diff --git a/poetry.lock b/poetry.lock
index 1abc6dd6e..d31dd4e9a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -25,98 +25,113 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.3.5"
+version = "2.4.0"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
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 name = "aiohttp"
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 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -202,13 +217,13 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.34.0"
+version = "0.34.1"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -308,13 +323,13 @@ extras = ["pyaudio (>=0.2.13)"]
 
 [[package]]
 name = "astra-assistants"
-version = "2.1.0.10"
+version = "2.1.0.12"
 description = "Astra Assistants API - drop in replacement for OpenAI Assistants, powered by AstraDB"
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -327,7 +342,7 @@ openai = ">=1.20.0,<2.0.0"
 python-dotenv = ">=1.0.1,<2.0.0"
 python-lsp-jsonrpc = ">=1.1.2,<2.0.0"
 ruff = ">=0.6.2,<0.7.0"
-tree-sitter = ">=0.22.3,<0.23.0"
+tree-sitter = ">=0.23.0,<0.24.0"
 tree-sitter-python = ">=0.23.0,<0.24.0"
 
 [[package]]
@@ -413,13 +428,13 @@ tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "authlib"
-version = "1.3.1"
+version = "1.3.2"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Authlib-1.3.1-py2.py3-none-any.whl", hash = "sha256:d35800b973099bbadc49b42b256ecb80041ad56b7fe1216a362c7943c088f377"},
-    {file = "authlib-1.3.1.tar.gz", hash = "sha256:7ae843f03c06c5c0debd63c9db91f9fda64fa62a42a77419fa15fbb7e7a58917"},
+    {file = "Authlib-1.3.2-py2.py3-none-any.whl", hash = "sha256:ede026a95e9f5cdc2d4364a52103f5405e75aa156357e831ef2bfd0bc5094dfc"},
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 ]
 
 [package.dependencies]
@@ -598,13 +613,13 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "cachetools"
-version = "5.4.0"
+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
 ]
 
 [[package]]
@@ -1176,13 +1191,13 @@ types = ["chardet (>=5.1.0)", "mypy", "pytest", "pytest-cov", "pytest-dependency
 
 [[package]]
 name = "cohere"
-version = "5.8.0"
+version = "5.8.1"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "cohere-5.8.0-py3-none-any.whl", hash = "sha256:f87f709be6dfe3dce57bef0dd5e90924e8828fb8d334c96fc27663b6a7298c6b"},
-    {file = "cohere-5.8.0.tar.gz", hash = "sha256:c4e1ab064d66cc0170091f614b4ea22f55e079f2c7fe9e0de8752fd46f8d2a70"},
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+    {file = "cohere-5.8.1.tar.gz", hash = "sha256:4c0c4468f15f9ad7fb7af15cc9f7305cd6df51243d69e203682be87e9efa5071"},
 ]
 
 [package.dependencies]
@@ -1262,13 +1277,13 @@ test = ["pytest"]
 
 [[package]]
 name = "composio-core"
-version = "0.5.8"
+version = "0.5.9"
 description = "Core package to act as a bridge between composio platform and other services."
 optional = false
 python-versions = "<4,>=3.9"
 files = [
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+    {file = "composio_core-0.5.9.tar.gz", hash = "sha256:c401a86c72b4dae1d0e3075d52ec3a2b66ef6fdc46d232486e0992d8b4e97602"},
 ]
 
 [package.dependencies]
@@ -1289,6 +1304,7 @@ pysher = "1.0.8"
 requests = ">=2.31.0,<3"
 requests-toolbelt = "*"
 rich = ">=13.7.1,<14"
+semver = ">=3.0.0"
 sentry-sdk = ">=2.0.0"
 uvicorn = "*"
 
@@ -1297,17 +1313,17 @@ all = ["diskcache", "flake8", "networkx", "pathspec", "pygments", "ruff", "trans
 
 [[package]]
 name = "composio-langchain"
-version = "0.5.8"
+version = "0.5.9"
 description = "Use Composio to get an array of tools with your LangChain agent."
 optional = false
 python-versions = "<4,>=3.9"
 files = [
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+    {file = "composio_langchain-0.5.9-py3-none-any.whl", hash = "sha256:245caaefb769a98dbfb7a715d283f811b459c16a54e1c8579be5b23acc2e55ae"},
+    {file = "composio_langchain-0.5.9.tar.gz", hash = "sha256:9b0c5dff2545615180c5892d622fd38aa3a61a987871725dff555413b45078f9"},
 ]
 
 [package.dependencies]
-composio-core = "0.5.8"
+composio-core = "0.5.9"
 langchain = ">=0.1.0"
 langchain-openai = ">=0.0.2.post1"
 langchainhub = ">=0.1.15"
@@ -1326,36 +1342,36 @@ files = [
 
 [[package]]
 name = "couchbase"
-version = "4.3.0"
+version = "4.3.1"
 description = "Python Client for Couchbase"
 optional = true
 python-versions = ">=3.7"
 files = [
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+    {file = "couchbase-4.3.1-cp39-cp39-win_amd64.whl", hash = "sha256:1b5edd9ec12a73f21282f8ce159fa84e3633b8143cec66952577ef82ae473888"},
+    {file = "couchbase-4.3.1.tar.gz", hash = "sha256:e5a4b501e252b94e38dfb6366f58040ade3f1bd6a68681a3544653546fcbd2b5"},
 ]
 
 [[package]]
@@ -1680,17 +1696,17 @@ files = [
 
 [[package]]
 name = "deepdiff"
-version = "7.0.1"
+version = "8.0.1"
 description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "deepdiff-7.0.1-py3-none-any.whl", hash = "sha256:447760081918216aa4fd4ca78a4b6a848b81307b2ea94c810255334b759e1dc3"},
-    {file = "deepdiff-7.0.1.tar.gz", hash = "sha256:260c16f052d4badbf60351b4f77e8390bee03a0b516246f6839bc813fb429ddf"},
+    {file = "deepdiff-8.0.1-py3-none-any.whl", hash = "sha256:42e99004ce603f9a53934c634a57b04ad5900e0d8ed0abb15e635767489cbc05"},
+    {file = "deepdiff-8.0.1.tar.gz", hash = "sha256:245599a4586ab59bb599ca3517a9c42f3318ff600ded5e80a3432693c8ec3c4b"},
 ]
 
 [package.dependencies]
-ordered-set = ">=4.1.0,<4.2.0"
+orderly-set = "5.2.2"
 
 [package.extras]
 cli = ["click (==8.1.7)", "pyyaml (==6.0.1)"]
@@ -2075,13 +2091,13 @@ idna = ">=2.0.0"
 
 [[package]]
 name = "embedchain"
-version = "0.1.120"
+version = "0.1.121"
 description = "Simplest open source retrieval (RAG) framework"
 optional = false
 python-versions = "<=3.13,>=3.9"
 files = [
-    {file = "embedchain-0.1.120-py3-none-any.whl", hash = "sha256:9eaa946f8a7b394080c56067849d7852a78361dd5e7b099ebf42989c07a1814d"},
-    {file = "embedchain-0.1.120.tar.gz", hash = "sha256:6061c261a054d677e5b9c4062146d45e04e8572c67152120913d61aee4c22ae3"},
+    {file = "embedchain-0.1.121-py3-none-any.whl", hash = "sha256:c756e8750fb9e3431b6d2a0b0dfbb0dfebeae2d7669d3dd6894311a632abfe77"},
+    {file = "embedchain-0.1.121.tar.gz", hash = "sha256:1427a43fd92b0e5303d0d733ebcd5310df14da8bd8dba0b08818d0d3658e7c3e"},
 ]
 
 [package.dependencies]
@@ -2095,7 +2111,7 @@ langchain = ">0.2,<=0.3"
 langchain-cohere = ">=0.1.4,<0.2.0"
 langchain-community = ">=0.2.6,<0.3.0"
 langchain-openai = ">=0.1.7,<0.2.0"
-mem0ai = ">=0.0.9,<0.0.10"
+mem0ai = ">=0.0.20,<0.0.21"
 openai = ">=1.1.1"
 posthog = ">=3.0.2,<4.0.0"
 pypdf = ">=4.0.1,<5.0.0"
@@ -2694,13 +2710,13 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 
 [[package]]
 name = "google-api-core"
-version = "2.19.1"
+version = "2.19.2"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.19.1.tar.gz", hash = "sha256:f4695f1e3650b316a795108a76a1c416e6afb036199d1c1f1f110916df479ffd"},
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+    {file = "google_api_core-2.19.2-py3-none-any.whl", hash = "sha256:53ec0258f2837dd53bbd3d3df50f5359281b3cc13f800c941dd15a9b5a415af4"},
+    {file = "google_api_core-2.19.2.tar.gz", hash = "sha256:ca07de7e8aa1c98a8bfca9321890ad2340ef7f2eb136e558cee68f24b94b0a8f"},
 ]
 
 [package.dependencies]
@@ -2725,13 +2741,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.141.0"
+version = "2.143.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_python_client-2.141.0-py2.py3-none-any.whl", hash = "sha256:43c05322b91791204465291b3852718fae38d4f84b411d8be847c4f86882652a"},
-    {file = "google_api_python_client-2.141.0.tar.gz", hash = "sha256:0f225b1f45d5a6f8c2a400f48729f5d6da9a81138e81e0478d61fdd8edf6563a"},
+    {file = "google_api_python_client-2.143.0-py2.py3-none-any.whl", hash = "sha256:d5654134522b9b574b82234e96f7e0aeeabcbf33643fbabcd449ef0068e3a476"},
+    {file = "google_api_python_client-2.143.0.tar.gz", hash = "sha256:6a75441f9078e6e2fcdf4946a153fda1e2cc81b5e9c8d6e8c0750c85c7f8a566"},
 ]
 
 [package.dependencies]
@@ -2743,13 +2759,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.33.0"
+version = "2.34.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.33.0-py2.py3-none-any.whl", hash = "sha256:8eff47d0d4a34ab6265c50a106a3362de6a9975bb08998700e389f857e4d39df"},
-    {file = "google_auth-2.33.0.tar.gz", hash = "sha256:d6a52342160d7290e334b4d47ba390767e4438ad0d45b7630774533e82655b95"},
+    {file = "google_auth-2.34.0-py2.py3-none-any.whl", hash = "sha256:72fd4733b80b6d777dcde515628a9eb4a577339437012874ea286bca7261ee65"},
+    {file = "google_auth-2.34.0.tar.gz", hash = "sha256:8eb87396435c19b20d32abd2f984e31c191a15284af72eb922f10e5bde9c04cc"},
 ]
 
 [package.dependencies]
@@ -2759,7 +2775,7 @@ rsa = ">=3.1.4,<5"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
-enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -2799,13 +2815,13 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.62.0"
+version = "1.64.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.62.0.tar.gz", hash = "sha256:e15d5b2a99e30d4a16f4c51cfb8129962e6da41a9027d2ea696abe0e2f006fe8"},
-    {file = "google_cloud_aiplatform-1.62.0-py2.py3-none-any.whl", hash = "sha256:d7738e0fd4494a54ae08a51755a2143d58937cba2db826189771f45566c9ee3c"},
+    {file = "google-cloud-aiplatform-1.64.0.tar.gz", hash = "sha256:475a612829b283eb8f783e773d37115c30db42e2e50065c8653db0c9bd18b0da"},
+    {file = "google_cloud_aiplatform-1.64.0-py2.py3-none-any.whl", hash = "sha256:3a79ce2ec047868c348336624a60993464ca977fd258bcf609cc79309a8101c4"},
 ]
 
 [package.dependencies]
@@ -2826,6 +2842,7 @@ autologging = ["mlflow (>=1.27.0,<=2.1.1)"]
 cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
 datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
+evaluation = ["immutabledict", "pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"]
 full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
 langchain = ["langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "orjson (<=3.10.6)", "tenacity (<=8.3)"]
 langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "orjson (<=3.10.6)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "tenacity (<=8.3)"]
@@ -2835,7 +2852,6 @@ pipelines = ["pyyaml (>=5.3.1,<7)"]
 prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.109.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
 preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
-rapid-evaluation = ["pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"]
 ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "setuptools (<70.0.0)"]
 ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "ray[train] (==2.9.3)", "scikit-learn", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
 reasoningengine = ["cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"]
@@ -3071,13 +3087,13 @@ requests = "*"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.63.2"
+version = "1.65.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis-common-protos-1.63.2.tar.gz", hash = "sha256:27c5abdffc4911f28101e635de1533fb4cfd2c37fbaa9174587c799fac90aa87"},
-    {file = "googleapis_common_protos-1.63.2-py2.py3-none-any.whl", hash = "sha256:27a2499c7e8aff199665b22741997e485eccc8645aa9176c7c988e6fae507945"},
+    {file = "googleapis_common_protos-1.65.0-py2.py3-none-any.whl", hash = "sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63"},
+    {file = "googleapis_common_protos-1.65.0.tar.gz", hash = "sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0"},
 ]
 
 [package.dependencies]
@@ -3089,13 +3105,13 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "gotrue"
-version = "2.6.2"
+version = "2.7.0"
 description = "Python Client Library for Supabase Auth"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "gotrue-2.6.2-py3-none-any.whl", hash = "sha256:7d3b45a1034e969794b671cdd8f564847a9ff51bc7863ed1e7092a4fc0e608b7"},
-    {file = "gotrue-2.6.2.tar.gz", hash = "sha256:33631b4ced462df8769e490266d409182b084116b1ad97a93d879965c8156936"},
+    {file = "gotrue-2.7.0-py3-none-any.whl", hash = "sha256:a0f617e3b5260c30dbd6832c471e45ff2c54261216e0af37d52a3eced0bf10c7"},
+    {file = "gotrue-2.7.0.tar.gz", hash = "sha256:95c0a726f3fa53f32eb5fe9caebe31ed1ef0eeb5837dc4e65fb1e30ebc0623fd"},
 ]
 
 [package.dependencies]
@@ -3258,13 +3274,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "groq"
-version = "0.9.0"
+version = "0.10.0"
 description = "The official Python library for the groq API"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "groq-0.9.0-py3-none-any.whl", hash = "sha256:d0e46f4ad645504672bb09c8100af3ced3a7db0d5119dc13e4aca535fc455874"},
-    {file = "groq-0.9.0.tar.gz", hash = "sha256:130ed5e35d3acfaab46b9e7a078eeaebf91052f4a9d71f86f87fb319b5fec332"},
+    {file = "groq-0.10.0-py3-none-any.whl", hash = "sha256:6939e3c62b005e7aa9cabca6ea2eaf96cea595e2f7d4658df6c0c7c8ccf59410"},
+    {file = "groq-0.10.0.tar.gz", hash = "sha256:7653aad4c0b363928970fc55626a83624f5eab6503ee74fb25f255e24e05fcf8"},
 ]
 
 [package.dependencies]
@@ -3731,13 +3747,13 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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-    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
+    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
+    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
 ]
 
 [[package]]
@@ -3864,18 +3880,22 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)",
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.2"
+version = "6.4.4"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.4.2-py3-none-any.whl", hash = "sha256:8bba8c54a8a3afaa1419910845fa26ebd706dc716dd208d9b158b4b6966f5c5c"},
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+    {file = "importlib_resources-6.4.4-py3-none-any.whl", hash = "sha256:dda242603d1c9cd836c3368b1174ed74cb4049ecd209e7a1a0104620c18c5c11"},
+    {file = "importlib_resources-6.4.4.tar.gz", hash = "sha256:20600c8b7361938dc0bb2d5ec0297802e575df486f5a544fa414da65e13721f7"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "inflection"
@@ -4004,21 +4024,21 @@ test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "num
 
 [[package]]
 name = "jaraco-context"
-version = "5.3.0"
+version = "6.0.1"
 description = "Useful decorators and context managers"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 "backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["portend", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "jedi"
@@ -4150,84 +4170,106 @@ files = [
 
 [[package]]
 name = "jq"
-version = "1.7.0"
+version = "1.8.0"
 description = "jq is a lightweight and flexible JSON processor."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -4471,19 +4513,19 @@ tests = ["aiohttp", "duckdb", "pandas (>=1.4)", "polars (>=0.19)", "pytest", "py
 
 [[package]]
 name = "langchain"
-version = "0.2.13"
+version = "0.2.15"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain-0.2.15.tar.gz", hash = "sha256:f613ce7594be34f9bac687134a56f6e8274951907b798dbd037aefc95df78953"},
 ]
 
 [package.dependencies]
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 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.30,<0.3.0"
+langchain-core = ">=0.2.35,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -4530,33 +4572,36 @@ numpy = ">=1,<2"
 
 [[package]]
 name = "langchain-aws"
-version = "0.1.16"
+version = "0.1.17"
 description = "An integration package connecting AWS and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
 boto3 = ">=1.34.131,<1.35.0"
-langchain-core = ">=0.2.29,<0.3"
-numpy = ">=1,<2"
+langchain-core = ">=0.2.33,<0.3"
+numpy = [
+    {version = ">=1,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+]
 
 [[package]]
 name = "langchain-chroma"
-version = "0.1.2"
+version = "0.1.3"
 description = "An integration package connecting Chroma and LangChain"
 optional = false
 python-versions = "<4,>=3.8.1"
 files = [
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+    {file = "langchain_chroma-0.1.3.tar.gz", hash = "sha256:67754c50d0adb6fa2ebf07ea48026e025c9bffe2ae329e769d4c6e2b6398eaa8"},
 ]
 
 [package.dependencies]
-chromadb = ">=0.4.0,<0.6.0"
+chromadb = ">=0.4.0,<0.5.4 || >0.5.4,<0.5.5 || >0.5.5,<0.6.0"
 fastapi = ">=0.95.2,<1"
 langchain-core = ">=0.1.40,<0.3"
 numpy = [
@@ -4587,20 +4632,20 @@ langchain-community = ["langchain-community (>=0.2.4)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.2.12"
+version = "0.2.14"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain_community-0.2.14.tar.gz", hash = "sha256:70e5c51863e93705517527f1ed30a8a5db3920e48331592f98edcafb13134017"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.13,<0.3.0"
-langchain-core = ">=0.2.30,<0.3.0"
+langchain = ">=0.2.15,<0.3.0"
+langchain-core = "0.2.36"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -4613,13 +4658,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.33"
+version = "0.2.36"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langchain_core-0.2.36-py3-none-any.whl", hash = "sha256:eabce6e7538cb9dc60db4bc1eb584bbb91a5e7e02a96d5b65b4a6ab151081b6d"},
+    {file = "langchain_core-0.2.36.tar.gz", hash = "sha256:56f2367070e8afc43922bba1d046035a144b4e732a5474676403bd0eb33d85f2"},
 ]
 
 [package.dependencies]
@@ -4981,13 +5026,13 @@ url = "src/backend/base"
 
 [[package]]
 name = "langfuse"
-version = "2.43.3"
+version = "2.45.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langfuse-2.45.0.tar.gz", hash = "sha256:0971449576038dcc86373e8310bee6a6ab63715bdd0ca9c537c40275e6c04e1b"},
 ]
 
 [package.dependencies]
@@ -5006,16 +5051,17 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.99"
+version = "0.1.106"
 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-0.1.99.tar.gz", hash = "sha256:b5c6a1f158abda61600a4a445081ee848b4a28b758d91f2793dc02aeffafcaf1"},
+    {file = "langsmith-0.1.106-py3-none-any.whl", hash = "sha256:a418161c98de72ee2c6eea6667c6217814b67db4b9a3a024788013384216ff35"},
+    {file = "langsmith-0.1.106.tar.gz", hash = "sha256:64a890a05640d64692f5515ebb444b0457332a9cf9e7605c4651de6737a7d3a0"},
 ]
 
 [package.dependencies]
+httpx = ">=0.23.0,<1"
 orjson = ">=3.9.14,<4.0.0"
 pydantic = [
     {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
@@ -5025,13 +5071,13 @@ requests = ">=2,<3"
 
 [[package]]
 name = "langwatch"
-version = "0.1.20"
+version = "0.1.24"
 description = "Python SDK for LangWatch for monitoring your LLMs"
 optional = false
-python-versions = "<3.13,>=3.9"
+python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,!=3.8.*,>=3.9"
 files = [
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-    {file = "langwatch-0.1.20.tar.gz", hash = "sha256:ced7bee58119416a61d8ba139dd9595fefeccc5a02cbf35578f44ea23131fe8f"},
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 ]
 
 [package.dependencies]
@@ -5049,17 +5095,17 @@ tqdm = ">=4.66.2,<5.0.0"
 dspy = ["dspy-ai (>=2.4.12,<3.0.0)"]
 langchain = ["langchain (>=0.2.0,<0.3.0)"]
 litellm = ["litellm (>=1.40.15,<2.0.0)"]
-openai = ["openai (>=1.3.7,<2.0.0)"]
+openai = ["openai (>=1.42.0,<2.0.0)"]
 
 [[package]]
 name = "litellm"
-version = "1.44.1"
+version = "1.44.8"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
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+    {file = "litellm-1.44.8-py3-none-any.whl", hash = "sha256:76f30428c4dc37c3571ce746f8141ed4a4cac1506dcad1c0213a2c23cbb701b9"},
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 ]
 
 [package.dependencies]
@@ -5076,17 +5122,17 @@ tiktoken = ">=0.7.0"
 tokenizers = "*"
 
 [package.extras]
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+extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "resend (>=0.8.0,<0.9.0)"]
+proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.2.88"
+version = "0.2.89"
 description = "Python bindings for the llama.cpp library"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5099,7 +5145,7 @@ typing-extensions = ">=4.5.0"
 all = ["llama_cpp_python[dev,server,test]"]
 dev = ["black (>=23.3.0)", "httpx (>=0.24.1)", "mkdocs (>=1.4.3)", "mkdocs-material (>=9.1.18)", "mkdocstrings[python] (>=0.22.0)", "pytest (>=7.4.0)", "twine (>=4.0.2)"]
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-test = ["httpx (>=0.24.1)", "pytest (>=7.4.0)", "scipy (>=1.10)"]
+test = ["fastapi (>=0.100.0)", "httpx (>=0.24.1)", "pydantic-settings (>=2.0.1)", "pytest (>=7.4.0)", "scipy (>=1.10)", "sse-starlette (>=1.6.1)", "starlette-context (>=0.3.6,<0.4)"]
 
 [[package]]
 name = "loguru"
@@ -5417,13 +5463,13 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.21.3"
+version = "3.22.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5431,7 +5477,7 @@ packaging = ">=17.0"
 
 [package.extras]
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-docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
+docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
@@ -5461,20 +5507,22 @@ files = [
 
 [[package]]
 name = "mem0ai"
-version = "0.0.9"
+version = "0.0.20"
 description = "Long-term memory for AI Agents"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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 openai = ">=1.33.0,<2.0.0"
 posthog = ">=3.5.0,<4.0.0"
 pydantic = ">=2.7.3,<3.0.0"
+pytz = ">=2024.1,<2025.0"
 qdrant-client = ">=1.9.1,<2.0.0"
+sqlalchemy = ">=2.0.31,<3.0.0"
 
 [[package]]
 name = "metal-sdk"
@@ -5523,19 +5571,19 @@ tqdm = "*"
 
 [[package]]
 name = "minijinja"
-version = "2.0.1"
+version = "2.2.0"
 description = "An experimental Python binding of the Rust MiniJinja template engine."
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 python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -5805,38 +5853,38 @@ files = [
 
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 [package.dependencies]
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 flatbuffers = "*"
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 packaging = "*"
 protobuf = "*"
 sympy = "*"
 
 [[package]]
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+version = "1.42.0"
 description = "The official Python library for the openai API"
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 python-versions = ">=3.7.1"
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 ]
 
 [package.dependencies]
@@ -6475,19 +6523,16 @@ optional = ["boto3", "cmaes (>=0.10.0)", "google-cloud-storage", "matplotlib (!=
 test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)", "torch"]
 
 [[package]]
-name = "ordered-set"
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-description = "An OrderedSet is a custom MutableSet that remembers its order, so that every"
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+description = "Orderly set"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-[package.extras]
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-
 [[package]]
 name = "orjson"
 version = "3.10.0"
@@ -6975,13 +7020,13 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "postgrest"
-version = "0.16.10"
+version = "0.16.11"
 description = "PostgREST client for Python. This library provides an ORM interface to PostgREST."
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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 [package.dependencies]
@@ -6992,13 +7037,13 @@ strenum = ">=0.4.9,<0.5.0"
 
 [[package]]
 name = "posthog"
-version = "3.5.0"
+version = "3.6.0"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
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-version = "0.2.34"
+version = "0.2.35"
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 lmm = ["pillow", "replicate"]
 long-context = ["llmlingua (<0.3)"]
 mathchat = ["pydantic (==1.10.9)", "sympy", "wolframalpha"]
-mistral = ["mistralai (>=0.2.0)"]
+mistral = ["mistralai (>=1.0.1)"]
 redis = ["redis"]
 retrievechat = ["beautifulsoup4", "chromadb", "ipython", "markdownify", "protobuf (==4.25.3)", "pypdf", "sentence-transformers"]
 retrievechat-mongodb = ["beautifulsoup4", "chromadb", "ipython", "markdownify", "protobuf (==4.25.3)", "pymongo (>=4.0.0)", "pypdf", "sentence-transformers"]
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 [package.extras]
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 [[package]]
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 [package.extras]
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-fastembed-gpu = ["fastembed-gpu (==0.3.4)"]
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 [[package]]
 name = "qianfan"
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 [[package]]
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 [[package]]
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 description = "Supabase client for Python."
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@@ -10360,13 +10429,13 @@ tutorials = ["matplotlib", "pandas", "tabulate"]
 
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+version = "0.12.5"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
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 python-versions = ">=3.7"
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@@ -10377,13 +10446,13 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
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 python-versions = ">=3.8"
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 [[package]]
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 [package.dependencies]
@@ -10548,13 +10617,13 @@ urllib3 = ">=2"
 
 [[package]]
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 [[package]]
@@ -10917,42 +10986,42 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
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 [[package]]
@@ -11644,13 +11724,13 @@ multidict = ">=4.0"
 
 [[package]]
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-version = "0.2.41"
+version = "0.2.43"
 description = "Download market data from Yahoo! Finance API"
 optional = false
 python-versions = "*"
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 [package.dependencies]
@@ -11701,18 +11781,22 @@ pydantic = ">=2.0.0"
 
 [[package]]
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 ]
 
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 cassio = ["cassio"]
diff --git a/src/backend/base/langflow/api/v1/chat.py b/src/backend/base/langflow/api/v1/chat.py
index b5b1af9c6..a500eb8ce 100644
--- a/src/backend/base/langflow/api/v1/chat.py
+++ b/src/backend/base/langflow/api/v1/chat.py
@@ -329,7 +329,8 @@ async def build_flow(
         build_task = asyncio.create_task(await asyncio.to_thread(_build_vertex, vertex_id, graph))
         try:
             await build_task
-        except asyncio.CancelledError:
+        except asyncio.CancelledError as exc:
+            logger.exception(exc)
             build_task.cancel()
             return
 
diff --git a/src/backend/base/langflow/graph/graph/base.py b/src/backend/base/langflow/graph/graph/base.py
index 210a640fa..4a575fe82 100644
--- a/src/backend/base/langflow/graph/graph/base.py
+++ b/src/backend/base/langflow/graph/graph/base.py
@@ -31,7 +31,7 @@ from langflow.graph.graph.utils import (
 )
 from langflow.graph.schema import InterfaceComponentTypes, RunOutputs
 from langflow.graph.vertex.base import Vertex, VertexStates
-from langflow.graph.vertex.schema import NodeData
+from langflow.graph.vertex.schema import NodeData, NodeTypeEnum
 from langflow.graph.vertex.types import ComponentVertex, InterfaceVertex, StateVertex
 from langflow.logging.logger import LogConfig, configure
 from langflow.schema import Data
@@ -1628,6 +1628,8 @@ class Graph:
         """Builds the vertices of the graph."""
         vertices: list["Vertex"] = []
         for frontend_data in self._vertices:
+            if frontend_data.get("type") == NodeTypeEnum.NoteNode:
+                continue
             try:
                 vertex_instance = self.get_vertex(frontend_data["id"])
             except ValueError:
diff --git a/src/backend/base/langflow/graph/vertex/schema.py b/src/backend/base/langflow/graph/vertex/schema.py
index b222a5420..5a52cbd80 100644
--- a/src/backend/base/langflow/graph/vertex/schema.py
+++ b/src/backend/base/langflow/graph/vertex/schema.py
@@ -1,6 +1,13 @@
+from enum import Enum
+
 from typing_extensions import NotRequired, TypedDict
 
 
+class NodeTypeEnum(str, Enum):
+    NoteNode = "noteNode"
+    GenericNode = "genericNode"
+
+
 class Position(TypedDict):
     x: float
     y: float
@@ -16,3 +23,4 @@ class NodeData(TypedDict):
     positionAbsolute: NotRequired[Position]
     selected: NotRequired[bool]
     parent_node_id: NotRequired[str]
+    type: NotRequired[NodeTypeEnum]
diff --git a/src/backend/base/langflow/main.py b/src/backend/base/langflow/main.py
index 766a2061e..745de3945 100644
--- a/src/backend/base/langflow/main.py
+++ b/src/backend/base/langflow/main.py
@@ -29,10 +29,10 @@ from langflow.initial_setup.setup import (
 )
 from langflow.interface.types import get_and_cache_all_types_dict
 from langflow.interface.utils import setup_llm_caching
+from langflow.logging.logger import configure
 from langflow.services.deps import get_cache_service, get_settings_service, get_telemetry_service
 from langflow.services.plugins.langfuse_plugin import LangfuseInstance
 from langflow.services.utils import initialize_services, teardown_services
-from langflow.logging.logger import configure
 
 # Ignore Pydantic deprecation warnings from Langchain
 warnings.filterwarnings("ignore", category=PydanticDeprecatedSince20)
@@ -133,8 +133,6 @@ def create_app():
         allow_headers=["*"],
     )
     app.add_middleware(JavaScriptMIMETypeMiddleware)
-    # ! Deactivating this until we find a better solution
-    # app.add_middleware(RequestCancelledMiddleware)
 
     @app.middleware("http")
     async def flatten_query_string_lists(request: Request, call_next):
diff --git a/src/backend/tests/unit/graph/graph/test_graph_state_model.py b/src/backend/tests/unit/graph/graph/test_graph_state_model.py
index e7555596b..afdb23e15 100644
--- a/src/backend/tests/unit/graph/graph/test_graph_state_model.py
+++ b/src/backend/tests/unit/graph/graph/test_graph_state_model.py
@@ -108,6 +108,7 @@ def test_graph_state_model_serialization():
     assert serialized_state_model["chat_input"]["message"]["text"] == "Test Sender Name"
 
 
+@pytest.mark.skip(reason="Not implemented yet")
 def test_graph_state_model_json_schema():
     chat_input = ChatInput(_id="chat_input")
     chat_input.set(input_value="Test Sender Name")
diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json
index 1a7386f87..5dddee9ed 100644
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@@ -57,6 +57,7 @@
         "moment": "^2.30.1",
         "openseadragon": "^4.1.1",
         "p-debounce": "^4.0.0",
+        "pako": "^2.1.0",
         "playwright": "^1.44.1",
         "react": "^18.3.1",
         "react-ace": "^11.0.1",
@@ -13071,6 +13072,12 @@
       "integrity": "sha512-w+eufiZ1WuJYgPXbV/PO3NCMEc3xqylkKHzp8bxp1uW4qaSNQUkwmLLEc3kKsfz8lpV1F8Ht3U1Cm+9Srog2ug==",
       "license": "(MIT AND Zlib)"
     },
+    "node_modules/pako": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/pako/-/pako-2.1.0.tgz",
+      "integrity": "sha512-w+eufiZ1WuJYgPXbV/PO3NCMEc3xqylkKHzp8bxp1uW4qaSNQUkwmLLEc3kKsfz8lpV1F8Ht3U1Cm+9Srog2ug==",
+      "license": "(MIT AND Zlib)"
+    },
     "node_modules/parent-module": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/parent-module/-/parent-module-1.0.1.tgz",
diff --git a/src/frontend/package.json b/src/frontend/package.json
index eaffc748a..750f12059 100644
--- a/src/frontend/package.json
+++ b/src/frontend/package.json
@@ -52,6 +52,7 @@
     "moment": "^2.30.1",
     "openseadragon": "^4.1.1",
     "p-debounce": "^4.0.0",
+    "pako": "^2.1.0",
     "playwright": "^1.44.1",
     "react": "^18.3.1",
     "react-ace": "^11.0.1",
diff --git a/src/frontend/src/App.css b/src/frontend/src/App.css
index 125282e2c..e43432537 100644
--- a/src/frontend/src/App.css
+++ b/src/frontend/src/App.css
@@ -161,3 +161,11 @@ body {
   width: 100%;
   height: 100%;
 }
+.react-flow__resize-control.handle {
+  width: 0.75rem!important;
+  height: 0.75rem !important;
+  background-color: white !important;
+  border-color: var(--border) !important;
+  z-index: 1000 !important;
+  border-radius: 20% !important;
+}
\ No newline at end of file
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/NodeDescription/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/NodeDescription/index.tsx
index 81d334b19..29a82e5c4 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/NodeDescription/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/NodeDescription/index.tsx
@@ -10,10 +10,20 @@ export default function NodeDescription({
   description,
   selected,
   nodeId,
+  emptyPlaceholder = "Double Click to Edit Description",
+  charLimit,
+  inputClassName,
+  mdClassName,
+  style,
 }: {
   description?: string;
   selected: boolean;
   nodeId: string;
+  emptyPlaceholder?: string;
+  charLimit?: number;
+  inputClassName?: string;
+  mdClassName?: string;
+  style?: React.CSSProperties;
 }) {
   const [inputDescription, setInputDescription] = useState(false);
   const [nodeDescription, setNodeDescription] = useState(description);
@@ -31,35 +41,20 @@ export default function NodeDescription({
   }, [description]);
 
   return (
-    <div className="generic-node-desc">
+    <div
+      className={cn(
+        "generic-node-desc",
+        !inputDescription ? "overflow-auto" : "",
+      )}
+    >
       {inputDescription ? (
-        <Textarea
-          className="nowheel min-h-40"
-          autoFocus
-          onBlur={() => {
-            setInputDescription(false);
-            setNodeDescription(nodeDescription);
-            setNode(nodeId, (old) => ({
-              ...old,
-              data: {
-                ...old.data,
-                node: {
-                  ...old.data.node,
-                  description: nodeDescription,
-                },
-              },
-            }));
-          }}
-          value={nodeDescription}
-          onChange={(e) => setNodeDescription(e.target.value)}
-          onKeyDown={(e) => {
-            handleKeyDown(e, nodeDescription, "");
-            if (
-              e.key === "Enter" &&
-              e.shiftKey === false &&
-              e.ctrlKey === false &&
-              e.altKey === false
-            ) {
+        <>
+          <Textarea
+            maxLength={charLimit}
+            className={cn("nowheel h-full", inputClassName)}
+            autoFocus
+            style={style}
+            onBlur={() => {
               setInputDescription(false);
               setNodeDescription(nodeDescription);
               setNode(nodeId, (old) => ({
@@ -72,13 +67,50 @@ export default function NodeDescription({
                   },
                 },
               }));
-            }
-          }}
-        />
+            }}
+            value={nodeDescription}
+            onChange={(e) => setNodeDescription(e.target.value)}
+            onKeyDown={(e) => {
+              handleKeyDown(e, nodeDescription, "");
+              if (
+                e.key === "Enter" &&
+                e.shiftKey === false &&
+                e.ctrlKey === false &&
+                e.altKey === false
+              ) {
+                setInputDescription(false);
+                setNodeDescription(nodeDescription);
+                setNode(nodeId, (old) => ({
+                  ...old,
+                  data: {
+                    ...old.data,
+                    node: {
+                      ...old.data.node,
+                      description: nodeDescription,
+                    },
+                  },
+                }));
+              }
+            }}
+          />
+          {charLimit && (
+            <div
+              className={cn(
+                "text-left text-xs",
+                (nodeDescription?.length ?? 0) >= charLimit
+                  ? "text-error"
+                  : "text-primary",
+              )}
+              data-testid="note_char_limit"
+            >
+              {nodeDescription?.length ?? 0}/{charLimit}
+            </div>
+          )}
+        </>
       ) : (
         <div
           className={cn(
-            "nodoubleclick generic-node-desc-text cursor-text word-break-break-word",
+            "nodoubleclick generic-node-desc-text h-full cursor-text word-break-break-word dark:text-note-placeholder",
             description === "" || !description ? "font-light italic" : "",
           )}
           onDoubleClick={(e) => {
@@ -87,9 +119,14 @@ export default function NodeDescription({
           }}
         >
           {description === "" || !description ? (
-            "Double Click to Edit Description"
+            emptyPlaceholder
           ) : (
-            <Markdown className="markdown prose flex flex-col text-primary word-break-break-word dark:prose-invert">
+            <Markdown
+              className={cn(
+                "markdown prose flex h-full w-full flex-col text-primary word-break-break-word dark:prose-invert",
+                mdClassName,
+              )}
+            >
               {String(description)}
             </Markdown>
           )}
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/NodeName/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/NodeName/index.tsx
index c33ec1e46..6a48fa979 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/NodeName/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/NodeName/index.tsx
@@ -17,7 +17,6 @@ export default function NodeName({
   const [nodeName, setNodeName] = useState(display_name);
   const takeSnapshot = useFlowsManagerStore((state) => state.takeSnapshot);
   const setNode = useFlowStore((state) => state.setNode);
-
   useEffect(() => {
     if (!selected) {
       setInputName(false);
@@ -29,7 +28,7 @@ export default function NodeName({
   }, [display_name]);
 
   return inputName ? (
-    <div>
+    <div className="w-full">
       <InputComponent
         onBlur={() => {
           setInputName(false);
@@ -58,7 +57,7 @@ export default function NodeName({
       />
     </div>
   ) : (
-    <div className="group flex items-center gap-1">
+    <div className="group flex w-full items-center gap-1">
       <ShadTooltip content={display_name}>
         <div
           onDoubleClick={(event) => {
@@ -68,7 +67,7 @@ export default function NodeName({
             event.preventDefault();
           }}
           data-testid={"title-" + display_name}
-          className="nodoubleclick generic-node-tooltip-div cursor-text text-primary"
+          className="nodoubleclick w-full cursor-text truncate text-primary"
         >
           {display_name}
         </div>
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index 039caeac8..b3e6da09e 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -287,8 +287,8 @@ export default function GenericNode({
           >
             <div
               className={
-                "generic-node-title-arrangement rounded-full" +
-                (!showNode && " justify-center")
+                "generic-node-title-arrangement " +
+                (!showNode ? " justify-center" : "")
               }
               data-testid="generic-node-title-arrangement"
             >
diff --git a/src/frontend/src/CustomNodes/NoteNode/NoteToolbarComponent/index.tsx b/src/frontend/src/CustomNodes/NoteNode/NoteToolbarComponent/index.tsx
new file mode 100644
index 000000000..4b7104c82
--- /dev/null
+++ b/src/frontend/src/CustomNodes/NoteNode/NoteToolbarComponent/index.tsx
@@ -0,0 +1,218 @@
+import ShadTooltip from "@/components/shadTooltipComponent";
+import { Button } from "@/components/ui/button";
+import {
+  Popover,
+  PopoverContent,
+  PopoverTrigger,
+} from "@/components/ui/popover";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+} from "@/components/ui/select-custom";
+import { COLOR_OPTIONS } from "@/constants/constants";
+import ToolbarSelectItem from "@/pages/FlowPage/components/nodeToolbarComponent/toolbarSelectItem";
+import useAlertStore from "@/stores/alertStore";
+import useFlowStore from "@/stores/flowStore";
+import useFlowsManagerStore from "@/stores/flowsManagerStore";
+import { useShortcutsStore } from "@/stores/shortcuts";
+import { NodeDataType, noteDataType } from "@/types/flow";
+import { classNames, cn, openInNewTab } from "@/utils/utils";
+import { cloneDeep, set, take } from "lodash";
+import { useState } from "react";
+import IconComponent from "../../../components/genericIconComponent";
+
+export default function NoteToolbarComponent({
+  data,
+  bgColor,
+}: {
+  data: noteDataType;
+  bgColor: string;
+}) {
+  const setSuccessData = useAlertStore((state) => state.setSuccessData);
+  const setNoticeData = useAlertStore((state) => state.setNoticeData);
+  const nodes = useFlowStore((state) => state.nodes);
+  const setLastCopiedSelection = useFlowStore(
+    (state) => state.setLastCopiedSelection,
+  );
+  const paste = useFlowStore((state) => state.paste);
+  const shortcuts = useShortcutsStore((state) => state.shortcuts);
+  const takeSnapshot = useFlowsManagerStore((state) => state.takeSnapshot);
+  const deleteNode = useFlowStore((state) => state.deleteNode);
+  const setNode = useFlowStore((state) => state.setNode);
+
+  function openDocs() {
+    if (data.node?.documentation) {
+      return openInNewTab(data.node?.documentation);
+    }
+    setNoticeData({
+      title: `${data.id} docs is not available at the moment.`,
+    });
+  }
+
+  const handleSelectChange = (event) => {
+    switch (event) {
+      case "documentation":
+        openDocs();
+        break;
+      case "delete":
+        takeSnapshot();
+        deleteNode(data.id);
+        break;
+      case "copy":
+        const node = nodes.filter((node) => node.id === data.id);
+        setLastCopiedSelection({ nodes: cloneDeep(node), edges: [] });
+        break;
+      case "duplicate":
+        paste(
+          {
+            nodes: [nodes.find((node) => node.id === data.id)!],
+            edges: [],
+          },
+          {
+            x: 50,
+            y: 10,
+            paneX: nodes.find((node) => node.id === data.id)?.position.x,
+            paneY: nodes.find((node) => node.id === data.id)?.position.y,
+          },
+        );
+        break;
+    }
+  };
+  // the deafult value is allways the first one if none is provided
+  return (
+    <>
+      <div className="w-26 noflow nowheel nopan nodelete nodrag h-10">
+        <span className="isolate inline-flex rounded-md shadow-sm">
+          <Popover>
+            <ShadTooltip content="Color pick">
+              <PopoverTrigger>
+                <div>
+                  <div
+                    data-testid="color_picker"
+                    className="relative inline-flex items-center rounded-l-md bg-background px-2 py-2 text-foreground shadow-md ring-1 ring-inset ring-ring transition-all duration-500 ease-in-out hover:bg-muted focus:z-10"
+                  >
+                    <div
+                      style={{
+                        backgroundColor: COLOR_OPTIONS[bgColor],
+                      }}
+                      className="h-4 w-4 rounded-full"
+                    ></div>
+                  </div>
+                </div>
+              </PopoverTrigger>
+            </ShadTooltip>
+            <PopoverContent side="top" className="w-fit px-2 py-2">
+              <div className="flew-row flex gap-3">
+                {Object.entries(COLOR_OPTIONS).map(([color, code]) => {
+                  return (
+                    <Button
+                      data-testid={`color_picker_button_${color}`}
+                      unstyled
+                      key={color}
+                      onClick={() => {
+                        setNode(data.id, (old) => ({
+                          ...old,
+                          data: {
+                            ...old.data,
+                            node: {
+                              ...old.data.node,
+                              template: {
+                                ...old.data.node?.template,
+                                backgroundColor: color,
+                              },
+                            },
+                          },
+                        }));
+                      }}
+                    >
+                      <div
+                        className={cn(
+                          "h-4 w-4 rounded-full hover:border hover:border-ring",
+                          bgColor === color ? "border-2 border-blue-500" : "",
+                        )}
+                        style={{
+                          backgroundColor: code,
+                        }}
+                      ></div>
+                    </Button>
+                  );
+                })}
+              </div>
+            </PopoverContent>
+          </Popover>
+          <Select onValueChange={handleSelectChange} value="">
+            <ShadTooltip content="All" side="top">
+              <SelectTrigger>
+                <div>
+                  <div
+                    data-testid="more-options-modal"
+                    className={classNames(
+                      "relative -ml-px inline-flex h-8 w-[2rem] items-center rounded-r-md bg-background text-foreground shadow-md ring-1 ring-inset ring-ring transition-all duration-500 ease-in-out hover:bg-muted focus:z-10",
+                    )}
+                  >
+                    <IconComponent
+                      name="MoreHorizontal"
+                      className="relative left-2 h-4 w-4"
+                    />
+                  </div>
+                </div>
+              </SelectTrigger>
+            </ShadTooltip>
+            <SelectContent>
+              <SelectItem value={"duplicate"}>
+                <ToolbarSelectItem
+                  shortcut={
+                    shortcuts.find((obj) => obj.name === "Duplicate")?.shortcut!
+                  }
+                  value={"Duplicate"}
+                  icon={"Copy"}
+                  dataTestId="copy-button-modal"
+                />
+              </SelectItem>
+              <SelectItem value={"copy"}>
+                <ToolbarSelectItem
+                  shortcut={
+                    shortcuts.find((obj) => obj.name === "Copy")?.shortcut!
+                  }
+                  value={"Copy"}
+                  icon={"Clipboard"}
+                  dataTestId="copy-button-modal"
+                />
+              </SelectItem>
+              <SelectItem
+                value={"documentation"}
+                disabled={data.node?.documentation === ""}
+              >
+                <ToolbarSelectItem
+                  shortcut={
+                    shortcuts.find((obj) => obj.name === "Docs")?.shortcut!
+                  }
+                  value={"Docs"}
+                  icon={"FileText"}
+                  dataTestId="docs-button-modal"
+                />
+              </SelectItem>
+              <SelectItem value={"delete"} className="focus:bg-red-400/[.20]">
+                <div className="font-red flex text-status-red">
+                  <IconComponent
+                    name="Trash2"
+                    className="relative top-0.5 mr-2 h-4 w-4"
+                  />{" "}
+                  <span className="">Delete</span>{" "}
+                  <span className="absolute right-2 top-2 flex items-center justify-center rounded-sm px-1 py-[0.2]">
+                    <IconComponent
+                      name="Delete"
+                      className="h-4 w-4 stroke-2 text-red-400"
+                    ></IconComponent>
+                  </span>
+                </div>
+              </SelectItem>
+            </SelectContent>
+          </Select>
+        </span>
+      </div>
+    </>
+  );
+}
diff --git a/src/frontend/src/CustomNodes/NoteNode/index.tsx b/src/frontend/src/CustomNodes/NoteNode/index.tsx
new file mode 100644
index 000000000..e7de0c058
--- /dev/null
+++ b/src/frontend/src/CustomNodes/NoteNode/index.tsx
@@ -0,0 +1,112 @@
+import {
+  COLOR_OPTIONS,
+  NOTE_NODE_MAX_HEIGHT,
+  NOTE_NODE_MAX_WIDTH,
+  NOTE_NODE_MIN_HEIGHT,
+  NOTE_NODE_MIN_WIDTH,
+} from "@/constants/constants";
+import { noteDataType } from "@/types/flow";
+import { cn } from "@/utils/utils";
+import { useEffect, useMemo, useRef, useState } from "react";
+import { NodeResizer, NodeToolbar } from "reactflow";
+import IconComponent from "../../components/genericIconComponent";
+import NodeDescription from "../GenericNode/components/NodeDescription";
+import NodeName from "../GenericNode/components/NodeName";
+import NoteToolbarComponent from "./NoteToolbarComponent";
+function NoteNode({
+  data,
+  selected,
+}: {
+  data: noteDataType;
+  selected: boolean;
+}) {
+  const bgColor =
+    data.node?.template.backgroundColor ?? Object.keys(COLOR_OPTIONS)[0];
+  const nodeDiv = useRef<HTMLDivElement>(null);
+  const [size, setSize] = useState({ width: 0, height: 0 });
+  //tricky to start the description with the right size
+  useEffect(() => {
+    if (nodeDiv.current) {
+      setSize({
+        width: nodeDiv.current.offsetWidth - 43,
+        height: nodeDiv.current.offsetHeight - 80,
+      });
+    }
+  }, []);
+
+  const MemoNoteToolbarComponent = useMemo(
+    () => (
+      <NodeToolbar>
+        <NoteToolbarComponent data={data} bgColor={bgColor} />
+      </NodeToolbar>
+    ),
+    [data, bgColor],
+  );
+  return (
+    <>
+      {MemoNoteToolbarComponent}
+      <NodeResizer
+        minWidth={NOTE_NODE_MIN_WIDTH}
+        minHeight={NOTE_NODE_MIN_HEIGHT}
+        maxHeight={NOTE_NODE_MAX_HEIGHT}
+        maxWidth={NOTE_NODE_MAX_WIDTH}
+        onResize={(_, params) => {
+          const { width, height } = params;
+          setSize({ width: width - 43, height: height - 80 });
+        }}
+        isVisible={selected}
+        lineClassName="border-[3px] border-border"
+      />
+      <div
+        data-testid="note_node"
+        style={{
+          maxHeight: NOTE_NODE_MAX_HEIGHT,
+          maxWidth: NOTE_NODE_MAX_WIDTH,
+          minWidth: NOTE_NODE_MIN_WIDTH,
+          minHeight: NOTE_NODE_MIN_HEIGHT,
+          backgroundColor: COLOR_OPTIONS[bgColor],
+        }}
+        ref={nodeDiv}
+        className={cn(
+          "flex h-full w-full flex-col gap-3 rounded-md border border-b p-5 transition-all",
+          selected ? "" : "shadow-sm",
+        )}
+      >
+        <div className="flex h-fit w-full items-center align-middle">
+          <div className="flex w-full gap-2">
+            <div data-testid="note_icon">
+              <IconComponent name="SquarePen" className="min-w-fit" />
+            </div>
+
+            <div className="w-11/12">
+              <NodeName
+                nodeId={data.id}
+                selected={selected}
+                display_name={data.node?.display_name || "Note"}
+              />
+            </div>
+          </div>
+        </div>
+        <div
+          style={{
+            width: size.width,
+            height: size.height,
+          }}
+          className="nowheel overflow-auto"
+        >
+          <NodeDescription
+            inputClassName="border-0 ring-transparent resize-none rounded-none shadow-none h-full w-full"
+            style={{ backgroundColor: COLOR_OPTIONS[bgColor] }}
+            charLimit={2500}
+            nodeId={data.id}
+            selected={selected}
+            description={data.node?.description}
+            emptyPlaceholder="Double-click to start typing or enter Markdown..."
+          />
+        </div>
+      </div>
+    </>
+  );
+}
+
+export default NoteNode;
diff --git a/src/frontend/src/components/ui/textarea.tsx b/src/frontend/src/components/ui/textarea.tsx
index 5d02b0414..a809ce662 100644
--- a/src/frontend/src/components/ui/textarea.tsx
+++ b/src/frontend/src/components/ui/textarea.tsx
@@ -12,6 +12,7 @@ const Textarea = React.forwardRef<HTMLTextAreaElement, TextareaProps>(
     return (
       <div className="h-full w-full">
         <textarea
+          data-testid="textarea"
           className={cn(
             "nopan nodelete nodrag noflow textarea-primary nowheel",
             className,
diff --git a/src/frontend/src/constants/constants.ts b/src/frontend/src/constants/constants.ts
index 8caab7feb..88d86eb3c 100644
--- a/src/frontend/src/constants/constants.ts
+++ b/src/frontend/src/constants/constants.ts
@@ -898,3 +898,19 @@ export const SHORTCUT_KEYS = ["cmd", "ctrl", "alt", "shift"];
 
 export const SERVER_HEALTH_INTERVAL = 10000;
 export const REFETCH_SERVER_HEALTH_INTERVAL = 20000;
+export const DRAG_EVENTS_CUSTOM_TYPESS = {
+  genericnode: "genericNode",
+  notenode: "noteNode",
+};
+
+export const NOTE_NODE_MIN_WIDTH = 324;
+export const NOTE_NODE_MIN_HEIGHT = 324;
+export const NOTE_NODE_MAX_HEIGHT = 800;
+export const NOTE_NODE_MAX_WIDTH = 600;
+
+export const COLOR_OPTIONS = {
+  indigo: "var(--note-indigo)",
+  emerald: "var(--note-emerald)",
+  amber: "var(--note-amber)",
+  red: "var(--note-red)",
+};
diff --git a/src/frontend/src/controllers/API/api.tsx b/src/frontend/src/controllers/API/api.tsx
index 425455513..43059e493 100644
--- a/src/frontend/src/controllers/API/api.tsx
+++ b/src/frontend/src/controllers/API/api.tsx
@@ -2,6 +2,7 @@ import { LANGFLOW_ACCESS_TOKEN } from "@/constants/constants";
 import { useCustomApiHeaders } from "@/customization/hooks/use-custom-api-headers";
 import useAuthStore from "@/stores/authStore";
 import axios, { AxiosError, AxiosInstance, AxiosRequestConfig } from "axios";
+import pako from "pako";
 import { useContext, useEffect } from "react";
 import { Cookies } from "react-cookie";
 import { BuildStatus } from "../../constants/enums";
diff --git a/src/frontend/src/controllers/API/index.ts b/src/frontend/src/controllers/API/index.ts
index 41b1f8331..3882fa0e0 100644
--- a/src/frontend/src/controllers/API/index.ts
+++ b/src/frontend/src/controllers/API/index.ts
@@ -6,6 +6,7 @@ import {
   APIObjectType,
   Component,
   CustomComponentRequest,
+  PromptTypeAPI,
   Users,
   VertexBuildTypeAPI,
   VerticesOrderTypeAPI,
@@ -55,6 +56,176 @@ export async function sendAll(data: sendAllProps) {
   return await api.post(`${BASE_URL_API}predict`, data);
 }
 
+/**
+ * Checks the prompt for the code block by sending it to an API endpoint.
+ * @param {string} name - The name of the field to check.
+ * @param {string} template - The template string of the prompt to check.
+ * @param {APIClassType} frontend_node - The frontend node to check.
+ * @returns {Promise<AxiosResponse<PromptTypeAPI>>} A promise that resolves to an AxiosResponse containing the validation results.
+ */
+export async function postValidatePrompt(
+  name: string,
+  template: string,
+  frontend_node: APIClassType,
+): Promise<AxiosResponse<PromptTypeAPI>> {
+  return api.post(`${BASE_URL_API}validate/prompt`, {
+    name,
+    template,
+    frontend_node,
+  });
+}
+
+/**
+ * Fetches a list of JSON files from a GitHub repository and returns their contents as an array of FlowType objects.
+ *
+ * @returns {Promise<FlowType[]>} A promise that resolves to an array of FlowType objects.
+ */
+export async function getExamples(): Promise<FlowType[]> {
+  const url =
+    "https://api.github.com/repos/langflow-ai/langflow_examples/contents/examples?ref=main";
+  const response = await api.get(url);
+
+  const jsonFiles = response?.data.filter((file: any) => {
+    return file.name.endsWith(".json");
+  });
+
+  const contentsPromises = jsonFiles.map(async (file: any) => {
+    const contentResponse = await api.get(file.download_url);
+    return contentResponse.data;
+  });
+
+  return await Promise.all(contentsPromises);
+}
+
+/**
+ * Saves a new flow to the database.
+ *
+ * @param {FlowType} newFlow - The flow data to save.
+ * @returns {Promise<any>} The saved flow data.
+ * @throws Will throw an error if saving fails.
+ */
+export async function saveFlowToDatabase(newFlow: {
+  name: string;
+  id: string;
+  data: ReactFlowJsonObject | null;
+  description: string;
+  style?: FlowStyleType;
+  is_component?: boolean;
+  folder_id?: string;
+  endpoint_name?: string;
+}): Promise<FlowType> {
+  try {
+    const response = await api.post(`${BASE_URL_API}flows/`, {
+      name: newFlow.name,
+      data: newFlow.data,
+      description: newFlow.description,
+      is_component: newFlow.is_component,
+      folder_id: newFlow.folder_id === "" ? null : newFlow.folder_id,
+      endpoint_name: newFlow.endpoint_name,
+    });
+
+    if (response?.status !== 201) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
+    }
+    return response?.data;
+  } catch (error) {
+    console.error(error);
+    throw error;
+  }
+}
+
+/**
+ * Reads all flows from the database.
+ *
+ * @returns {Promise<any>} The flows data.
+ * @throws Will throw an error if reading fails.
+ */
+export async function readFlowsFromDatabase() {
+  try {
+    const response = await api.get(`${BASE_URL_API}flows/`);
+    if (response && response?.status !== 200) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
+    }
+    return response?.data;
+  } catch (error) {
+    console.error(error);
+    throw error;
+  }
+}
+
+export async function uploadFlowsToDatabase(flows: FormData) {
+  try {
+    const response = await api.post(`${BASE_URL_API}flows/upload/`, flows);
+
+    if (response?.status !== 201) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
+    }
+    return response?.data;
+  } catch (error) {
+    console.error(error);
+    throw error;
+  }
+}
+
+/**
+ * Deletes a flow from the database.
+ *
+ * @param {string} flowId - The ID of the flow to delete.
+ * @returns {Promise<any>} The deleted flow data.
+ * @throws Will throw an error if deletion fails.
+ */
+export async function deleteFlowFromDatabase(flowId: string) {
+  try {
+    const response = await api.delete(`${BASE_URL_API}flows/${flowId}`);
+    if (response.status !== 200) {
+      throw new Error(`HTTP error! status: ${response.status}`);
+    }
+    return response?.data;
+  } catch (error) {
+    console.error(error);
+    throw error;
+  }
+}
+
+/**
+ * Fetches a flow from the database by ID.
+ *
+ * @param {number} flowId - The ID of the flow to fetch.
+ * @returns {Promise<any>} The flow data.
+ * @throws Will throw an error if fetching fails.
+ */
+export async function getFlowFromDatabase(flowId: number) {
+  try {
+    const response = await api.get(`${BASE_URL_API}flows/${flowId}`);
+    if (response && response?.status !== 200) {
+      throw new Error(`HTTP error! status: ${response?.status}`);
+    }
+    return response?.data;
+  } catch (error) {
+    console.error(error);
+    throw error;
+  }
+}
+
+/**
+ * Fetches flow styles from the database.
+ *
+ * @returns {Promise<any>} The flow styles data.
+ * @throws Will throw an error if fetching fails.
+ */
+export async function getFlowStylesFromDatabase() {
+  try {
+    const response = await api.get(`${BASE_URL_API}flow_styles/`);
+    if (response.status !== 200) {
+      throw new Error(`HTTP error! status: ${response.status}`);
+    }
+    return response?.data;
+  } catch (error) {
+    console.error(error);
+    throw error;
+  }
+}
+
 /**
  * Fetches the version of the API.
  *
diff --git a/src/frontend/src/modals/codeAreaModal/index.tsx b/src/frontend/src/modals/codeAreaModal/index.tsx
index 9a6943576..64d10ec51 100644
--- a/src/frontend/src/modals/codeAreaModal/index.tsx
+++ b/src/frontend/src/modals/codeAreaModal/index.tsx
@@ -23,6 +23,7 @@ import {
   CODE_PROMPT_DIALOG_SUBTITLE,
   EDIT_CODE_TITLE,
 } from "../../constants/constants";
+import { postCustomComponent } from "../../controllers/API";
 import useAlertStore from "../../stores/alertStore";
 import { useDarkStore } from "../../stores/darkStore";
 import { CodeErrorDataTypeAPI } from "../../types/api";
@@ -52,11 +53,11 @@ export default function CodeAreaModal({
   const setErrorData = useAlertStore((state) => state.setErrorData);
   const [openConfirmation, setOpenConfirmation] = useState(false);
   const codeRef = useRef<ReactAce | null>(null);
+  const { mutate, isPending } = usePostValidateCode();
   const [error, setError] = useState<{
     detail: CodeErrorDataTypeAPI;
   } | null>(null);
 
-  const { mutate: validateCode } = usePostValidateCode();
   const { mutate: validateComponentCode } = usePostValidateComponentCode();
 
   useEffect(() => {
@@ -68,7 +69,7 @@ export default function CodeAreaModal({
   }, []);
 
   function processNonDynamicField() {
-    validateCode(
+    mutate(
       { code },
       {
         onSuccess: (apiReturn) => {
@@ -256,7 +257,9 @@ export default function CodeAreaModal({
           </div>
         </div>
         <ConfirmationModal
-          onClose={setOpenConfirmation}
+          onClose={() => {
+            setOpenConfirmation(false);
+          }}
           onEscapeKeyDown={(e) => {
             e.stopPropagation();
             setOpenConfirmation(false);
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index dab20de66..3683113ca 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -1,8 +1,14 @@
+import NoteNode from "@/CustomNodes/NoteNode";
+import IconComponent from "@/components/genericIconComponent";
 import LoadingComponent from "@/components/loadingComponent";
+import ShadTooltip from "@/components/shadTooltipComponent";
 import { useGetBuildsQuery } from "@/controllers/API/queries/_builds";
 import { track } from "@/customization/utils/analytics";
 import useAutoSaveFlow from "@/hooks/flows/use-autosave-flow";
 import useUploadFlow from "@/hooks/flows/use-upload-flow";
+import { getNodeRenderType, isSupportedNodeTypes } from "@/utils/utils";
+
+import { ENABLE_MVPS } from "@/customization/feature-flags";
 import _, { cloneDeep } from "lodash";
 import {
   KeyboardEvent,
@@ -16,6 +22,7 @@ import { useHotkeys } from "react-hotkeys-hook";
 import ReactFlow, {
   Background,
   Connection,
+  ControlButton,
   Controls,
   Edge,
   NodeDragHandler,
@@ -55,6 +62,7 @@ import isWrappedWithClass from "./utils/is-wrapped-with-class";
 
 const nodeTypes = {
   genericNode: GenericNode,
+  noteNode: NoteNode,
 };
 
 export default function Page({ view }: { view?: boolean }): JSX.Element {
@@ -317,7 +325,7 @@ export default function Page({ view }: { view?: boolean }): JSX.Element {
 
   const onDragOver = useCallback((event: React.DragEvent) => {
     event.preventDefault();
-    if (event.dataTransfer.types.some((types) => types === "nodedata")) {
+    if (event.dataTransfer.types.some((types) => isSupportedNodeTypes(types))) {
       event.dataTransfer.dropEffect = "move";
     } else {
       event.dataTransfer.dropEffect = "copy";
@@ -327,12 +335,16 @@ export default function Page({ view }: { view?: boolean }): JSX.Element {
   const onDrop = useCallback(
     (event: React.DragEvent) => {
       event.preventDefault();
-      if (event.dataTransfer.types.some((types) => types === "nodedata")) {
+      if (event.dataTransfer.types.some((type) => isSupportedNodeTypes(type))) {
         takeSnapshot();
 
+        const datakey = event.dataTransfer.types.find((type) =>
+          isSupportedNodeTypes(type),
+        );
+
         // Extract the data from the drag event and parse it as a JSON object
         const data: { type: string; node?: APIClassType } = JSON.parse(
-          event.dataTransfer.getData("nodedata"),
+          event.dataTransfer.getData(datakey!),
         );
 
         track(`Component Added: ${data.node?.display_name}`);
@@ -341,7 +353,7 @@ export default function Page({ view }: { view?: boolean }): JSX.Element {
 
         const newNode: NodeType = {
           id: newId,
-          type: "genericNode",
+          type: getNodeRenderType(datakey!),
           position: { x: 0, y: 0 },
           data: {
             ...data,
@@ -470,7 +482,62 @@ export default function Page({ view }: { view?: boolean }): JSX.Element {
           >
             <Background className="" />
             {!view && (
-              <Controls className="fill-foreground stroke-foreground text-primary [&>button]:border-b-border [&>button]:bg-muted hover:[&>button]:bg-border"></Controls>
+              <Controls className="fill-foreground stroke-foreground text-primary [&>button]:border-b-border [&>button]:bg-muted hover:[&>button]:bg-border">
+                {ENABLE_MVPS && (
+                  <ControlButton
+                    data-testid="add_note"
+                    onClick={() => {
+                      const wrapper = reactFlowWrapper.current!;
+                      const viewport = reactFlowInstance?.getViewport();
+                      const x = wrapper.getBoundingClientRect().width / 2;
+                      const y = wrapper.getBoundingClientRect().height / 2;
+                      const nodePosition =
+                        reactFlowInstance?.screenToFlowPosition({ x, y })!;
+
+                      const data = {
+                        node: {
+                          description: "",
+                          display_name: "",
+                          documentation: "",
+                          template: {},
+                        },
+                        type: "note",
+                      };
+                      const newId = getNodeId(data.type);
+
+                      const newNode: NodeType = {
+                        id: newId,
+                        type: "noteNode",
+                        position: { x: 0, y: 0 },
+                        data: {
+                          ...data,
+                          id: newId,
+                        },
+                      };
+                      paste(
+                        { nodes: [newNode], edges: [] },
+                        {
+                          x: nodePosition.x,
+                          y: nodePosition?.y,
+                          paneX: wrapper.getBoundingClientRect().x,
+                          paneY: wrapper.getBoundingClientRect().y,
+                        },
+                      );
+                    }}
+                    className="postion absolute -top-10 rounded-sm"
+                  >
+                    <ShadTooltip content="Add note">
+                      <div>
+                        <IconComponent
+                          name="SquarePen"
+                          aria-hidden="true"
+                          className="scale-125"
+                        />
+                      </div>
+                    </ShadTooltip>
+                  </ControlButton>
+                )}
+              </Controls>
             )}
             <SelectionMenu
               lastSelection={lastSelection}
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index efc6a1e24..7875a1d9d 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -16,6 +16,7 @@ import { APIClassType, APIObjectType } from "../../../../types/api";
 import { nodeIconsLucide } from "../../../../utils/styleUtils";
 import ParentDisclosureComponent from "../ParentDisclosureComponent";
 import { SidebarCategoryComponent } from "./SidebarCategoryComponent";
+
 import { sortKeys } from "./utils";
 
 export default function ExtraSidebar(): JSX.Element {
@@ -41,7 +42,7 @@ export default function ExtraSidebar(): JSX.Element {
     crt.classList.add("cursor-grabbing");
     document.body.appendChild(crt);
     event.dataTransfer.setDragImage(crt, 0, 0);
-    event.dataTransfer.setData("nodedata", JSON.stringify(data));
+    event.dataTransfer.setData("genericNode", JSON.stringify(data));
   }
 
   // Handle showing components after use search input
@@ -218,12 +219,14 @@ export default function ExtraSidebar(): JSX.Element {
         </div>
       </div>
       <Separator />
+
       <div className="side-bar-components-div-arrangement">
         <div className="parent-disclosure-arrangement">
           <div className="flex items-center gap-4 align-middle">
             <span className="parent-disclosure-title">Components</span>
           </div>
         </div>
+        <Separator />
         {Object.keys(dataFilter)
           .sort(sortKeys)
           .filter((x) => PRIORITY_SIDEBAR_ORDER.includes(x))
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarNoteComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarNoteComponent/index.tsx
new file mode 100644
index 000000000..acb5d0039
--- /dev/null
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/sideBarNoteComponent/index.tsx
@@ -0,0 +1,34 @@
+import { APIClassType } from "@/types/api";
+import IconComponent from "../../../../../components/genericIconComponent";
+export default function NoteDraggableComponent() {
+  function onDragStart(event: React.DragEvent<any>): void {
+    const noteNode: APIClassType = {
+      description: "",
+      display_name: "",
+      documentation: "",
+      template: {},
+    };
+    event.dataTransfer.setData(
+      "noteNode",
+      JSON.stringify({ node: noteNode, type: "note" }),
+    );
+  }
+
+  return (
+    <div
+      draggable
+      className={"cursor-grab rounded-l-md bg-background p-2"}
+      onDragStart={onDragStart}
+    >
+      <div
+        data-testid={"note_component"}
+        id={"note component"}
+        className="flex w-full items-center justify-between rounded-md border border-dashed border-ring bg-white px-3 py-1 text-sm"
+      >
+        <IconComponent name="StickyNote" className="pr-2" />
+        <span className="side-bar-components-text">Add Note</span>
+        <IconComponent name="Menu" className="side-bar-components-icon" />
+      </div>
+    </div>
+  );
+}
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/hooks/use-shortcuts.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/hooks/use-shortcuts.tsx
index f9d49219d..e524a09a0 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/hooks/use-shortcuts.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/hooks/use-shortcuts.tsx
@@ -18,20 +18,20 @@ export default function useShortcuts({
   ungroup,
   minimizeFunction,
 }: {
-  showOverrideModal: boolean;
-  showModalAdvanced: boolean;
-  openModal: boolean;
-  showconfirmShare: boolean;
-  FreezeAllVertices: () => void;
-  Freeze: () => void;
-  downloadFunction: () => void;
-  displayDocs: () => void;
-  saveComponent: () => void;
-  showAdvance: () => void;
-  handleCodeModal: () => void;
-  shareComponent: () => void;
-  ungroup: () => void;
-  minimizeFunction: () => void;
+  showOverrideModal?: boolean;
+  showModalAdvanced?: boolean;
+  openModal?: boolean;
+  showconfirmShare?: boolean;
+  FreezeAllVertices?: () => void;
+  Freeze?: () => void;
+  downloadFunction?: () => void;
+  displayDocs?: () => void;
+  saveComponent?: () => void;
+  showAdvance?: () => void;
+  handleCodeModal?: () => void;
+  shareComponent?: () => void;
+  ungroup?: () => void;
+  minimizeFunction?: () => void;
 }) {
   const advanced = useShortcutsStore((state) => state.advanced);
   const minimize = useShortcutsStore((state) => state.minimize);
@@ -45,59 +45,71 @@ export default function useShortcuts({
   const freezeAll = useShortcutsStore((state) => state.FreezePath);
 
   function handleFreezeAll(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow")) return;
+    if (isWrappedWithClass(e, "noflow") || !FreezeAllVertices) return;
     e.preventDefault();
     FreezeAllVertices();
   }
 
   function handleFreeze(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow")) return;
+    if (isWrappedWithClass(e, "noflow") || !Freeze) return;
     e.preventDefault();
     Freeze();
   }
 
   function handleDownloadWShortcut(e: KeyboardEvent) {
+    if (!downloadFunction) return;
     e.preventDefault();
     downloadFunction();
   }
 
   function handleDocsWShortcut(e: KeyboardEvent) {
+    if (!displayDocs) return;
     e.preventDefault();
     displayDocs();
   }
 
   function handleSaveWShortcut(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow") && !showOverrideModal) return;
+    if (
+      (isWrappedWithClass(e, "noflow") && !showOverrideModal) ||
+      !saveComponent
+    )
+      return;
     e.preventDefault();
     saveComponent();
   }
 
   function handleAdvancedWShortcut(e: KeyboardEvent) {
-    //check if there is another modal open
-    if (isWrappedWithClass(e, "noflow") && !showModalAdvanced) return;
+    if ((isWrappedWithClass(e, "noflow") && !showModalAdvanced) || !showAdvance)
+      return;
     e.preventDefault();
     showAdvance();
   }
 
   function handleCodeWShortcut(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow") && !openModal) return;
+    if ((isWrappedWithClass(e, "noflow") && !openModal) || !handleCodeModal)
+      return;
     e.preventDefault();
     handleCodeModal();
   }
 
   function handleShareWShortcut(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow") && !showconfirmShare) return;
+    if (
+      (isWrappedWithClass(e, "noflow") && !showconfirmShare) ||
+      !shareComponent
+    )
+      return;
     e.preventDefault();
     shareComponent();
   }
+
   function handleGroupWShortcut(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow")) return;
+    if (isWrappedWithClass(e, "noflow") || !ungroup) return;
     e.preventDefault();
     ungroup();
   }
 
   function handleMinimizeWShortcut(e: KeyboardEvent) {
-    if (isWrappedWithClass(e, "noflow")) return;
+    if (isWrappedWithClass(e, "noflow") || !minimizeFunction) return;
     e.preventDefault();
     minimizeFunction();
   }
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
index 8eb378669..79bbde614 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
@@ -68,7 +68,6 @@ export default function NodeToolbarComponent({
   const hasApiKey = useStoreStore((state) => state.hasApiKey);
   const validApiKey = useStoreStore((state) => state.validApiKey);
   const shortcuts = useShortcutsStore((state) => state.shortcuts);
-  const unselectAll = useFlowStore((state) => state.unselectAll);
   const currentFlowId = useFlowsManagerStore((state) => state.currentFlowId);
   const [openModal, setOpenModal] = useState(false);
   const isGroup = data.node?.flow ? true : false;
@@ -254,9 +253,6 @@ export default function NodeToolbarComponent({
         break;
       case "disabled":
         break;
-      case "unselect":
-        unselectAll();
-        break;
       case "ungroup":
         handleungroup();
         break;
@@ -313,7 +309,6 @@ export default function NodeToolbarComponent({
   };
 
   const hasCode = Object.keys(data.node!.template).includes("code");
-  const [deleteIsFocus, setDeleteIsFocus] = useState(false);
 
   return (
     <>
@@ -576,12 +571,7 @@ export default function NodeToolbarComponent({
                   dataTestId="download-button-modal"
                 />
               </SelectItem>
-              <SelectItem
-                value={"delete"}
-                className="focus:bg-red-400/[.20]"
-                onFocus={() => setDeleteIsFocus(true)}
-                onBlur={() => setDeleteIsFocus(false)}
-              >
+              <SelectItem value={"delete"} className="focus:bg-red-400/[.20]">
                 <div className="font-red flex text-status-red">
                   <IconComponent
                     name="Trash2"
@@ -589,9 +579,7 @@ export default function NodeToolbarComponent({
                   />{" "}
                   <span className="">Delete</span>{" "}
                   <span
-                    className={`absolute right-2 top-2 flex items-center justify-center rounded-sm px-1 py-[0.2] ${
-                      deleteIsFocus ? " " : "bg-muted"
-                    }`}
+                    className={`absolute right-2 top-2 flex items-center justify-center rounded-sm px-1 py-[0.2]`}
                   >
                     <IconComponent
                       name="Delete"
diff --git a/src/frontend/src/stores/flowStore.ts b/src/frontend/src/stores/flowStore.ts
index f30b3e7ed..00c77eb29 100644
--- a/src/frontend/src/stores/flowStore.ts
+++ b/src/frontend/src/stores/flowStore.ts
@@ -342,7 +342,7 @@ const useFlowStore = create<FlowStoreType>((set, get) => ({
       // Create a new node object
       const newNode: NodeType = {
         id: newId,
-        type: "genericNode",
+        type: node.type,
         position: {
           x: insidePosition.x + node.position!.x - minimumX,
           y: insidePosition.y + node.position!.y - minimumY,
diff --git a/src/frontend/src/style/applies.css b/src/frontend/src/style/applies.css
index b49a6871b..0b8913375 100644
--- a/src/frontend/src/style/applies.css
+++ b/src/frontend/src/style/applies.css
@@ -339,7 +339,7 @@
     @apply h-8 w-8 rounded;
   }
   .generic-node-tooltip-div {
-    @apply ml-2 flex max-w-[220px] gap-1 truncate;
+    @apply ml-2 w-full truncate flex;
   }
   .generic-node-validation-div {
     @apply max-h-96 overflow-auto;
@@ -394,7 +394,7 @@
     @apply hover:text-accent-foreground hover:transition-all;
   }
   .generic-node-desc {
-    @apply mb-4 h-full w-full px-5 text-foreground;
+    @apply pb-4 h-full w-full px-5 text-foreground;
   }
   .generic-node-desc-text {
     @apply w-full text-sm text-muted-foreground;
@@ -1182,4 +1182,7 @@
   .store-beta-icon {
     @apply relative bottom-3 left-1 ml-2 rounded-full bg-beta-background px-2 py-1 text-center text-xs font-semibold text-beta-foreground;
   }
+  .color-option-container {
+    @apply w-fit
+  }
 }
diff --git a/src/frontend/src/style/index.css b/src/frontend/src/style/index.css
index 8d28eec32..d75a76a9e 100644
--- a/src/frontend/src/style/index.css
+++ b/src/frontend/src/style/index.css
@@ -69,9 +69,19 @@
     --status-blue: #2563eb;
     --status-gray: #6b7280;
     --connection: #555;
+    --note-indigo: #e0e7ff;
+    --note-emerald: #d1fae5;
+    --note-amber: #fef3c7;
+    --note-red: #fee2e2;
   }
 
   .dark {
+    --note-indigo: #312e81;
+    --note-emerald: #064e3b;
+    --note-amber: #78350f;
+    --note-red: #7f1d1d;
+    --note-placeholder: 216 12% 84%; /* hsl(216 12% 84%) */
+
     --node-selected: 234 89% 74%;
     --background: 224 28% 7.5%; /* hsl(224 10% 7.5%) */
     --foreground: 213 31% 80%; /* hsl(213 31% 91%) */
diff --git a/src/frontend/src/types/flow/index.ts b/src/frontend/src/types/flow/index.ts
index 2f8457138..573ae688d 100644
--- a/src/frontend/src/types/flow/index.ts
+++ b/src/frontend/src/types/flow/index.ts
@@ -30,6 +30,21 @@ export type NodeType = {
   selected?: boolean;
 };
 
+export interface noteClassType
+  extends Pick<APIClassType, "description" | "display_name" | "documentation"> {
+  template: {
+    backgroundColor: string;
+    [key: string]: any;
+  };
+}
+
+export interface noteDataType
+  extends Pick<NodeDataType, "showNode" | "type" | "id"> {
+  showNode?: boolean;
+  type: string;
+  node?: noteClassType;
+  id: string;
+}
 export type NodeDataType = {
   showNode?: boolean;
   type: string;
diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index 84467951d..dff2e8436 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -789,7 +789,10 @@ export function checkEdgeWithoutEscapedHandleIds(edges: Edge[]): boolean {
 }
 
 export function checkOldNodesOutput(nodes: NodeType[]): boolean {
-  return nodes.some((node) => !node.data.node?.outputs);
+  return nodes.some(
+    (node) =>
+      node.data.node?.outputs === undefined && node.type === "genericNode",
+  );
 }
 
 export function customStringify(obj: any): string {
diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts
index c554b59ac..d6ec2cd20 100644
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@@ -26,6 +26,7 @@ import {
   ChevronRight,
   ChevronRightSquare,
   ChevronUp,
+  ChevronsDownUp,
   ChevronsLeft,
   ChevronsRight,
   ChevronsUpDown,
@@ -137,6 +138,7 @@ import {
   Sparkles,
   Square,
   SquarePen,
+  StickyNote,
   Store,
   SunIcon,
   Table,
@@ -585,6 +587,8 @@ export const nodeIconsLucide: iconsType = {
   Command,
   ArrowBigUp,
   Dot,
+  StickyNote,
+  note: StickyNote,
   RotateCcw,
   Wrench,
   FolderPlusIcon,
@@ -596,6 +600,7 @@ export const nodeIconsLucide: iconsType = {
   MistralAI: MistralIcon,
   Upstash: UpstashSvgIcon,
   PGVector: CpuIcon,
+  ChevronsDownUp,
   Confluence: ConfluenceIcon,
   FreezeAll: freezeAllIcon,
   Table: Table,
diff --git a/src/frontend/src/utils/utils.ts b/src/frontend/src/utils/utils.ts
index b0e58ae00..1ba82a392 100644
--- a/src/frontend/src/utils/utils.ts
+++ b/src/frontend/src/utils/utils.ts
@@ -4,6 +4,7 @@ import clsx, { ClassValue } from "clsx";
 import { twMerge } from "tailwind-merge";
 import TableAutoCellRender from "../components/tableComponent/components/tableAutoCellRender";
 import {
+  DRAG_EVENTS_CUSTOM_TYPESS,
   MESSAGES_TABLE_ORDER,
   MODAL_CLASSES,
   SHORTCUT_KEYS,
@@ -621,3 +622,11 @@ export function addPlusSignes(array: string[]): string[] {
     return "+" + key;
   });
 }
+
+export function isSupportedNodeTypes(type: string) {
+  return Object.keys(DRAG_EVENTS_CUSTOM_TYPESS).some((key) => key === type);
+}
+
+export function getNodeRenderType(MIMEtype: string) {
+  return DRAG_EVENTS_CUSTOM_TYPESS[MIMEtype];
+}
diff --git a/src/frontend/tailwind.config.mjs b/src/frontend/tailwind.config.mjs
index c671b13eb..a3502d458 100644
--- a/src/frontend/tailwind.config.mjs
+++ b/src/frontend/tailwind.config.mjs
@@ -67,6 +67,7 @@ const config = {
         "dark-blue": "var(--dark-blue)",
         "dark-gray": "var(--dark-gray)",
         "dark-red": "var(--dark-red)",
+        "note-placeholder": "var(--note-placeholder)",
         error: {
           DEFAULT: "var(--error)",
           background: "var(--error-background)",
diff --git a/src/frontend/tests/end-to-end/stop-building.spec.ts b/src/frontend/tests/end-to-end/stop-building.spec.ts
index 175b28c40..bc8449773 100644
--- a/src/frontend/tests/end-to-end/stop-building.spec.ts
+++ b/src/frontend/tests/end-to-end/stop-building.spec.ts
@@ -222,6 +222,8 @@ test("user must be able to stop a building", async ({ page }) => {
 
   await page.getByTestId("stop_building_button").click();
 
+  await page.waitForTimeout(1000);
+
   expect(await page.getByTestId("loading_icon").isHidden()).toBeTruthy();
   expect(
     await page.getByTestId("stop_building_button").isEnabled(),
diff --git a/src/frontend/tests/scheduled-end-to-end/sticky-notes.spec.ts b/src/frontend/tests/scheduled-end-to-end/sticky-notes.spec.ts
new file mode 100644
index 000000000..500bc3601
--- /dev/null
+++ b/src/frontend/tests/scheduled-end-to-end/sticky-notes.spec.ts
@@ -0,0 +1,185 @@
+import { ENABLE_MVPS } from "@/../../src/customization/feature-flags";
+import { expect, test } from "@playwright/test";
+import uaParser from "ua-parser-js";
+
+test("user should be able to interact with sticky notes", async ({ page }) => {
+  // prevent test from failing if feature flag is disabled
+  if (!ENABLE_MVPS) {
+    return;
+  }
+  await page.goto("/");
+  await page.waitForSelector('[data-testid="mainpage_title"]', {
+    timeout: 30000,
+  });
+
+  await page.waitForSelector('[id="new-project-btn"]', {
+    timeout: 30000,
+  });
+
+  let modalCount = 0;
+  try {
+    const modalTitleElement = await page?.getByTestId("modal-title");
+    if (modalTitleElement) {
+      modalCount = await modalTitleElement.count();
+    }
+  } catch (error) {
+    modalCount = 0;
+  }
+
+  const getUA = await page.evaluate(() => navigator.userAgent);
+  const userAgentInfo = uaParser(getUA);
+  let control = "Control";
+
+  if (userAgentInfo.os.name.includes("Mac")) {
+    control = "Meta";
+  }
+
+  const noteText = `
+  Artificial Intelligence (AI) has rapidly evolved from a speculative concept in science fiction to a transformative force reshaping industries and everyday life. The term AI encompasses a broad range of technologies, from simple algorithms designed to perform specific tasks to complex systems capable of learning and adapting independently. As AI continues to advance, its applications are becoming increasingly diverse, impacting everything from healthcare to finance, entertainment, and beyond.
+
+At its core, AI is about creating systems that can perform tasks that would typically require human intelligence. This includes abilities such as visual perception, speech recognition, decision-making, and even language translation. The development of AI can be traced back to the mid-20th century, when pioneers like Alan Turing began exploring the idea of machines that could think. Turing's famous "Turing Test" proposed a benchmark for AI, where a machine would be considered intelligent if it could engage in a conversation with a human without being detected as a machine.
+
+The early days of AI research were marked by optimism, with researchers believing that human-like intelligence in machines was just around the corner. However, progress was slower than expected, leading to periods known as "AI winters," where interest and funding in the field waned. Despite these setbacks, AI research persisted, and by the 21st century, significant breakthroughs began to emerge.
+
+One of the key drivers of modern AI is the availability of vast amounts of data. The internet and the proliferation of digital devices have generated unprecedented quantities of data, which AI systems can analyze to identify patterns and make predictions. This data-driven approach is at the heart of machine learning, a subset of AI that focuses on teaching machines to learn from experience rather than relying on explicitly programmed instructions.
+
+Machine learning has enabled remarkable advancements in AI, particularly in areas like image and speech recognition. For example, AI systems can now accurately identify objects in images, transcribe spoken words into text, and even understand natural language. These capabilities have led to the development of virtual assistants like Siri, Alexa, and Google Assistant, which can perform a wide range of tasks, from setting reminders to controlling smart home devices.
+
+Another important development in AI is the rise of deep learning, a type of machine learning that uses artificial neural networks to model complex patterns in data. Deep learning has been instrumental in achieving breakthroughs in areas such as computer vision and natural language processing. For instance, deep learning algorithms power the facial recognition systems used in security applications and the language models behind advanced chatbots and translation services.
+
+AI's impact is not limited to consumer applications; it is also transforming industries on a larger scale. In healthcare, AI is being used to analyze medical images, predict patient outcomes, and even discover new drugs. In finance, AI-driven algorithms are used for trading, fraud detection, and personalized financial advice. The automotive industry is leveraging AI to develop self-driving cars, which have the potential to reduce accidents and revolutionize transportation.
+
+Despite its many benefits, AI also raises important ethical and societal questions. As AI systems become more capable, there are concerns about job displacement, privacy, and the potential for bias in decision-making. AI algorithms are only as good as the data they are trained on, and if that data is biased, the AI's decisions may be biased as well. This has led to calls for greater transparency and accountability in AI development, as well as discussions about the need for regulations to ensure that AI is used responsibly.
+
+The future of AI is both exciting and uncertain. As the technology continues to advance, it will undoubtedly bring about profound changes in society. The challenge will be to harness AI's potential for good while addressing the ethical and societal issues that arise. Whether it's through smarter healthcare, more efficient transportation, or enhanced creativity, AI has the potential to reshape the world in ways we are only beginning to imagine. The journey of AI is far from over, and its impact will be felt for generations to come.
+  `;
+
+  const randomTitle = Math.random().toString(36).substring(7);
+
+  while (modalCount === 0) {
+    await page.getByText("New Project", { exact: true }).click();
+    await page.waitForTimeout(3000);
+    modalCount = await page.getByTestId("modal-title")?.count();
+  }
+
+  await page.waitForSelector('[data-testid="blank-flow"]', {
+    timeout: 30000,
+  });
+  await page.getByTestId("blank-flow").click();
+  await page.waitForSelector('[data-testid="extended-disclosure"]', {
+    timeout: 30000,
+  });
+  await page.getByTestId("add_note").click();
+
+  await page.waitForTimeout(1000);
+
+  const targetElement = await page.locator('//*[@id="react-flow-id"]');
+
+  await page.mouse.up();
+  await page.mouse.down();
+
+  await page.waitForSelector('[title="fit view"]', {
+    timeout: 100000,
+  });
+
+  await page.getByTitle("fit view").click();
+  await page.getByTitle("zoom out").click();
+  await page.getByTitle("zoom out").click();
+
+  await page.getByTestId("note_node").click();
+
+  await page.getByTestId("title-Note").dblclick();
+  await page.waitForTimeout(1000);
+  await page.getByTestId("popover-anchor-input-title-Note").fill(randomTitle);
+
+  await page.getByTestId("note_icon").first().dblclick();
+
+  await page.locator(".generic-node-desc").last().dblclick();
+  await page.getByTestId("textarea").fill(noteText);
+
+  expect(await page.getByText("2500/2500")).toBeVisible();
+
+  await page.getByTestId("note_icon").first().dblclick();
+
+  const textMarkdown = await page.locator(".markdown").innerText();
+
+  const textLength = textMarkdown.length;
+  const noteTextLength = noteText.length;
+
+  expect(textLength).toBeLessThan(noteTextLength);
+
+  await page.getByTestId("note_node").click();
+
+  let element = await page.getByTestId("note_node");
+
+  let hasStyles = await element?.evaluate((el) => {
+    const style = window.getComputedStyle(el);
+    return style.backgroundColor === "rgb(224, 231, 255)";
+  });
+  expect(hasStyles).toBe(true);
+
+  await page.getByTestId("note_node").click();
+
+  await page.getByTestId("color_picker").click();
+
+  await page.getByTestId("color_picker_button_red").click();
+  await page.waitForTimeout(1000);
+
+  await page.getByTestId("note_node").click();
+
+  element = await page.getByTestId("note_node");
+
+  hasStyles = await element?.evaluate((el) => {
+    const style = window.getComputedStyle(el);
+    return style.backgroundColor === "rgb(254, 226, 226)";
+  });
+  expect(hasStyles).toBe(true);
+
+  await page.getByTestId("note_node").click();
+  await page.getByTestId("more-options-modal").click();
+
+  await page.getByText("Duplicate").click();
+
+  let titleNumber = await page.getByText(randomTitle).count();
+  expect(titleNumber).toBe(2);
+
+  await page.getByTestId("note_node").last().click();
+  await page.getByTestId("more-options-modal").click();
+
+  await page.getByText("Copy").click();
+
+  await page.waitForTimeout(1000);
+
+  await page.getByTitle("fit view").click();
+  await page.getByTitle("zoom out").click();
+  await page.getByTitle("zoom out").click();
+
+  targetElement.focus();
+  targetElement.click();
+  await page.waitForTimeout(1000);
+  targetElement.click();
+  await page.waitForTimeout(1000);
+  targetElement.click();
+  await page.keyboard.press(`${control}+v`);
+
+  await page.waitForTimeout(1000);
+
+  titleNumber = await page.getByText(randomTitle).count();
+  expect(titleNumber).toBe(3);
+
+  await page.getByTestId("note_node").last().click();
+  await page.getByTestId("more-options-modal").click();
+  await page.getByText("Delete").last().click();
+
+  await page.waitForTimeout(1000);
+
+  await page.getByTestId("note_node").last().click();
+  await page.getByTestId("more-options-modal").click();
+  await page.getByText("Delete").last().click();
+
+  await page.waitForTimeout(1000);
+
+  titleNumber = await page.getByText(randomTitle).count();
+
+  expect(titleNumber).toBe(1);
+});