">=3.1.27,<4.0.0"
 mccabe = ">=0.7.0,<0.8.0"
 packaging = "*"
 pep8-naming = ">=0.3.3,<=0.10.0"
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 pydocstyle = ">=2.0.0"
-pyflakes = ">=2.2.0,<4"
-pylint = ">=2.8.3,<3.0"
+pyflakes = ">=2.2.0"
+pylint = ">=3.0"
 pylint-celery = "0.3"
-pylint-django = ">=2.5,<2.6"
+pylint-django = ">=2.6.1"
 pylint-flask = "0.6"
-pylint-plugin-utils = ">=0.7,<0.8"
 PyYAML = "*"
-requirements-detector = ">=1.2.0"
+requirements-detector = ">=1.3.1"
 setoptconf-tmp = ">=0.3.1,<0.4.0"
 toml = ">=0.10.2,<0.11.0"
 
@@ -1488,13 +1559,13 @@ files = [
 
 [[package]]
 name = "pycodestyle"
-version = "2.11.1"
+version = "2.12.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1575,31 +1646,31 @@ toml = ["tomli (>=1.2.3)"]
 
 [[package]]
 name = "pyflakes"
-version = "3.1.0"
+version = "3.2.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "pylint"
-version = "2.17.7"
+version = "3.3.1"
 description = "python code static checker"
 optional = false
-python-versions = ">=3.7.2"
+python-versions = ">=3.9.0"
 files = [
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+    {file = "pylint-3.3.1-py3-none-any.whl", hash = "sha256:2f846a466dd023513240bc140ad2dd73bfc080a5d85a710afdb728c420a5a2b9"},
+    {file = "pylint-3.3.1.tar.gz", hash = "sha256:9f3dcc87b1203e612b78d91a896407787e708b3f189b5fa0b307712d49ff0c6e"},
 ]
 
 [package.dependencies]
-astroid = ">=2.15.8,<=2.17.0-dev0"
+astroid = ">=3.3.4,<=3.4.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = {version = ">=0.3.6", markers = "python_version >= \"3.11\""}
-isort = ">=4.2.5,<6"
+isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
 tomlkit = ">=0.10.1"
@@ -1625,22 +1696,21 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-django"
-version = "2.5.3"
+version = "2.6.1"
 description = "A Pylint plugin to help Pylint understand the Django web framework"
 optional = false
-python-versions = "*"
+python-versions = "<4.0,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
-pylint = ">=2.0,<3"
-pylint-plugin-utils = ">=0.7"
+pylint = ">=3.0,<4"
+pylint-plugin-utils = ">=0.8"
 
 [package.extras]
-for-tests = ["coverage", "django-tables2", "django-tastypie", "factory-boy", "pylint (>=2.13)", "pytest", "wheel"]
-with-django = ["Django"]
+with-django = ["Django (>=2.2)"]
 
 [[package]]
 name = "pylint-flask"
@@ -1657,13 +1727,13 @@ pylint-plugin-utils = ">=0.2.1"
 
 [[package]]
 name = "pylint-plugin-utils"
-version = "0.7"
+version = "0.8.2"
 description = "Utilities and helpers for writing Pylint plugins"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1885,17 +1955,17 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "requirements-detector"
-version = "1.2.2"
+version = "1.3.1"
 description = "Python tool to find and list requirements of a Python project"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
-astroid = ">=2.0,<3.0"
+astroid = ">=3.0,<4.0"
 packaging = ">=21.3"
 semver = ">=3.0.0,<4.0.0"
 toml = ">=0.10.2,<0.11.0"
@@ -2247,191 +2317,113 @@ h11 = ">=0.8"
 [package.extras]
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+    {file = "yarl-1.14.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1b16f6c75cffc2dc0616ea295abb0e1967601bd1fb1e0af6a1de1c6c887f3439"},
+    {file = "yarl-1.14.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:498b3c55087b9d762636bca9b45f60d37e51d24341786dc01b81253f9552a607"},
+    {file = "yarl-1.14.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e3f8bfc1db82589ef965ed234b87de30d140db8b6dc50ada9e33951ccd8ec07a"},
+    {file = "yarl-1.14.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:625f207b1799e95e7c823f42f473c1e9dbfb6192bd56bba8695656d92be4535f"},
+    {file = "yarl-1.14.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:781e2495e408a81e4eaeedeb41ba32b63b1980dddf8b60dbbeff6036bcd35049"},
+    {file = "yarl-1.14.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:659603d26d40dd4463200df9bfbc339fbfaed3fe32e5c432fe1dc2b5d4aa94b4"},
+    {file = "yarl-1.14.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:4e0d45ebf975634468682c8bec021618b3ad52c37619e5c938f8f831fa1ac5c0"},
+    {file = "yarl-1.14.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:a2e4725a08cb2b4794db09e350c86dee18202bb8286527210e13a1514dc9a59a"},
+    {file = "yarl-1.14.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:19268b4fec1d7760134f2de46ef2608c2920134fb1fa61e451f679e41356dc55"},
+    {file = "yarl-1.14.0-cp39-cp39-win32.whl", hash = "sha256:337912bcdcf193ade64b9aae5a4017a0a1950caf8ca140362e361543c6773f21"},
+    {file = "yarl-1.14.0-cp39-cp39-win_amd64.whl", hash = "sha256:b6d0147574ce2e7b812c989e50fa72bbc5338045411a836bd066ce5fc8ac0bce"},
+    {file = "yarl-1.14.0-py3-none-any.whl", hash = "sha256:c8ed4034f0765f8861620c1f2f2364d2e58520ea288497084dae880424fc0d9f"},
+    {file = "yarl-1.14.0.tar.gz", hash = "sha256:88c7d9d58aab0724b979ab5617330acb1c7030b79379c8138c1c8c94e121d1b3"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.*"
-content-hash = "c7054e678876fb7e978fab368eca297d27da931cd56eb8dfc07af4114f960613"
+content-hash = "f7ea4d2b80e6f70b76d43640120511ec255c3a7bf226592d711e142b9ece9192"
diff --git a/modules/text/module_text_llm/pyproject.toml b/modules/text/module_text_llm/pyproject.toml
index ec34bafa..d0e73bd6 100644
--- a/modules/text/module_text_llm/pyproject.toml
+++ b/modules/text/module_text_llm/pyproject.toml
@@ -9,7 +9,7 @@ license = "MIT"
 python = "3.11.*"
 athena = { path = "../../../athena", develop = true }
 # athena = { git = "https://github.com/ls1intum/Athena.git", rev = "2da2d33", subdirectory = "athena"}
-llm_core = { path = "../../llm_core", develop = true }
+llm_core = { path = "../../../llm_core", develop = true }
 langsmith = ">=0.1.0,<0.2.0"
 gitpython = "3.1.41"
 nltk = "3.8.1"