diff --git a/level_4/cognitive_architecture/database/graph_database/graph.py b/level_4/cognitive_architecture/database/graph_database/graph.py
index fab12c690..99226d486 100644
--- a/level_4/cognitive_architecture/database/graph_database/graph.py
+++ b/level_4/cognitive_architecture/database/graph_database/graph.py
@@ -199,9 +199,9 @@ class Neo4jGraphDB(AbstractGraphDB):
         # Create the user and memory components if they don't exist
         user_memory_cypher = f"""
         MERGE (user:User {{userId: '{user_id}'}})
-        MERGE (semantic:SemanticMemory {{userId: '{user_id}', name: 'SemanticMemory}}')
+        MERGE (semantic:SemanticMemory {{userId: '{user_id}', name: 'SemanticMemory' }})
         MERGE (episodic:EpisodicMemory {{userId: '{user_id}', name: 'EpisodicMemory'}})
-        MERGE (buffer:Buffer {{userId: '{user_id}', name: 'Buffer}})
+        MERGE (buffer:Buffer {{userId: '{user_id}', name: 'Buffer' }})
         MERGE (user)-[:HAS_SEMANTIC_MEMORY]->(semantic)
         MERGE (user)-[:HAS_EPISODIC_MEMORY]->(episodic)
         MERGE (user)-[:HAS_BUFFER]->(buffer)
diff --git a/level_4/main.py b/level_4/main.py
index 6bfcad84f..3a9c2bc94 100644
--- a/level_4/main.py
+++ b/level_4/main.py
@@ -19,7 +19,7 @@ from cognitive_architecture.database.postgres.database_crud import session_scope
 from cognitive_architecture.database.postgres.models.metadatas import MetaDatas
 from cognitive_architecture.database.postgres.models.docs import DocsModel
 from cognitive_architecture.database.postgres.models.memory import MemoryModel
-from level_4.cognitive_architecture.database.postgres.models.user import User
+from cognitive_architecture.database.postgres.models.user import User
 from cognitive_architecture.classifiers.classifier import classify_call
 aclient = instructor.patch(OpenAI())
 DEFAULT_PRESET = "promethai_chat"
@@ -470,16 +470,12 @@ async def main():
             "strategy": "SUMMARY",
         }
         # await load_documents_to_vectorstore(session, user_id, loader_settings=loader_settings)
-        # await user_query_to_graph_db(session, user_id, "I walked in the forest yesterday and added to my list I need to buy some milk in the store and get a summary from a classical book i read yesterday")
-        # await add_documents_to_graph_db(session, user_id, loader_settings=loader_settings)
+        await user_query_to_graph_db(session, user_id, "I walked in the forest yesterday and added to my list I need to buy some milk in the store and get a summary from a classical book i read yesterday")
+        await add_documents_to_graph_db(session, user_id, loader_settings=loader_settings)
 
         ee = await user_context_enrichment(session, user_id, query="Tell me about the book I read yesterday")
-        # memory_instance = Memory(namespace='SEMANTICMEMORY')
-        # sss = await memory_instance.dynamic_method_call(memory_instance.semantic_memory_class, 'fetch_memories', observation='some_observation')
 
 
-    # print(rs)
-
 if __name__ == "__main__":
     import asyncio
 
diff --git a/level_4/poetry.lock b/level_4/poetry.lock
index aa3c8dd04..4d001b4de 100644
--- a/level_4/poetry.lock
+++ b/level_4/poetry.lock
@@ -2,111 +2,99 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -399,17 +387,17 @@ numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "boto3"
-version = "1.28.85"
+version = "1.29.3"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.31.85,<1.32.0"
+botocore = ">=1.32.3,<1.33.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.7.0,<0.8.0"
 
@@ -418,13 +406,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.85"
+version = "1.32.3"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -459,13 +447,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -968,13 +956,13 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "deepeval"
-version = "0.20.18"
+version = "0.20.19"
 description = "The open-source evaluation framework for LLMs."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
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@@ -1264,13 +1252,13 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.1"
+version = "2.19.0"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 optional = false
 python-versions = ">=3.8"
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+    {file = "fonttools-4.44.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3bbca4f873d96c20757c24c70a903251a8998e1931bd888b49956f21d94b441"},
+    {file = "fonttools-4.44.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50b43fd55089ae850a050f0c382f13fc9586279a540b646b28b9e93fbc05b8a3"},
+    {file = "fonttools-4.44.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:cde83f83919ae7569a0316e093e04022dbb8ae5217f41cf591f125dd35d4dc0d"},
+    {file = "fonttools-4.44.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:72ec91b85391dd4b06991c0919215ecf910554df2842df32e928155ea5b74aef"},
+    {file = "fonttools-4.44.3-cp39-cp39-win32.whl", hash = "sha256:367aa3e81a096e9a95dfc0d5afcbd0a299d857bac6d0fe5f1614c6f3e53f447f"},
+    {file = "fonttools-4.44.3-cp39-cp39-win_amd64.whl", hash = "sha256:718599de63b337518bfa5ce67e4ae462da3dd582a74fbe805f56b3704eb334a1"},
+    {file = "fonttools-4.44.3-py3-none-any.whl", hash = "sha256:42eefbb1babf81de40ab4a6ace6018c8c5a0d79ece0f986f73a9904b26ee511b"},
+    {file = "fonttools-4.44.3.tar.gz", hash = "sha256:f77b6c0add23a3f1ec8eda40015bcb8e92796f7d06a074de102a31c7d007c05b"},
 ]
 
 [package.extras]
@@ -1755,18 +1743,18 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.17.3"
+version = "0.19.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.17.3-py3-none-any.whl", hash = "sha256:545eb3665f6ac587add946e73984148f2ea5c7877eac2e845549730570c1933a"},
-    {file = "huggingface_hub-0.17.3.tar.gz", hash = "sha256:40439632b211311f788964602bf8b0d9d6b7a2314fba4e8d67b2ce3ecea0e3fd"},
+    {file = "huggingface_hub-0.19.4-py3-none-any.whl", hash = "sha256:dba013f779da16f14b606492828f3760600a1e1801432d09fe1c33e50b825bb5"},
+    {file = "huggingface_hub-0.19.4.tar.gz", hash = "sha256:176a4fc355a851c17550e7619488f383189727eab209534d7cef2114dae77b22"},
 ]
 
 [package.dependencies]
 filelock = "*"
-fsspec = "*"
+fsspec = ">=2023.5.0"
 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -1774,17 +1762,17 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)"]
-docs = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "black (==23.7)", "gradio", "hf-doc-builder", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "urllib3 (<2.0)", "watchdog"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+docs = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "hf-doc-builder", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)", "watchdog"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-inference = ["aiohttp", "pydantic (<2.0)"]
-quality = ["black (==23.7)", "mypy (==1.5.1)", "ruff (>=0.0.241)"]
+inference = ["aiohttp", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.1.3)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (<2.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["torch"]
-typing = ["pydantic (<2.0)", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
 [[package]]
 name = "humanfriendly"
@@ -2094,13 +2082,13 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.0.308"
+version = "0.0.338"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.308-py3-none-any.whl", hash = "sha256:807de0a8f4177e42e435682cfd33e600518d04e1688149afda8542b9d31a407f"},
-    {file = "langchain-0.0.308.tar.gz", hash = "sha256:496ddef6c0aa8e73b3c28bad8c4cb02cdb7330e8ba80b238f1b3e0d663756b1b"},
+    {file = "langchain-0.0.338-py3-none-any.whl", hash = "sha256:d9fa750f01f99c0ce04bfac4c614a142702f7b7715928c6db74ea80f4514d3dd"},
+    {file = "langchain-0.0.338.tar.gz", hash = "sha256:c928cceca770b5c62b48024de163aaca5ca0539b613e7726369f2671e2934e80"},
 ]
 
 [package.dependencies]
@@ -2109,7 +2097,7 @@ anyio = "<4.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.0.40,<0.1.0"
+langsmith = ">=0.0.63,<0.1.0"
 numpy = ">=1,<2"
 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
@@ -2118,16 +2106,17 @@ SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
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-openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.6.0)"]
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 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
@@ -2161,13 +2150,13 @@ six = "*"
 
 [[package]]
 name = "langsmith"
-version = "0.0.64"
+version = "0.0.65"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2532,39 +2521,39 @@ tests = ["marvin[anthropic,openai]", "pytest (>=7.3.1,<7.4.0)", "pytest-asyncio
 
 [[package]]
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 ]
 
 [package.dependencies]
@@ -2753,6 +2742,24 @@ files = [
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 ]
 
+[[package]]
+name = "neo4j"
+version = "5.14.1"
+description = "Neo4j Bolt driver for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+pytz = "*"
+
+[package.extras]
+numpy = ["numpy (>=1.7.0,<2.0.0)"]
+pandas = ["numpy (>=1.7.0,<2.0.0)", "pandas (>=1.1.0,<3.0.0)"]
+pyarrow = ["pyarrow (>=1.0.0)"]
+
 [[package]]
 name = "nest-asyncio"
 version = "1.5.8"
@@ -2809,36 +2816,47 @@ twitter = ["twython"]
 
 [[package]]
 name = "numpy"
-version = "1.25.2"
+version = "1.26.2"
 description = "Fundamental package for array computing in Python"
 optional = false
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 [package.dependencies]
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 [package.extras]
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 [[package]]
 name = "segment-analytics-python"
@@ -5476,113 +5446,113 @@ torchvision = "*"
 
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 [package.extras]
 dev = ["tokenizers[testing]"]
@@ -5602,13 +5572,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.2"
+version = "0.12.3"
 description = "Style preserving TOML library"
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 python-versions = ">=3.7"
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 [[package]]
@@ -5710,13 +5680,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.35.1"
+version = "4.35.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
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 requests = "*"
 safetensors = ">=0.3.1"
-tokenizers = ">=0.14,<0.15"
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 tqdm = ">=4.27"
 
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+dev = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.19)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.14,<0.19)", "urllib3 (<2.0.0)"]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (<10.0.0)", "accelerate (>=0.20.3)", "beautifulsoup4", "black (>=23.1,<24.0)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "ray[tune]", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (>=0.0.241,<=0.0.259)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.19)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.19)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"]
 docs-specific = ["hf-doc-builder"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
@@ -5768,11 +5738,11 @@ tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.15)",
 tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
-tokenizers = ["tokenizers (>=0.14,<0.15)"]
+tokenizers = ["tokenizers (>=0.14,<0.19)"]
 torch = ["accelerate (>=0.20.3)", "torch (>=1.10,!=1.12.0)"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (<10.0.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.16.4,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.16.4,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torch (>=1.10,!=1.12.0)", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (<10.0.0)"]
 
@@ -6307,4 +6277,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "9c465587d5f20c3c3837ed0b059f2db3bbc529b328274da37ed92bd6236421c4"
+content-hash = "557ad5543f035d2da31623c26408f60f21c59e8e45d9564c67c67bc6d10ec7f5"
diff --git a/level_4/pyproject.toml b/level_4/pyproject.toml
index b2affdef6..50adc5edc 100644
--- a/level_4/pyproject.toml
+++ b/level_4/pyproject.toml
@@ -7,10 +7,10 @@ readme = "README.md"
 
 [tool.poetry.dependencies]
 python = "^3.10"
-langchain = "v0.0.308"
+langchain = "^0.0.338"
 
 nltk = "3.8.1"
-openai = "1.2.4"
+openai = "1.3.3"
 pinecone-client = "2.2.2"
 python-dotenv = "1.0.0"
 pyyaml = "6.0"
@@ -45,6 +45,8 @@ pdf2image = "^1.16.3"
 instructor = "^0.3.4"
 networkx = "^3.2.1"
 graphviz = "^0.20.1"
+greenlet = "^3.0.1"
+neo4j = "^5.14.1"