diff --git a/docs/docs/components/embeddings.mdx b/docs/docs/components/embeddings.mdx
index 5b134f08d..1b7ca1dbe 100644
--- a/docs/docs/components/embeddings.mdx
+++ b/docs/docs/components/embeddings.mdx
@@ -12,6 +12,22 @@ Embeddings are vector representations of text that capture the semantic meaning
 
 ---
 
+### BedrockEmbeddings
+
+Used to load [Amazon Bedrocks’s](https://aws.amazon.com/bedrock/) embedding models.
+
+**Params**
+
+- **credentials_profile_name:** The name of the profile in the ~/.aws/credentials or ~/.aws/config files, which has either access keys or role information specified. If not specified, the default credential profile or, if on an EC2 instance, credentials from IMDS will be used. See [the AWS documentation](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html) for more details.
+
+- **model_id:** Id of the model to call, e.g., amazon.titan-embed-text-v1, this is equivalent to the modelId property in the list-foundation-models api.
+
+- **endpoint_url:** Needed if you don’t want to default to us-east-1 endpoint.
+
+- **region_name:** The aws region e.g., us-west-2. Fallsback to AWS_DEFAULT_REGION env variable or region specified in ~/.aws/config in case it is not provided here.
+
+---
+
 ### CohereEmbeddings
 
 Used to load [Cohere’s](https://cohere.com/) embedding models.
diff --git a/poetry.lock b/poetry.lock
index 608c5a208..1690dc0d2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -149,13 +149,13 @@ typing-extensions = "*"
 
 [[package]]
 name = "alembic"
-version = "1.12.0"
+version = "1.12.1"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"},
-    {file = "alembic-1.12.0.tar.gz", hash = "sha256:8e7645c32e4f200675e69f0745415335eb59a3663f5feb487abfa0b30c45888b"},
+    {file = "alembic-1.12.1-py3-none-any.whl", hash = "sha256:47d52e3dfb03666ed945becb723d6482e52190917fdb47071440cfdba05d92cb"},
+    {file = "alembic-1.12.1.tar.gz", hash = "sha256:bca5877e9678b454706347bc10b97cb7d67f300320fa5c3a94423e8266e2823f"},
 ]
 
 [package.dependencies]
@@ -272,20 +272,21 @@ tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "asttokens"
-version = "2.4.0"
+version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
-    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
 [package.dependencies]
 six = ">=1.12.0"
 
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "async-timeout"
@@ -330,17 +331,6 @@ files = [
 [package.dependencies]
 cryptography = ">=3.2"
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
-
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -352,6 +342,22 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
+[[package]]
+name = "bce-python-sdk"
+version = "0.8.92"
+description = "BCE SDK for python"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+files = [
+    {file = "bce-python-sdk-0.8.92.tar.gz", hash = "sha256:e44ae102f32b3ac61bf31e774dc953e6723d8d47c4df489c0dafb9522207a4db"},
+    {file = "bce_python_sdk-0.8.92-py3-none-any.whl", hash = "sha256:7b540004e858bfa6f39ab033f65b750719482caa354ceb65d2c2606680059817"},
+]
+
+[package.dependencies]
+future = ">=0.6.0"
+pycryptodome = ">=3.8.0"
+six = ">=1.4.0"
+
 [[package]]
 name = "bcrypt"
 version = "4.0.1"
@@ -459,15 +465,56 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "blinker"
-version = "1.6.3"
+version = "1.7.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "blinker-1.6.3-py3-none-any.whl", hash = "sha256:296320d6c28b006eb5e32d4712202dbcdcbf5dc482da298c2f44881c43884aaa"},
-    {file = "blinker-1.6.3.tar.gz", hash = "sha256:152090d27c1c5c722ee7e48504b02d76502811ce02e1523553b4cf8c8b3d3a8d"},
+    {file = "blinker-1.7.0-py3-none-any.whl", hash = "sha256:c3f865d4d54db7abc53758a01601cf343fe55b84c1de4e3fa910e420b438d5b9"},
+    {file = "blinker-1.7.0.tar.gz", hash = "sha256:e6820ff6fa4e4d1d8e2747c2283749c3f547e4fee112b98555cdcdae32996182"},
 ]
 
+[[package]]
+name = "boto3"
+version = "1.28.77"
+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "boto3-1.28.77-py3-none-any.whl", hash = "sha256:c0899e54df362bea0ae329da59b0a00e4be5e220e99dc764802ed83cdfc4285c"},
+    {file = "boto3-1.28.77.tar.gz", hash = "sha256:1a47e5b8faea527bb2a40d0cf58faf0d09b5a46cf5658e2c5729479af20c96b8"},
+]
+
+[package.dependencies]
+botocore = ">=1.31.77,<1.32.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.7.0,<0.8.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.31.77"
+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "botocore-1.31.77-py3-none-any.whl", hash = "sha256:4c5c9562b5d1fb8355314ddf37142edf3f6abd7526f4a68cc1b6cd79bdda48ec"},
+    {file = "botocore-1.31.77.tar.gz", hash = "sha256:509168151f8a0e1b8296031a7fc7822d59d027865d3baa86917682b311a74d26"},
+]
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = [
+    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
+]
+
+[package.extras]
+crt = ["awscrt (==0.16.26)"]
+
 [[package]]
 name = "brotli"
 version = "1.1.0"
@@ -715,101 +762,101 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.1"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
@@ -906,91 +953,91 @@ testing = ["pytest (>=7.2.1)", "pytest-cov (>=4.0.0)", "tox (>=4.4.3)"]
 
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 ]
 
 [package.dependencies]
@@ -1054,6 +1101,23 @@ humanfriendly = ">=9.1"
 [package.extras]
 cron = ["capturer (>=2.4)"]
 
+[[package]]
+name = "colorlog"
+version = "6.7.0"
+description = "Add colours to the output of Python's logging module."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "colorlog-6.7.0-py2.py3-none-any.whl", hash = "sha256:0d33ca236784a1ba3ff9c532d4964126d8a2c44f1f0cb1d2b0728196f512f662"},
+    {file = "colorlog-6.7.0.tar.gz", hash = "sha256:bd94bd21c1e13fac7bd3153f4bc3a7dc0eb0974b8bc2fdf1a989e474f6e582e5"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
+
 [[package]]
 name = "comm"
 version = "0.1.4"
@@ -1514,6 +1578,27 @@ files = [
 [package.extras]
 dev = ["coverage", "coveralls", "pytest"]
 
+[[package]]
+name = "erniebot"
+version = "0.4.0"
+description = "Python library for the ERNIE Bot"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "erniebot-0.4.0-py3-none-any.whl", hash = "sha256:fc80f7496f551449c3fa4e7af0ebb5e769f1842e8ffb49d4f68062cde66de083"},
+]
+
+[package.dependencies]
+aiohttp = "*"
+bce-python-sdk = "*"
+colorlog = "*"
+jsonschema = ">=4.19"
+requests = ">=2.20"
+typing-extensions = "*"
+
+[package.extras]
+docs = ["Sphinx", "commonmark", "mkdocs", "mkdocs-material", "mkdocs-material-extensions", "pymdown-extensions", "recommonmark", "sphinx-markdown-tables"]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.1.3"
@@ -1544,13 +1629,13 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "2.0.0"
+version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
-    {file = "executing-2.0.0-py2.py3-none-any.whl", hash = "sha256:06df6183df67389625f4e763921c6cf978944721abf3e714000200aab95b0657"},
-    {file = "executing-2.0.0.tar.gz", hash = "sha256:0ff053696fdeef426cda5bd18eacd94f82c91f49823a2e9090124212ceea9b08"},
+    {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"},
+    {file = "executing-2.0.1.tar.gz", hash = "sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147"},
 ]
 
 [package.extras]
@@ -1606,13 +1691,13 @@ importlib-resources = {version = ">=5.0", markers = "python_version < \"3.10\""}
 
 [[package]]
 name = "fastapi"
-version = "0.104.0"
+version = "0.104.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fastapi-0.104.0-py3-none-any.whl", hash = "sha256:456482c1178fb7beb2814b88e1885bc49f9a81f079665016feffe3e1c6a7663e"},
-    {file = "fastapi-0.104.0.tar.gz", hash = "sha256:9c44de45693ae037b0c6914727a29c49a40668432b67c859a87851fc6a7b74c6"},
+    {file = "fastapi-0.104.1-py3-none-any.whl", hash = "sha256:752dc31160cdbd0436bb93bad51560b57e525cbb1d4bbf6f4904ceee75548241"},
+    {file = "fastapi-0.104.1.tar.gz", hash = "sha256:e5e4540a7c5e1dcfbbcf5b903c234feddcdcd881f191977a1c5dfd917487e7ae"},
 ]
 
 [package.dependencies]
@@ -1666,19 +1751,19 @@ zstandard = ["zstandard"]
 
 [[package]]
 name = "filelock"
-version = "3.12.4"
+version = "3.13.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.12.4-py3-none-any.whl", hash = "sha256:08c21d87ded6e2b9da6728c3dff51baf1dcecf973b768ef35bcbc3447edb9ad4"},
-    {file = "filelock-3.12.4.tar.gz", hash = "sha256:2e6f249f1f3654291606e046b09f1fd5eac39b360664c27f5aad072012f8bcbd"},
+    {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
+    {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1.24)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
-typing = ["typing-extensions (>=4.7.1)"]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "filetype"
@@ -1875,6 +1960,16 @@ smb = ["smbprotocol"]
 ssh = ["paramiko"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "future"
+version = "0.18.3"
+description = "Clean single-source support for Python 3 and 2"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "future-0.18.3.tar.gz", hash = "sha256:34a17436ed1e96697a86f9de3d15a3b0be01d8bc8de9c1dffd59fb8234ed5307"},
+]
+
 [[package]]
 name = "gevent"
 version = "23.9.1"
@@ -2086,13 +2181,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.105.0"
+version = "2.106.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-python-client-2.105.0.tar.gz", hash = "sha256:0a8b32cfc2d9b3c1868ae6faef7ee1ab9c89a6cec30be709ea9c97f9a3e5902d"},
-    {file = "google_api_python_client-2.105.0-py2.py3-none-any.whl", hash = "sha256:571ce7c41e53415e385aab5a955725f71780550683ffcb71596f5809677d40b7"},
+    {file = "google-api-python-client-2.106.0.tar.gz", hash = "sha256:f6a3862be2f6e5e0536d7bd47b5af3f24ac0b9147c76c830cafb3329d71d5724"},
+    {file = "google_api_python_client-2.106.0-py2.py3-none-any.whl", hash = "sha256:c47c0dae5dd20aa43e4ea184566fe59d0c8fd0b86dd223b29040d8ea4f7ed6ea"},
 ]
 
 [package.dependencies]
@@ -2104,13 +2199,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.23.3"
+version = "2.23.4"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.23.3.tar.gz", hash = "sha256:6864247895eea5d13b9c57c9e03abb49cb94ce2dc7c58e91cba3248c7477c9e3"},
-    {file = "google_auth-2.23.3-py2.py3-none-any.whl", hash = "sha256:a8f4608e65c244ead9e0538f181a96c6e11199ec114d41f1d7b1bffa96937bda"},
+    {file = "google-auth-2.23.4.tar.gz", hash = "sha256:79905d6b1652187def79d491d6e23d0cbb3a21d3c7ba0dbaa9c8a01906b13ff3"},
+    {file = "google_auth-2.23.4-py2.py3-none-any.whl", hash = "sha256:d4bbc92fe4b8bfd2f3e8d88e5ba7085935da208ee38a134fc280e7ce682a05f2"},
 ]
 
 [package.dependencies]
@@ -2142,13 +2237,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.35.0"
+version = "1.36.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.35.0.tar.gz", hash = "sha256:37fba7528739097463331d19695aab636286b029c7d0a0c021620d30d314015c"},
-    {file = "google_cloud_aiplatform-1.35.0-py2.py3-none-any.whl", hash = "sha256:95c8e16d3beb296b2d47d3899226f1bfc9663bc4c9eea8260c5fb7612b9b44b9"},
+    {file = "google-cloud-aiplatform-1.36.0.tar.gz", hash = "sha256:c35eb179fa3107c262024a63bb4a3dc1887678424a0b9f49f0da3f5179896186"},
+    {file = "google_cloud_aiplatform-1.36.0-py2.py3-none-any.whl", hash = "sha256:06adb1605208a9bdbadd8c4deeaeb6511a7f59220ef606e2d95ccc1da705ebda"},
 ]
 
 [package.dependencies]
@@ -2166,7 +2261,7 @@ 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 (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
-full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (==0.0.11)", "google-vizier (==0.0.11)", "google-vizier (==0.0.4)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
+full = ["cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (==0.0.11)", "google-vizier (==0.0.4)", "google-vizier (>=0.0.14)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)", "requests (>=2.28.1)", "starlette (>=0.17.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (==5.3.1)"]
@@ -2175,19 +2270,19 @@ preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)"]
 private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
 ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)"]
 tensorboard = ["tensorflow (>=2.3.0,<3.0.0dev)"]
-testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (==0.0.11)", "google-vizier (==0.0.11)", "google-vizier (==0.0.4)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "ipython", "kfp", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<=2.12.0)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost", "xgboost-ray"]
-vizier = ["google-vizier (==0.0.11)", "google-vizier (==0.0.11)", "google-vizier (==0.0.4)", "google-vizier (>=0.1.6)"]
+testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.103.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (==0.0.11)", "google-vizier (==0.0.4)", "google-vizier (>=0.0.14)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "ipython", "kfp", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (==5.3.1)", "ray[default] (>=2.4,<2.5)", "ray[default] (>=2.5,<2.5.1)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<=2.12.0)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost", "xgboost-ray"]
+vizier = ["google-vizier (==0.0.11)", "google-vizier (==0.0.4)", "google-vizier (>=0.0.14)", "google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.12.0"
+version = "3.13.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.12.0.tar.gz", hash = "sha256:1af93c5c28a18b13190bce479b793aaae56c0ecf7e1da73b4ba5798eca054a07"},
-    {file = "google_cloud_bigquery-3.12.0-py2.py3-none-any.whl", hash = "sha256:e68851addfe0394ab7662bd58aa0e5a4527e7156568cc0410129ccb8a460a009"},
+    {file = "google-cloud-bigquery-3.13.0.tar.gz", hash = "sha256:794ccfc93ccb0e0ad689442f896f9c82de56da0fe18a195531bb37096c2657d6"},
+    {file = "google_cloud_bigquery-3.13.0-py2.py3-none-any.whl", hash = "sha256:eda3dbcff676e17962c54e5224e415b55e4f6833a5c896c6c8902b69e7dba4b4"},
 ]
 
 [package.dependencies]
@@ -2202,9 +2297,9 @@ python-dateutil = ">=2.7.2,<3.0dev"
 requests = ">=2.21.0,<3.0.0dev"
 
 [package.extras]
-all = ["Shapely (>=1.8.4,<2.0dev)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
+all = ["Shapely (>=1.8.4,<3.0.0dev)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
 bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
-geopandas = ["Shapely (>=1.8.4,<2.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
+geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
 ipython = ["ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)"]
 ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
 opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
@@ -2248,13 +2343,13 @@ 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-cloud-storage"
-version = "2.12.0"
+version = "2.13.0"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-storage-2.12.0.tar.gz", hash = "sha256:57c0bcda2f5e11f008a155d8636d8381d5abab46b58e0cae0e46dd5e595e6b46"},
-    {file = "google_cloud_storage-2.12.0-py2.py3-none-any.whl", hash = "sha256:bc52563439d42981b6e21b071a76da2791672776eda3ba99d13a8061ebbd6e5e"},
+    {file = "google-cloud-storage-2.13.0.tar.gz", hash = "sha256:f62dc4c7b6cd4360d072e3deb28035fbdad491ac3d9b0b1815a12daea10f37c7"},
+    {file = "google_cloud_storage-2.13.0-py2.py3-none-any.whl", hash = "sha256:ab0bf2e1780a1b74cf17fccb13788070b729f50c252f0c94ada2aae0ca95437d"},
 ]
 
 [package.dependencies]
@@ -2399,17 +2494,17 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "gotrue"
-version = "1.2.0"
+version = "1.3.0"
 description = "Python Client Library for GoTrue"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "gotrue-1.2.0-py3-none-any.whl", hash = "sha256:b44fb3807b1ee96751cb7a64a75aa5f21d610a0de2431e4c6e81045d8cda3c79"},
-    {file = "gotrue-1.2.0.tar.gz", hash = "sha256:f80befe60d713d5b524e70591fc22df4c5be5821d370585693cd76ac8c45eeeb"},
+    {file = "gotrue-1.3.0-py3-none-any.whl", hash = "sha256:b2b08148b253f6bb6f605a269301a5a5e328730f7ad5a13c66adb5818b07c40d"},
+    {file = "gotrue-1.3.0.tar.gz", hash = "sha256:5fdd4e01b5ab1aadec8e1fd38b2570dffb21ece5c21a523c6cb8ab0bf44f3ee1"},
 ]
 
 [package.dependencies]
-httpx = ">=0.23,<0.25"
+httpx = ">=0.23,<0.26"
 pydantic = ">=1.10,<3"
 
 [[package]]
@@ -3009,25 +3104,23 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.16.1"
+version = "8.17.2"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "ipython-8.16.1-py3-none-any.whl", hash = "sha256:0852469d4d579d9cd613c220af7bf0c9cc251813e12be647cb9d463939db9b1e"},
-    {file = "ipython-8.16.1.tar.gz", hash = "sha256:ad52f58fca8f9f848e256c629eff888efc0528c12fe0f8ec14f33205f23ef938"},
+    {file = "ipython-8.17.2-py3-none-any.whl", hash = "sha256:1e4d1d666a023e3c93585ba0d8e962867f7a111af322efff6b9c58062b3e5444"},
+    {file = "ipython-8.17.2.tar.gz", hash = "sha256:126bb57e1895594bb0d91ea3090bbd39384f6fe87c3d57fd558d0670f50339bb"},
 ]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
 prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
@@ -3035,17 +3128,17 @@ traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
 
 [[package]]
 name = "itsdangerous"
@@ -3258,6 +3351,17 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+description = "JSON Matching Expressions"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
+    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+]
+
 [[package]]
 name = "joblib"
 version = "1.3.2"
@@ -3294,6 +3398,41 @@ files = [
     {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
 ]
 
+[[package]]
+name = "jsonschema"
+version = "4.19.2"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema-4.19.2-py3-none-any.whl", hash = "sha256:eee9e502c788e89cb166d4d37f43084e3b64ab405c795c03d343a4dbc2c810fc"},
+    {file = "jsonschema-4.19.2.tar.gz", hash = "sha256:c9ff4d7447eed9592c23a12ccee508baf0dd0d59650615e847feb6cdca74f392"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
+    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
+]
+
+[package.dependencies]
+referencing = ">=0.28.0"
+
 [[package]]
 name = "jupyter-client"
 version = "8.5.0"
@@ -3319,13 +3458,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
-version = "5.4.0"
+version = "5.5.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_core-5.4.0-py3-none-any.whl", hash = "sha256:66e252f675ac04dcf2feb6ed4afb3cd7f68cf92f483607522dc251f32d471571"},
-    {file = "jupyter_core-5.4.0.tar.gz", hash = "sha256:e4b98344bb94ee2e3e6c4519a97d001656009f9cb2b7f2baf15b3c205770011d"},
+    {file = "jupyter_core-5.5.0-py3-none-any.whl", hash = "sha256:e11e02cd8ae0a9de5c6c44abf5727df9f2581055afe00b22183f621ba3585805"},
+    {file = "jupyter_core-5.5.0.tar.gz", hash = "sha256:880b86053bf298a8724994f95e99b99130659022a4f7f45f563084b6223861d3"},
 ]
 
 [package.dependencies]
@@ -3334,7 +3473,7 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
@@ -3372,13 +3511,13 @@ zookeeper = ["kazoo (>=2.8.0)"]
 
 [[package]]
 name = "langchain"
-version = "0.0.320"
+version = "0.0.327"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langchain-0.0.320-py3-none-any.whl", hash = "sha256:53e32b581a8a0215a78086bc19725ef287a4daf4009733dfc9995d657433291c"},
-    {file = "langchain-0.0.320.tar.gz", hash = "sha256:e2dee9779583220d4031307f54169ac65fe23b81cb425756d54dce1277aef4ba"},
+    {file = "langchain-0.0.327-py3-none-any.whl", hash = "sha256:21835600e1ab11e2a939d9e473c13ed51402a3b75418ca02689877a5764da398"},
+    {file = "langchain-0.0.327.tar.gz", hash = "sha256:2710fba0c0735d1a63327cad83387571adc457fe75075c70335e8ea628f0a8a2"},
 ]
 
 [package.dependencies]
@@ -3387,7 +3526,7 @@ anyio = "<4.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.0.43,<0.1.0"
+langsmith = ">=0.0.52,<0.1.0"
 numpy = ">=1,<2"
 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
@@ -3396,14 +3535,14 @@ SQLAlchemy = ">=1.4,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
-all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "amadeus (>=8.1.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.9,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clarifai (>=9.1.0)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=4,<5)", "deeplake (>=3.6.8,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.6,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "libdeeplake (>=0.0.60,<0.0.61)", "librosa (>=0.10.0.post2,<0.11.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "marqo (>=1.2.4,<2.0.0)", "momento (>=1.10.1,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<4)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "python-arango (>=7.5.9,<8.0.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.3.1,<2.0.0)", "rdflib (>=6.3.2,<7.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.6.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
+all = ["O365 (>=2.0.26,<3.0.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "amadeus (>=8.1.0)", "arxiv (>=1.4,<2.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "awadb (>=0.3.9,<0.4.0)", "azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "beautifulsoup4 (>=4,<5)", "clarifai (>=9.1.0)", "clickhouse-connect (>=0.5.14,<0.6.0)", "cohere (>=4,<5)", "deeplake (>=3.8.3,<4.0.0)", "docarray[hnswlib] (>=0.32.0,<0.33.0)", "duckduckgo-search (>=3.8.3,<4.0.0)", "elasticsearch (>=8,<9)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "google-api-python-client (==2.70.0)", "google-auth (>=2.18.1,<3.0.0)", "google-search-results (>=2,<3)", "gptcache (>=0.1.7)", "html2text (>=2020.1.16,<2021.0.0)", "huggingface_hub (>=0,<1)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lancedb (>=0.1,<0.2)", "langkit (>=0.0.6,<0.1.0)", "lark (>=1.1.5,<2.0.0)", "librosa (>=0.10.0.post2,<0.11.0)", "lxml (>=4.9.2,<5.0.0)", "manifest-ml (>=0.0.1,<0.0.2)", "marqo (>=1.2.4,<2.0.0)", "momento (>=1.10.1,<2.0.0)", "nebula3-python (>=3.4.0,<4.0.0)", "neo4j (>=5.8.1,<6.0.0)", "networkx (>=2.6.3,<4)", "nlpcloud (>=1,<2)", "nltk (>=3,<4)", "nomic (>=1.0.43,<2.0.0)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "opensearch-py (>=2.0.0,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pexpect (>=4.8.0,<5.0.0)", "pgvector (>=0.1.6,<0.2.0)", "pinecone-client (>=2,<3)", "pinecone-text (>=0.4.2,<0.5.0)", "psycopg2-binary (>=2.9.5,<3.0.0)", "pymongo (>=4.3.3,<5.0.0)", "pyowm (>=3.3.0,<4.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pytesseract (>=0.3.10,<0.4.0)", "python-arango (>=7.5.9,<8.0.0)", "pyvespa (>=0.33.0,<0.34.0)", "qdrant-client (>=1.3.1,<2.0.0)", "rdflib (>=6.3.2,<7.0.0)", "redis (>=4,<5)", "requests-toolbelt (>=1.0.0,<2.0.0)", "sentence-transformers (>=2,<3)", "singlestoredb (>=0.7.1,<0.8.0)", "tensorflow-text (>=2.11.0,<3.0.0)", "tigrisdb (>=1.0.0b6,<2.0.0)", "tiktoken (>=0.3.2,<0.6.0)", "torch (>=1,<3)", "transformers (>=4,<5)", "weaviate-client (>=3,<4)", "wikipedia (>=1,<2)", "wolframalpha (==5.0.0)"]
 azure = ["azure-ai-formrecognizer (>=3.2.1,<4.0.0)", "azure-ai-vision (>=0.11.1b1,<0.12.0)", "azure-cognitiveservices-speech (>=1.28.0,<2.0.0)", "azure-core (>=1.26.4,<2.0.0)", "azure-cosmos (>=4.4.0b1,<5.0.0)", "azure-identity (>=1.12.0,<2.0.0)", "azure-search-documents (==11.4.0b8)", "openai (>=0,<1)"]
 clarifai = ["clarifai (>=9.1.0)"]
 cli = ["typer (>=0.9.0,<0.10.0)"]
 cohere = ["cohere (>=4,<5)"]
 docarray = ["docarray[hnswlib] (>=0.32.0,<0.33.0)"]
 embeddings = ["sentence-transformers (>=2,<3)"]
-extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "amazon-textract-caller (<2)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "dashvector (>=1.0.1,<2.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (>=0,<1)", "openapi-pydantic (>=0.3.2,<0.4.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
+extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.0,<3.0.0)", "anthropic (>=0.3.11,<0.4.0)", "arxiv (>=1.4,<2.0)", "assemblyai (>=0.17.0,<0.18.0)", "atlassian-python-api (>=3.36.0,<4.0.0)", "beautifulsoup4 (>=4,<5)", "bibtexparser (>=1.4.0,<2.0.0)", "cassio (>=0.1.0,<0.2.0)", "chardet (>=5.1.0,<6.0.0)", "dashvector (>=1.0.1,<2.0.0)", "esprima (>=4.0.1,<5.0.0)", "faiss-cpu (>=1,<2)", "feedparser (>=6.0.10,<7.0.0)", "fireworks-ai (>=0.6.0,<0.7.0)", "geopandas (>=0.13.1,<0.14.0)", "gitpython (>=3.1.32,<4.0.0)", "google-cloud-documentai (>=2.20.1,<3.0.0)", "gql (>=3.4.1,<4.0.0)", "html2text (>=2020.1.16,<2021.0.0)", "jinja2 (>=3,<4)", "jq (>=1.4.1,<2.0.0)", "jsonschema (>1)", "lxml (>=4.9.2,<5.0.0)", "markdownify (>=0.11.6,<0.12.0)", "motor (>=3.3.1,<4.0.0)", "mwparserfromhell (>=0.6.4,<0.7.0)", "mwxml (>=0.3.3,<0.4.0)", "newspaper3k (>=0.2.8,<0.3.0)", "numexpr (>=2.8.6,<3.0.0)", "openai (>=0,<1)", "openapi-pydantic (>=0.3.2,<0.4.0)", "pandas (>=2.0.1,<3.0.0)", "pdfminer-six (>=20221105,<20221106)", "pgvector (>=0.1.6,<0.2.0)", "psychicapi (>=0.8.0,<0.9.0)", "py-trello (>=0.19.0,<0.20.0)", "pymupdf (>=1.22.3,<2.0.0)", "pypdf (>=3.4.0,<4.0.0)", "pypdfium2 (>=4.10.0,<5.0.0)", "pyspark (>=3.4.0,<4.0.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "rapidfuzz (>=3.1.1,<4.0.0)", "rapidocr-onnxruntime (>=1.3.2,<2.0.0)", "requests-toolbelt (>=1.0.0,<2.0.0)", "rspace_client (>=2.5.0,<3.0.0)", "scikit-learn (>=1.2.2,<2.0.0)", "sqlite-vss (>=0.1.2,<0.2.0)", "streamlit (>=1.18.0,<2.0.0)", "sympy (>=1.12,<2.0)", "telethon (>=1.28.5,<2.0.0)", "timescale-vector (>=0.0.1,<0.0.2)", "tqdm (>=4.48.0)", "upstash-redis (>=0.15.0,<0.16.0)", "xata (>=1.0.0a7,<2.0.0)", "xmltodict (>=0.13.0,<0.14.0)"]
 javascript = ["esprima (>=4.0.1,<5.0.0)"]
 llms = ["clarifai (>=9.1.0)", "cohere (>=4,<5)", "huggingface_hub (>=0,<1)", "manifest-ml (>=0.0.1,<0.0.2)", "nlpcloud (>=1,<2)", "openai (>=0,<1)", "openlm (>=0.0.5,<0.0.6)", "torch (>=1,<3)", "transformers (>=4,<5)"]
 openai = ["openai (>=0,<1)", "tiktoken (>=0.3.2,<0.6.0)"]
@@ -3443,33 +3582,33 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "1.1.3"
+version = "1.1.9"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langfuse-1.1.3-py3-none-any.whl", hash = "sha256:b34ac803715dcb6def1a2c425f7897b773357a6dfed80a4612d97eb4b71b9f45"},
-    {file = "langfuse-1.1.3.tar.gz", hash = "sha256:b0467889fcd2f96e113ccc4da3ef56e056b005a0ff3424ec815eaf80c2c30a7c"},
+    {file = "langfuse-1.1.9-py3-none-any.whl", hash = "sha256:1da02444d54d9d6090f015616ca76f33f7698215d88f855d7154c2a4d3a7dc11"},
+    {file = "langfuse-1.1.9.tar.gz", hash = "sha256:401de431d6fac7c3b6ccf8a409b9a4a29c00b6dd5572f5fa8a65aa2f324de9de"},
 ]
 
 [package.dependencies]
 attrs = ">=21.3.0"
 backoff = ">=2.2.1,<3.0.0"
 httpx = ">=0.15.4,<0.25.0"
-langchain = ">=0.0.309,<0.0.321"
+langchain = ">=0.0.309,<=0.0.327"
 pydantic = ">=1.10.7,<3.0"
 python-dateutil = ">=2.8.0,<3.0"
 pytz = ">=2023.3,<2024.0"
 
 [[package]]
 name = "langsmith"
-version = "0.0.51"
+version = "0.0.56"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
-    {file = "langsmith-0.0.51-py3-none-any.whl", hash = "sha256:6d65d038f8410344fba13a67437d1d7644a728983ca22ccf2c40dc32b8ba0368"},
-    {file = "langsmith-0.0.51.tar.gz", hash = "sha256:b014e16d95c48797e6ed7a053c952bbd23d3034883df4bca13cc958334332a7f"},
+    {file = "langsmith-0.0.56-py3-none-any.whl", hash = "sha256:5aed1ad2395700442a6511651eca17d60eff56878f18bdd9e1d20b3c6f7e016c"},
+    {file = "langsmith-0.0.56.tar.gz", hash = "sha256:98382931f61a984a3d02cad07e4b986a0a7c843f87830172692c987deb8ba554"},
 ]
 
 [package.dependencies]
@@ -3478,12 +3617,12 @@ requests = ">=2,<3"
 
 [[package]]
 name = "llama-cpp-python"
-version = "0.2.11"
+version = "0.2.13"
 description = "Python bindings for the llama.cpp library"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "llama_cpp_python-0.2.11.tar.gz", hash = "sha256:aae4820bb24aca61800bac771fb735dcc22b08c1374300782ab47eb65743723a"},
+    {file = "llama_cpp_python-0.2.13.tar.gz", hash = "sha256:def811fcc3a1b17bca5241ae242276cc2e679115cbbf1954d63ab079a788c37a"},
 ]
 
 [package.dependencies]
@@ -3499,13 +3638,13 @@ test = ["httpx (>=0.24.1)", "pytest (>=7.4.0)"]
 
 [[package]]
 name = "locust"
-version = "2.17.0"
+version = "2.18.1"
 description = "Developer friendly load testing framework"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "locust-2.17.0-py3-none-any.whl", hash = "sha256:72e4d41a5e674f5149cc6cb5d70b3382b4bfe38fba9e7a29f5368052b6e68d44"},
-    {file = "locust-2.17.0.tar.gz", hash = "sha256:e50bb4647370c22d27010cd700cc87a519a0f25fef012efa7b42af68982b58f0"},
+    {file = "locust-2.18.1-py3-none-any.whl", hash = "sha256:95cb37490487db693b9a85914ca13a962d74de7b9588519909a5a678512dfaef"},
+    {file = "locust-2.18.1.tar.gz", hash = "sha256:503985a240f8f8098636c9493689caca2cc923b83f241393bb2c92bde5801278"},
 ]
 
 [package.dependencies]
@@ -3521,7 +3660,6 @@ pywin32 = {version = "*", markers = "platform_system == \"Windows\""}
 pyzmq = ">=22.2.1,<23.0.0 || >23.0.0"
 requests = ">=2.23.0"
 roundrobin = ">=0.0.2"
-typing-extensions = ">=3.7.4.3"
 Werkzeug = ">=2.0.0"
 
 [[package]]
@@ -3836,13 +3974,13 @@ files = [
 
 [[package]]
 name = "metal-sdk"
-version = "2.4.0"
+version = "2.5.0"
 description = "SDK for getmetal.io"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "metal_sdk-2.4.0-py3-none-any.whl", hash = "sha256:46fb8b568b36170a2dd05d16b440e2fb48a1314ce6dc59fea0920b2550cfbfc7"},
-    {file = "metal_sdk-2.4.0.tar.gz", hash = "sha256:4cabbdb8263d9838902041352f78d847fce3a620fc1b9e6f8d9259d29a04453e"},
+    {file = "metal_sdk-2.5.0-py3-none-any.whl", hash = "sha256:1b86982cb152ad92dfd6a5818d4b548c8e8846535786b1e58ae69eaf397a4810"},
+    {file = "metal_sdk-2.5.0.tar.gz", hash = "sha256:66b2c215bf1b203a8980f5c01b78716d8e55f70aec3754a2b9f9fb7dab478b58"},
 ]
 
 [package.dependencies]
@@ -3851,13 +3989,13 @@ typing-extensions = "*"
 
 [[package]]
 name = "metaphor-python"
-version = "0.1.16"
+version = "0.1.17"
 description = "A Python package for the Metaphor API."
 optional = false
 python-versions = "*"
 files = [
-    {file = "metaphor-python-0.1.16.tar.gz", hash = "sha256:c26c3e8a37ef1b195073d556c929180c2b1acf7590a801da8d1b9afbdd82dd8f"},
-    {file = "metaphor_python-0.1.16-py3-none-any.whl", hash = "sha256:f3989a679f888cc0374593ab5e5a82b0f121c90b14d6eb5b813e861990dbb13b"},
+    {file = "metaphor-python-0.1.17.tar.gz", hash = "sha256:7695c38ac5c243d158334160ce0854c3b4ff01a86b531b9d8e6620270a53607c"},
+    {file = "metaphor_python-0.1.17-py3-none-any.whl", hash = "sha256:f3f6bfb93ee8c23e3d76b7c33eaf30a7a38897cd97774f872a272af71268ab13"},
 ]
 
 [package.dependencies]
@@ -4137,13 +4275,13 @@ files = [
 
 [[package]]
 name = "networkx"
-version = "3.2"
+version = "3.2.1"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "networkx-3.2-py3-none-any.whl", hash = "sha256:8b25f564bd28f94ac821c58b04ae1a3109e73b001a7d476e4bb0d00d63706bf8"},
-    {file = "networkx-3.2.tar.gz", hash = "sha256:bda29edf392d9bfa5602034c767d28549214ec45f620081f0b74dc036a1fbbc1"},
+    {file = "networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2"},
+    {file = "networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6"},
 ]
 
 [package.extras]
@@ -4178,6 +4316,47 @@ plot = ["matplotlib"]
 tgrep = ["pyparsing"]
 twitter = ["twython"]
 
+[[package]]
+name = "numexpr"
+version = "2.8.7"
+description = "Fast numerical expression evaluator for NumPy"
+optional = false
+python-versions = ">=3.9"
+files = [
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 ]
 
 [package.dependencies]
@@ -5658,6 +5867,7 @@ encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
 gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
 ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
+test = ["pytest (>=7)"]
 zstd = ["zstandard"]
 
 [[package]]
@@ -5676,13 +5886,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "3.16.4"
+version = "3.17.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -5690,7 +5900,7 @@ typing_extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\"
 
 [package.extras]
 crypto = ["PyCryptodome", "cryptography"]
-dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "wheel"]
+dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
 docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
@@ -6093,13 +6303,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qdrant-client"
-version = "1.6.3"
+version = "1.6.4"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.8,<3.13"
 files = [
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 ]
 
 [package.dependencies]
@@ -6114,121 +6324,118 @@ urllib3 = ">=1.26.14,<2.0.0"
 [package.extras]
 fastembed = ["fastembed (==0.1.1)"]
 
+[[package]]
+name = "qianfan"
+version = "0.0.5"
+description = "文心千帆大模型平台 Python SDK"
+optional = false
+python-versions = ">=3.7,<4"
+files = [
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+]
+
+[package.dependencies]
+aiohttp = ">=3.7.0"
+erniebot = ">=0.1.0"
+requests = ">=2.24"
+
 [[package]]
 name = "rapidfuzz"
-version = "3.4.0"
+version = "3.5.1"
 description = "rapid fuzzy string matching"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -6268,6 +6475,21 @@ async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2
 hiredis = ["hiredis (>=1.0.0)"]
 ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
 
+[[package]]
+name = "referencing"
+version = "0.30.2"
+description = "JSON Referencing + Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+rpds-py = ">=0.7.0"
+
 [[package]]
 name = "regex"
 version = "2023.10.3"
@@ -6414,6 +6636,114 @@ files = [
     {file = "roundrobin-0.0.4.tar.gz", hash = "sha256:7e9d19a5bd6123d99993fb935fa86d25c88bb2096e493885f61737ed0f5e9abd"},
 ]
 
+[[package]]
+name = "rpds-py"
+version = "0.10.6"
+description = "Python bindings to Rust's persistent data structures (rpds)"
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+]
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -6454,6 +6784,23 @@ files = [
     {file = "ruff-0.0.254.tar.gz", hash = "sha256:0eb66c9520151d3bd950ea43b3a088618a8e4e10a5014a72687881e6f3606312"},
 ]
 
+[[package]]
+name = "s3transfer"
+version = "0.7.0"
+description = "An Amazon S3 Transfer Manager"
+optional = false
+python-versions = ">= 3.7"
+files = [
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+    {file = "s3transfer-0.7.0.tar.gz", hash = "sha256:fd3889a66f5fe17299fe75b82eae6cf722554edca744ca5d5fe308b104883d2e"},
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+
+[package.dependencies]
+botocore = ">=1.12.36,<2.0a.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+
 [[package]]
 name = "safetensors"
 version = "0.4.0"
@@ -7400,13 +7747,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.12.0"
+version = "5.13.0"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -7415,13 +7762,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "transformers"
-version = "4.34.1"
+version = "4.35.0"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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+    {file = "transformers-4.35.0-py3-none-any.whl", hash = "sha256:45aa9370d7d9ba1c43e6bfa04d7f8b61238497d4b646e573fd95e597fe4040ff"},
+    {file = "transformers-4.35.0.tar.gz", hash = "sha256:e4b41763f651282fc979348d3aa148244387ddc9165f4b18455798c770ae23b9"},
 ]
 
 [package.dependencies]
@@ -7443,13 +7790,12 @@ all = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon
 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
 deepspeed = ["accelerate (>=0.20.3)", "deepspeed (>=0.9.3)"]
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 docs = ["Pillow (<10.0.0)", "accelerate (>=0.20.3)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.15)", "torch (>=1.10,!=1.12.0)", "torchaudio", "torchvision"]
 docs-specific = ["hf-doc-builder"]
-fairscale = ["fairscale (>0.3)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
@@ -7469,7 +7815,7 @@ serving = ["fastapi", "pydantic (<2)", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "timeout-decorator"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (>=23.1,<24.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pytest (>=7.2.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"]
 tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"]
 tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.15)", "tensorflow-text (<2.15)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
@@ -7516,13 +7862,13 @@ files = [
 
 [[package]]
 name = "types-cachetools"
-version = "5.3.0.6"
+version = "5.3.0.7"
 description = "Typing stubs for cachetools"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
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-    {file = "types_cachetools-5.3.0.6-py3-none-any.whl", hash = "sha256:f7f8a25bfe306f2e6bc2ad0a2f949d9e72f2d91036d509c36d3810bf728bc6e1"},
+    {file = "types-cachetools-5.3.0.7.tar.gz", hash = "sha256:27c982cdb9cf3fead8b0089ee6b895715ecc99dac90ec29e2cab56eb1aaf4199"},
+    {file = "types_cachetools-5.3.0.7-py3-none-any.whl", hash = "sha256:98c069dc7fc087b1b061703369c80751b0a0fc561f6fb072b554e5eee23773a0"},
 ]
 
 [[package]]
@@ -7571,13 +7917,13 @@ files = [
 
 [[package]]
 name = "types-pyopenssl"
-version = "23.2.0.2"
+version = "23.3.0.0"
 description = "Typing stubs for pyOpenSSL"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "types-pyOpenSSL-23.2.0.2.tar.gz", hash = "sha256:6a010dac9ecd42b582d7dd2cc3e9e40486b79b3b64bb2fffba1474ff96af906d"},
-    {file = "types_pyOpenSSL-23.2.0.2-py3-none-any.whl", hash = "sha256:19536aa3debfbe25a918cf0d898e9f5fbbe6f3594a429da7914bf331deb1b342"},
+    {file = "types-pyOpenSSL-23.3.0.0.tar.gz", hash = "sha256:5ffb077fe70b699c88d5caab999ae80e192fe28bf6cda7989b7e79b1e4e2dcd3"},
+    {file = "types_pyOpenSSL-23.3.0.0-py3-none-any.whl", hash = "sha256:00171433653265843b7469ddb9f3c86d698668064cc33ef10537822156130ebf"},
 ]
 
 [package.dependencies]
@@ -7610,13 +7956,13 @@ files = [
 
 [[package]]
 name = "types-pywin32"
-version = "306.0.0.5"
+version = "306.0.0.6"
 description = "Typing stubs for pywin32"
 optional = false
 python-versions = ">=3.7"
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 description = "Typing stubs for redis"
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@@ -7709,13 +8055,13 @@ files = [
 
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 description = "A library that prepares raw documents for downstream ML tasks."
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+    {file = "zstandard-0.22.0.tar.gz", hash = "sha256:8226a33c542bcb54cd6bd0a366067b610b41713b64c9abec1bc4533d69f51e70"},
 ]
 
 [package.dependencies]
@@ -8510,4 +8859,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.11"
-content-hash = "0f16ea62d921b25a599b78a01763ec9600de0c84aefae7bea9683a98087c7b0e"
+content-hash = "ca1436829590c341351e5f9d22d61a7df00eb3a8187adf874ee7ee4ef76fa8c3"
diff --git a/pyproject.toml b/pyproject.toml
index adfbcbc47..01264f039 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.5.0a1"
+version = "0.5.5"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [
@@ -94,7 +94,9 @@ langfuse = "^1.1.1"
 pillow = "^10.0.0"
 metal-sdk = "^2.4.0"
 markupsafe = "^2.1.3"
-
+boto3 = "^1.28.63"
+numexpr = "^2.8.6"
+qianfan = "0.0.5"
 
 [tool.poetry.group.dev.dependencies]
 types-redis = "^4.6.0.5"
diff --git a/src/backend/langflow/components/embeddings/AmazonBedrockEmbeddings.py b/src/backend/langflow/components/embeddings/AmazonBedrockEmbeddings.py
new file mode 100644
index 000000000..6efa22961
--- /dev/null
+++ b/src/backend/langflow/components/embeddings/AmazonBedrockEmbeddings.py
@@ -0,0 +1,46 @@
+from typing import Optional
+from langflow import CustomComponent
+
+from langchain.embeddings import BedrockEmbeddings
+from langchain.embeddings.base import Embeddings
+
+
+class AmazonBedrockEmeddingsComponent(CustomComponent):
+    """
+    A custom component for implementing an Embeddings Model using Amazon Bedrock.
+    """
+
+    display_name: str = "Amazon Bedrock Embeddings"
+    description: str = "Embeddings model from Amazon Bedrock."
+    documentation = "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/bedrock"
+    beta = True
+
+    def build_config(self):
+        return {
+            "model_id": {
+                "display_name": "Model Id",
+                "options": ["amazon.titan-embed-text-v1"],
+            },
+            "credentials_profile_name": {"display_name": "Credentials Profile Name"},
+            "endpoint_url": {"display_name": "Bedrock Endpoint URL"},
+            "region_name": {"display_name": "AWS Region"},
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        model_id: str = "amazon.titan-embed-text-v1",
+        credentials_profile_name: Optional[str] = None,
+        endpoint_url: Optional[str] = None,
+        region_name: Optional[str] = None,
+    ) -> Embeddings:
+        try:
+            output = BedrockEmbeddings(
+                credentials_profile_name=credentials_profile_name,
+                model_id=model_id,
+                endpoint_url=endpoint_url,
+                region_name=region_name,
+            )  # type: ignore
+        except Exception as e:
+            raise ValueError("Could not connect to AmazonBedrock API.") from e
+        return output
diff --git a/src/backend/langflow/components/embeddings/__init__.py b/src/backend/langflow/components/embeddings/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/components/llms/AmazonBedrock.py b/src/backend/langflow/components/llms/AmazonBedrock.py
new file mode 100644
index 000000000..04785db63
--- /dev/null
+++ b/src/backend/langflow/components/llms/AmazonBedrock.py
@@ -0,0 +1,45 @@
+from typing import Optional
+from langflow import CustomComponent
+from langchain.llms.bedrock import Bedrock
+from langchain.llms.base import BaseLLM
+
+
+class AmazonBedrockComponent(CustomComponent):
+    display_name: str = "Amazon Bedrock"
+    description: str = "LLM model from Amazon Bedrock."
+
+    def build_config(self):
+        return {
+            "model_id": {
+                "display_name": "Model Id",
+                "options": [
+                    "ai21.j2-grande-instruct",
+                    "ai21.j2-jumbo-instruct",
+                    "ai21.j2-mid",
+                    "ai21.j2-mid-v1",
+                    "ai21.j2-ultra",
+                    "ai21.j2-ultra-v1",
+                    "anthropic.claude-instant-v1",
+                    "anthropic.claude-v1",
+                    "anthropic.claude-v2",
+                    "cohere.command-text-v14",
+                ],
+            },
+            "credentials_profile_name": {"display_name": "Credentials Profile Name"},
+            "streaming": {"display_name": "Streaming", "field_type": "bool"},
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        model_id: str = "anthropic.claude-instant-v1",
+        credentials_profile_name: Optional[str] = None,
+    ) -> BaseLLM:
+        try:
+            output = Bedrock(
+                credentials_profile_name=credentials_profile_name,
+                model_id=model_id,
+            )  # type: ignore
+        except Exception as e:
+            raise ValueError("Could not connect to AmazonBedrock API.") from e
+        return output
diff --git a/src/backend/langflow/components/retrievers/AmazonKendra.py b/src/backend/langflow/components/retrievers/AmazonKendra.py
new file mode 100644
index 000000000..827945a51
--- /dev/null
+++ b/src/backend/langflow/components/retrievers/AmazonKendra.py
@@ -0,0 +1,48 @@
+from typing import Optional
+from langflow import CustomComponent
+from langchain.retrievers import AmazonKendraRetriever
+from langchain.schema import BaseRetriever
+
+
+class AmazonKendraRetrieverComponent(CustomComponent):
+    display_name: str = "Amazon Kendra Retriever"
+    description: str = "Retriever that uses the Amazon Kendra API."
+
+    def build_config(self):
+        return {
+            "index_id": {"display_name": "Index ID"},
+            "region_name": {"display_name": "Region Name"},
+            "credentials_profile_name": {"display_name": "Credentials Profile Name"},
+            "attribute_filter": {
+                "display_name": "Attribute Filter",
+                "field_type": "code",
+            },
+            "top_k": {"display_name": "Top K", "field_type": "int"},
+            "user_context": {
+                "display_name": "User Context",
+                "field_type": "code",
+            },
+            "code": {"show": False},
+        }
+
+    def build(
+        self,
+        index_id: str,
+        top_k: int = 3,
+        region_name: Optional[str] = None,
+        credentials_profile_name: Optional[str] = None,
+        attribute_filter: Optional[dict] = None,
+        user_context: Optional[dict] = None,
+    ) -> BaseRetriever:
+        try:
+            output = AmazonKendraRetriever(
+                index_id=index_id,
+                top_k=top_k,
+                region_name=region_name,
+                credentials_profile_name=credentials_profile_name,
+                attribute_filter=attribute_filter,
+                user_context=user_context,
+            )  # type: ignore
+        except Exception as e:
+            raise ValueError("Could not connect to AmazonKendra API.") from e
+        return output
diff --git a/src/backend/langflow/components/vectorstores/Chroma.py b/src/backend/langflow/components/vectorstores/Chroma.py
index 8b7664391..667d9cbe9 100644
--- a/src/backend/langflow/components/vectorstores/Chroma.py
+++ b/src/backend/langflow/components/vectorstores/Chroma.py
@@ -14,7 +14,7 @@ class ChromaComponent(CustomComponent):
     A custom component for implementing a Vector Store using Chroma.
     """
 
-    display_name: str = "Chroma (Custom Component)"
+    display_name: str = "Chroma"
     description: str = "Implementation of Vector Store using Chroma"
     documentation = "https://python.langchain.com/docs/integrations/vectorstores/chroma"
     beta: str = True
diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 48f7b1da1..31bab1ca8 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -106,6 +106,9 @@ embeddings:
     documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/cohere"
   VertexAIEmbeddings:
     documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm"
+  AmazonBedrockEmbeddings:
+    documentation: "https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/bedrock"
+
 llms:
   OpenAI:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"
@@ -265,8 +268,8 @@ retrievers:
   # ZepRetriever:
   #   documentation: "https://python.langchain.com/docs/modules/data_connection/retrievers/integrations/zep_memorystore"
 vectorstores:
-  Chroma:
-    documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"
+  # Chroma:
+  #   documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"
   Qdrant:
     documentation: "https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/qdrant"
   Weaviate:
diff --git a/src/backend/langflow/interface/agents/custom.py b/src/backend/langflow/interface/agents/custom.py
index 735b27917..d84ab8d18 100644
--- a/src/backend/langflow/interface/agents/custom.py
+++ b/src/backend/langflow/interface/agents/custom.py
@@ -106,9 +106,9 @@ class CSVAgent(CustomAgentExecutor):
             tools,
             prefix=PANDAS_PREFIX,
             suffix=PANDAS_SUFFIX,
-            input_variables=["df", "input", "agent_scratchpad"],
+            input_variables=["df_head", "input", "agent_scratchpad"],
         )
-        partial_prompt = prompt.partial(df=str(df.head()))
+        partial_prompt = prompt.partial(df_head=str(df.head()))
         llm_chain = LLMChain(
             llm=llm,
             prompt=partial_prompt,
diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 04cbcd4fc..24a551ff7 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -300,6 +300,8 @@ def instantiate_embedding(node_type, class_object, params: Dict):
 
 def instantiate_vectorstore(class_object: Type[VectorStore], params: Dict):
     search_kwargs = params.pop("search_kwargs", {})
+    if search_kwargs == {"yourkey": "value"}:
+        search_kwargs = {}
     # clean up docs or texts to have only documents
     if "texts" in params:
         params["documents"] = params.pop("texts")
diff --git a/src/frontend/package-lock.json b/src/frontend/package-lock.json
index c6a0d8feb..0bf66bdca 100644
--- a/src/frontend/package-lock.json
+++ b/src/frontend/package-lock.json
@@ -1165,14 +1165,14 @@
       }
     },
     "node_modules/@mui/base": {
-      "version": "5.0.0-beta.20",
-      "resolved": "https://registry.npmjs.org/@mui/base/-/base-5.0.0-beta.20.tgz",
-      "integrity": "sha512-CS2pUuqxST7ch9VNDCklRYDbJ3rru20Tx7na92QvVVKfu3RL4z/QLuVIc8jYGsdCnauMaeUSlFNLAJNb0yXe6w==",
+      "version": "5.0.0-beta.21",
+      "resolved": "https://registry.npmjs.org/@mui/base/-/base-5.0.0-beta.21.tgz",
+      "integrity": "sha512-eTKWx3WV/nwmRUK4z4K1MzlMyWCsi3WJ3RtV4DiXZeRh4qd4JCyp1Zzzi8Wv9xM4dEBmqQntFoei716PzwmFfA==",
       "dependencies": {
-        "@babel/runtime": "^7.23.1",
+        "@babel/runtime": "^7.23.2",
         "@floating-ui/react-dom": "^2.0.2",
-        "@mui/types": "^7.2.6",
-        "@mui/utils": "^5.14.13",
+        "@mui/types": "^7.2.7",
+        "@mui/utils": "^5.14.15",
         "@popperjs/core": "^2.11.8",
         "clsx": "^2.0.0",
         "prop-types": "^15.8.1"
@@ -1204,25 +1204,25 @@
       }
     },
     "node_modules/@mui/core-downloads-tracker": {
-      "version": "5.14.14",
-      "resolved": "https://registry.npmjs.org/@mui/core-downloads-tracker/-/core-downloads-tracker-5.14.14.tgz",
-      "integrity": "sha512-Rw/xKiTOUgXD8hdKqj60aC6QcGprMipG7ne2giK6Mz7b4PlhL/xog9xLeclY3BxsRLkZQ05egFnIEY1CSibTbw==",
+      "version": "5.14.15",
+      "resolved": "https://registry.npmjs.org/@mui/core-downloads-tracker/-/core-downloads-tracker-5.14.15.tgz",
+      "integrity": "sha512-ZCDzBWtCKjAYAlKKM3PA/jG/3uVIDT9ZitOtVixIVmTCQyc5jSV1qhJX8+qIGz4RQZ9KLzPWO2tXd0O5hvzouQ==",
       "funding": {
         "type": "opencollective",
         "url": "https://opencollective.com/mui"
       }
     },
     "node_modules/@mui/material": {
-      "version": "5.14.14",
-      "resolved": "https://registry.npmjs.org/@mui/material/-/material-5.14.14.tgz",
-      "integrity": "sha512-cAmCwAHFQXxb44kWbVFkhKATN8tACgMsFwrXo8ro6WzYW73U/qsR5AcCiJIhCyYYg+gcftfkmNcpRaV3JjhHCg==",
+      "version": "5.14.15",
+      "resolved": "https://registry.npmjs.org/@mui/material/-/material-5.14.15.tgz",
+      "integrity": "sha512-Gq65rHjvLzkxmhG8bvag851Oqsmru7qkUb/cCI2xu7dQzmY345f9xJRJi72sRGjhaqHXWeRKw/yIwp/7oQoeXg==",
       "dependencies": {
-        "@babel/runtime": "^7.23.1",
-        "@mui/base": "5.0.0-beta.20",
-        "@mui/core-downloads-tracker": "^5.14.14",
-        "@mui/system": "^5.14.14",
-        "@mui/types": "^7.2.6",
-        "@mui/utils": "^5.14.13",
+        "@babel/runtime": "^7.23.2",
+        "@mui/base": "5.0.0-beta.21",
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+      "version": "1.0.30001554",
+      "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001554.tgz",
+      "integrity": "sha512-A2E3U//MBwbJVzebddm1YfNp7Nud5Ip+IPn4BozBmn4KqVX7AvluoIDFWjsv5OkGnKUXQVmMSoMKLa3ScCblcQ=="
     },
     "ccount": {
       "version": "2.0.1",
@@ -14749,9 +14768,9 @@
       }
     },
     "electron-to-chromium": {
-      "version": "1.4.557",
-      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.4.557.tgz",
-      "integrity": "sha512-6x0zsxyMXpnMJnHrondrD3SuAeKcwij9S+83j2qHAQPXbGTDDfgImzzwgGlzrIcXbHQ42tkG4qA6U860cImNhw=="
+      "version": "1.4.566",
+      "resolved": "https://registry.npmjs.org/electron-to-chromium/-/electron-to-chromium-1.4.566.tgz",
+      "integrity": "sha512-mv+fAy27uOmTVlUULy15U3DVJ+jg+8iyKH1bpwboCRhtDC69GKf1PPTZvEIhCyDr81RFqfxZJYrbgp933a1vtg=="
     },
     "emoji-regex": {
       "version": "8.0.0",
@@ -15093,8 +15112,7 @@
     "function-bind": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz",
-      "integrity": "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA==",
-      "dev": true
+      "integrity": "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA=="
     },
     "functions-have-names": {
       "version": "1.2.3",
@@ -15108,15 +15126,15 @@
       "integrity": "sha512-3hN7NaskYvMDLQY55gnW3NQ+mesEAepTqlg+VEbj7zzqEMBVNhzcGYYeqFo/TlYz6eQiFcp1HcsCZO+nGgS8zg=="
     },
     "get-intrinsic": {
-      "version": "1.2.1",
-      "resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.2.1.tgz",
-      "integrity": "sha512-2DcsyfABl+gVHEfCOaTrWgyt+tb6MSEGmKq+kI5HwLbIYgjgmMcV8KQ41uaKz1xxUcn9tJtgFbQUEVcEbd0FYw==",
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/get-intrinsic/-/get-intrinsic-1.2.2.tgz",
+      "integrity": "sha512-0gSo4ml/0j98Y3lngkFEot/zhiCeWsbYIlZ+uZOVgzLyLaUw7wxUL+nCTP0XJvJg1AXulJRI3UJi8GsbDuxdGA==",
       "dev": true,
       "requires": {
-        "function-bind": "^1.1.1",
-        "has": "^1.0.3",
+        "function-bind": "^1.1.2",
         "has-proto": "^1.0.1",
-        "has-symbols": "^1.0.3"
+        "has-symbols": "^1.0.3",
+        "hasown": "^2.0.0"
       }
     },
     "get-nonce": {
@@ -15189,11 +15207,6 @@
       "resolved": "https://registry.npmjs.org/graceful-fs/-/graceful-fs-4.2.11.tgz",
       "integrity": "sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ=="
     },
-    "has": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/has/-/has-1.0.4.tgz",
-      "integrity": "sha512-qdSAmqLF6209RFj4VVItywPMbm3vWylknmB3nvNiUIs72xAimcM8nVYxYr7ncvZq5qzk9MKIZR8ijqD/1QuYjQ=="
-    },
     "has-bigints": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/has-bigints/-/has-bigints-1.0.2.tgz",
@@ -15207,12 +15220,12 @@
       "dev": true
     },
     "has-property-descriptors": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.0.tgz",
-      "integrity": "sha512-62DVLZGoiEBDHQyqG4w9xCuZ7eJEwNmJRWw2VY84Oedb7WFcA27fiEVe8oUQx9hAUJ4ekurquucTGwsyO1XGdQ==",
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/has-property-descriptors/-/has-property-descriptors-1.0.1.tgz",
+      "integrity": "sha512-VsX8eaIewvas0xnvinAe9bw4WfIeODpGYikiWYLH+dma0Jw6KHYqWiWfhQlgOVK8D6PvjubK5Uc4P0iIhIcNVg==",
       "dev": true,
       "requires": {
-        "get-intrinsic": "^1.1.1"
+        "get-intrinsic": "^1.2.2"
       }
     },
     "has-proto": {
@@ -15236,6 +15249,14 @@
         "has-symbols": "^1.0.2"
       }
     },
+    "hasown": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/hasown/-/hasown-2.0.0.tgz",
+      "integrity": "sha512-vUptKVTpIJhcczKBbgnS+RtcuYMB8+oNzPK2/Hp3hanz8JmpATdmmgLgSaadVREkDm+e2giHwY3ZRkyjSIDDFA==",
+      "requires": {
+        "function-bind": "^1.1.2"
+      }
+    },
     "hast-util-from-dom": {
       "version": "4.2.0",
       "resolved": "https://registry.npmjs.org/hast-util-from-dom/-/hast-util-from-dom-4.2.0.tgz",
@@ -15446,13 +15467,13 @@
       "integrity": "sha512-7NXolsK4CAS5+xvdj5OMMbI962hU/wvwoxk+LWR9Ek9bVtyuuYScDN6eS0rUm6TxApFpw7CX1o4uJzcd4AyD3Q=="
     },
     "internal-slot": {
-      "version": "1.0.5",
-      "resolved": "https://registry.npmjs.org/internal-slot/-/internal-slot-1.0.5.tgz",
-      "integrity": "sha512-Y+R5hJrzs52QCG2laLn4udYVnxsfny9CpOhNhUvk/SSSVyF6T27FzRbF0sroPidSu3X8oEAkOn2K804mjpt6UQ==",
+      "version": "1.0.6",
+      "resolved": "https://registry.npmjs.org/internal-slot/-/internal-slot-1.0.6.tgz",
+      "integrity": "sha512-Xj6dv+PsbtwyPpEflsejS+oIZxmMlV44zAhG479uYu89MsjcYOhCFnNyKrkJrihbsiasQyY0afoCl/9BLR65bg==",
       "dev": true,
       "requires": {
-        "get-intrinsic": "^1.2.0",
-        "has": "^1.0.3",
+        "get-intrinsic": "^1.2.2",
+        "hasown": "^2.0.0",
         "side-channel": "^1.0.4"
       }
     },
@@ -15543,11 +15564,11 @@
       "dev": true
     },
     "is-core-module": {
-      "version": "2.13.0",
-      "resolved": "https://registry.npmjs.org/is-core-module/-/is-core-module-2.13.0.tgz",
-      "integrity": "sha512-Z7dk6Qo8pOCp3l4tsX2C5ZVas4V+UxwQodwZhLopL91TX8UyyHEXafPcyoeeWuLrwzHcr3igO78wNLwHJHsMCQ==",
+      "version": "2.13.1",
+      "resolved": "https://registry.npmjs.org/is-core-module/-/is-core-module-2.13.1.tgz",
+      "integrity": "sha512-hHrIjvZsftOsvKSn2TRYl63zvxsgE0K+0mYMoH6gD4omR5IWB2KynivBQczo3+wF1cCkjzvptnI9Q0sPU66ilw==",
       "requires": {
-        "has": "^1.0.3"
+        "hasown": "^2.0.0"
       }
     },
     "is-date-object": {
@@ -16658,9 +16679,9 @@
       "integrity": "sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw=="
     },
     "object-inspect": {
-      "version": "1.13.0",
-      "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.13.0.tgz",
-      "integrity": "sha512-HQ4J+ic8hKrgIt3mqk6cVOVrW2ozL4KdvHlqpBv9vDYWx9ysAgENAdvy4FoGF+KFdhR7nQTNm5J0ctAeOwn+3g==",
+      "version": "1.13.1",
+      "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.13.1.tgz",
+      "integrity": "sha512-5qoj1RUiKOMsCCNLV1CBiPYE10sziTsnmNxkAI/rZhiD63CF7IqdFGC/XzjWjpSgLf0LxXX3bDFIh0E18f6UhQ==",
       "dev": true
     },
     "object-is": {
@@ -17237,9 +17258,9 @@
       }
     },
     "react-tooltip": {
-      "version": "5.21.5",
-      "resolved": "https://registry.npmjs.org/react-tooltip/-/react-tooltip-5.21.5.tgz",
-      "integrity": "sha512-ey70qf6pBGi4U6xpyNlZAHobAhlo2dfxmImR2Bzd/DbLTsAYWz3TEaK+RMFuUZMq6hSPRbUHQSkP2rHBq4uFVg==",
+      "version": "5.21.6",
+      "resolved": "https://registry.npmjs.org/react-tooltip/-/react-tooltip-5.21.6.tgz",
+      "integrity": "sha512-WbND5ee8Kr5HaSuDDiAmSyRp5jH77PSk8M0CUzmVfD+1WST8XOm1StJndK/wOQIP5GPvDVPy96ylLxY/V+VpqA==",
       "requires": {
         "@floating-ui/dom": "^1.0.0",
         "classnames": "^2.3.0"
@@ -17556,6 +17577,18 @@
         "semver": "^7.3.5"
       }
     },
+    "set-function-length": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.1.1.tgz",
+      "integrity": "sha512-VoaqjbBJKiWtg4yRcKBQ7g7wnGnLV3M8oLvVWwOk2PdYY6PEFegR1vezXR0tw6fZGF9csVakIRjrJiy2veSBFQ==",
+      "dev": true,
+      "requires": {
+        "define-data-property": "^1.1.1",
+        "get-intrinsic": "^1.2.1",
+        "gopd": "^1.0.1",
+        "has-property-descriptors": "^1.0.0"
+      }
+    },
     "set-function-name": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/set-function-name/-/set-function-name-2.0.1.tgz",
@@ -18037,19 +18070,19 @@
       "integrity": "sha512-3mFKyCo/MBcgyOTlrY8T7odzZFx+w+qKSMAmdFzRvqBfLlSigU6TZnlFHK0lkMwj9Bj8OYU+9yW9lmGuS0QEnQ=="
     },
     "tailwindcss": {
-      "version": "3.3.3",
-      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-3.3.3.tgz",
-      "integrity": "sha512-A0KgSkef7eE4Mf+nKJ83i75TMyq8HqY3qmFIJSWy8bNt0v1lG7jUcpGpoTFxAwYcWOphcTBLPPJg+bDfhDf52w==",
+      "version": "3.3.5",
+      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-3.3.5.tgz",
+      "integrity": "sha512-5SEZU4J7pxZgSkv7FP1zY8i2TIAOooNZ1e/OGtxIEv6GltpoiXUqWvLy89+a10qYTB1N5Ifkuw9lqQkN9sscvA==",
       "requires": {
         "@alloc/quick-lru": "^5.2.0",
         "arg": "^5.0.2",
         "chokidar": "^3.5.3",
         "didyoumean": "^1.2.2",
         "dlv": "^1.1.3",
-        "fast-glob": "^3.2.12",
+        "fast-glob": "^3.3.0",
         "glob-parent": "^6.0.2",
         "is-glob": "^4.0.3",
-        "jiti": "^1.18.2",
+        "jiti": "^1.19.1",
         "lilconfig": "^2.1.0",
         "micromatch": "^4.0.5",
         "normalize-path": "^3.0.0",
@@ -18688,13 +18721,13 @@
       }
     },
     "which-typed-array": {
-      "version": "1.1.11",
-      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.11.tgz",
-      "integrity": "sha512-qe9UWWpkeG5yzZ0tNYxDmd7vo58HDBc39mZ0xWWpolAGADdFOzkfamWLDxkOWcvHQKVmdTyQdLD4NOfjLWTKew==",
+      "version": "1.1.13",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.13.tgz",
+      "integrity": "sha512-P5Nra0qjSncduVPEAr7xhoF5guty49ArDTwzJ/yNuPIbZppyRxFQsRCWrocxIY+CnMVG+qfbU2FmDKyvSGClow==",
       "dev": true,
       "requires": {
         "available-typed-arrays": "^1.0.5",
-        "call-bind": "^1.0.2",
+        "call-bind": "^1.0.4",
         "for-each": "^0.3.3",
         "gopd": "^1.0.1",
         "has-tostringtag": "^1.0.0"
@@ -18753,9 +18786,9 @@
       "integrity": "sha512-iC+8Io04lddc+mVqQ9AZ7OQ2MrUKGN+oIQyq1vemgt46jwCwLfhq7/pwnBnNXXXZb8VTVLKwp9EDkx+ryxIWmg=="
     },
     "zustand": {
-      "version": "4.4.3",
-      "resolved": "https://registry.npmjs.org/zustand/-/zustand-4.4.3.tgz",
-      "integrity": "sha512-oRy+X3ZazZvLfmv6viIaQmtLOMeij1noakIsK/Y47PWYhT8glfXzQ4j0YcP5i0P0qI1A4rIB//SGROGyZhx91A==",
+      "version": "4.4.4",
+      "resolved": "https://registry.npmjs.org/zustand/-/zustand-4.4.4.tgz",
+      "integrity": "sha512-5UTUIAiHMNf5+mFp7/AnzJXS7+XxktULFN0+D1sCiZWyX7ZG+AQpqs2qpYrynRij4QvoDdCD+U+bmg/cG3Ucxw==",
       "requires": {
         "use-sync-external-store": "1.2.0"
       }
diff --git a/src/frontend/src/App.tsx b/src/frontend/src/App.tsx
index 20f2a18f9..a4c36787d 100644
--- a/src/frontend/src/App.tsx
+++ b/src/frontend/src/App.tsx
@@ -16,8 +16,8 @@ import {
   FETCH_ERROR_MESSAGE,
 } from "./constants/constants";
 import { alertContext } from "./contexts/alertContext";
+import { FlowsContext } from "./contexts/flowsContext";
 import { locationContext } from "./contexts/locationContext";
-import { TabsContext } from "./contexts/tabsContext";
 import { typesContext } from "./contexts/typesContext";
 import Router from "./routes";
 
@@ -30,7 +30,7 @@ export default function App() {
     setShowSideBar(true);
     setIsStackedOpen(true);
   }, [location.pathname, setCurrent, setIsStackedOpen, setShowSideBar]);
-  const { hardReset } = useContext(TabsContext);
+  const { hardReset } = useContext(FlowsContext);
 
   const {
     errorData,
diff --git a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
index 78881d959..d47b7bcda 100644
--- a/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/components/parameterComponent/index.tsx
@@ -23,10 +23,9 @@ import TextAreaComponent from "../../../../components/textAreaComponent";
 import ToggleShadComponent from "../../../../components/toggleShadComponent";
 import { Button } from "../../../../components/ui/button";
 import { TOOLTIP_EMPTY } from "../../../../constants/constants";
-import { TabsContext } from "../../../../contexts/tabsContext";
+import { FlowsContext } from "../../../../contexts/flowsContext";
 import { typesContext } from "../../../../contexts/typesContext";
 import { ParameterComponentType } from "../../../../types/components";
-import { TabsState } from "../../../../types/tabs";
 import {
   convertObjToArray,
   convertValuesToNumbers,
@@ -63,7 +62,7 @@ export default function ParameterComponent({
   const infoHtml = useRef<HTMLDivElement & ReactNode>(null);
   const updateNodeInternals = useUpdateNodeInternals();
   const [position, setPosition] = useState(0);
-  const { setTabsState, tabId, flows } = useContext(TabsContext);
+  const { setTabsState, tabId, flows } = useContext(FlowsContext);
 
   const flow = flows.find((flow) => flow.id === tabId)?.data?.nodes ?? null;
 
diff --git a/src/frontend/src/CustomNodes/GenericNode/index.tsx b/src/frontend/src/CustomNodes/GenericNode/index.tsx
index a58f7a92c..81d99c8d5 100644
--- a/src/frontend/src/CustomNodes/GenericNode/index.tsx
+++ b/src/frontend/src/CustomNodes/GenericNode/index.tsx
@@ -7,7 +7,7 @@ import IconComponent from "../../components/genericIconComponent";
 import InputComponent from "../../components/inputComponent";
 import { Textarea } from "../../components/ui/textarea";
 import { useSSE } from "../../contexts/SSEContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { typesContext } from "../../contexts/typesContext";
 import NodeToolbarComponent from "../../pages/FlowPage/components/nodeToolbarComponent";
 import { validationStatusType } from "../../types/components";
@@ -18,7 +18,7 @@ import {
   scapedJSONStringfy,
 } from "../../utils/reactflowUtils";
 import { nodeColors, nodeIconsLucide } from "../../utils/styleUtils";
-import { classNames, toTitleCase } from "../../utils/utils";
+import { classNames, getFieldTitle } from "../../utils/utils";
 import ParameterComponent from "./components/parameterComponent";
 
 export default function GenericNode({
@@ -33,7 +33,7 @@ export default function GenericNode({
   yPos: number;
 }): JSX.Element {
   const [data, setData] = useState(olddata);
-  const { updateFlow, flows, tabId } = useContext(TabsContext);
+  const { updateFlow, flows, tabId } = useContext(FlowsContext);
   const updateNodeInternals = useUpdateNodeInternals();
   const { types, deleteNode, reactFlowInstance, setFilterEdge, getFilterEdge } =
     useContext(typesContext);
@@ -239,15 +239,10 @@ export default function GenericNode({
                               ] ??
                               nodeColors.unknown
                             }
-                            title={
-                              data.node?.template[templateField].display_name
-                                ? data.node.template[templateField].display_name
-                                : data.node?.template[templateField].name
-                                ? toTitleCase(
-                                    data.node.template[templateField].name
-                                  )
-                                : toTitleCase(templateField)
-                            }
+                            title={getFieldTitle(
+                              data.node?.template!,
+                              templateField
+                            )}
                             info={data.node?.template[templateField].info}
                             name={templateField}
                             tooltipTitle={
@@ -448,15 +443,10 @@ export default function GenericNode({
                           ] ??
                           nodeColors.unknown
                         }
-                        title={
-                          data.node?.template[templateField].display_name
-                            ? data.node.template[templateField].display_name
-                            : data.node?.template[templateField].name
-                            ? toTitleCase(
-                                data.node.template[templateField].name
-                              )
-                            : toTitleCase(templateField)
-                        }
+                        title={getFieldTitle(
+                          data.node?.template!,
+                          templateField
+                        )}
                         info={data.node?.template[templateField].info}
                         name={templateField}
                         tooltipTitle={
diff --git a/src/frontend/src/components/cardComponent/index.tsx b/src/frontend/src/components/cardComponent/index.tsx
index d6b22fefb..dfa49caf4 100644
--- a/src/frontend/src/components/cardComponent/index.tsx
+++ b/src/frontend/src/components/cardComponent/index.tsx
@@ -1,5 +1,5 @@
 import { useContext } from "react";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { cardComponentPropsType } from "../../types/components";
 import { gradients } from "../../utils/styleUtils";
 import IconComponent from "../genericIconComponent";
@@ -17,7 +17,7 @@ export const CardComponent = ({
   onDelete,
   button,
 }: cardComponentPropsType): JSX.Element => {
-  const { removeFlow } = useContext(TabsContext);
+  const { removeFlow } = useContext(FlowsContext);
 
   return (
     <Card className="group">
diff --git a/src/frontend/src/components/chatComponent/buildTrigger/index.tsx b/src/frontend/src/components/chatComponent/buildTrigger/index.tsx
index 5ecee1f29..242cef265 100644
--- a/src/frontend/src/components/chatComponent/buildTrigger/index.tsx
+++ b/src/frontend/src/components/chatComponent/buildTrigger/index.tsx
@@ -7,9 +7,9 @@ import { typesContext } from "../../../contexts/typesContext";
 import { postBuildInit } from "../../../controllers/API";
 import { FlowType } from "../../../types/flow";
 
-import { TabsContext } from "../../../contexts/tabsContext";
+import { FlowsContext } from "../../../contexts/flowsContext";
 import { parsedDataType } from "../../../types/components";
-import { TabsState } from "../../../types/tabs";
+import { FlowsState } from "../../../types/tabs";
 import { validateNodes } from "../../../utils/reactflowUtils";
 import RadialProgressComponent from "../../RadialProgress";
 import IconComponent from "../../genericIconComponent";
@@ -26,7 +26,7 @@ export default function BuildTrigger({
 }): JSX.Element {
   const { updateSSEData, isBuilding, setIsBuilding, sseData } = useSSE();
   const { reactFlowInstance } = useContext(typesContext);
-  const { setTabsState } = useContext(TabsContext);
+  const { setTabsState } = useContext(FlowsContext);
   const { setErrorData, setSuccessData } = useContext(alertContext);
   const [isIconTouched, setIsIconTouched] = useState(false);
   const eventClick = isBuilding ? "pointer-events-none" : "";
@@ -99,7 +99,7 @@ export default function BuildTrigger({
           setSuccessData({ title: parsedData.log });
         } else if (parsedData.input_keys !== undefined) {
           //@ts-ignore
-          setTabsState((old: TabsState) => {
+          setTabsState((old: FlowsState) => {
             return {
               ...old,
               [flowId]: {
diff --git a/src/frontend/src/components/chatComponent/index.tsx b/src/frontend/src/components/chatComponent/index.tsx
index 69765dfe0..56a65dd35 100644
--- a/src/frontend/src/components/chatComponent/index.tsx
+++ b/src/frontend/src/components/chatComponent/index.tsx
@@ -5,7 +5,7 @@ import BuildTrigger from "./buildTrigger";
 import ChatTrigger from "./chatTrigger";
 
 import * as _ from "lodash";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { getBuildStatus } from "../../controllers/API";
 import FormModal from "../../modals/formModal";
 import { NodeType } from "../../types/flow";
@@ -13,7 +13,7 @@ import { NodeType } from "../../types/flow";
 export default function Chat({ flow }: ChatType): JSX.Element {
   const [open, setOpen] = useState(false);
   const [canOpen, setCanOpen] = useState(false);
-  const { tabsState, isBuilt, setIsBuilt } = useContext(TabsContext);
+  const { tabsState, isBuilt, setIsBuilt } = useContext(FlowsContext);
 
   useEffect(() => {
     const handleKeyDown = (event: KeyboardEvent) => {
diff --git a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
index 676dccabe..02282ab59 100644
--- a/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
+++ b/src/frontend/src/components/headerComponent/components/menuBar/index.tsx
@@ -1,5 +1,5 @@
 import { useContext, useState } from "react";
-import { TabsContext } from "../../../../contexts/tabsContext";
+import { FlowsContext } from "../../../../contexts/flowsContext";
 import {
   DropdownMenu,
   DropdownMenuContent,
@@ -17,7 +17,7 @@ import IconComponent from "../../../genericIconComponent";
 import { Button } from "../../../ui/button";
 
 export const MenuBar = ({ flows, tabId }: menuBarPropsType): JSX.Element => {
-  const { addFlow } = useContext(TabsContext);
+  const { addFlow } = useContext(FlowsContext);
   const { setErrorData } = useContext(alertContext);
   const { undo, redo } = useContext(undoRedoContext);
   const [openSettings, setOpenSettings] = useState(false);
diff --git a/src/frontend/src/components/headerComponent/index.tsx b/src/frontend/src/components/headerComponent/index.tsx
index 5827588e1..3578b06ae 100644
--- a/src/frontend/src/components/headerComponent/index.tsx
+++ b/src/frontend/src/components/headerComponent/index.tsx
@@ -6,7 +6,7 @@ import { USER_PROJECTS_HEADER } from "../../constants/constants";
 import { alertContext } from "../../contexts/alertContext";
 import { AuthContext } from "../../contexts/authContext";
 import { darkContext } from "../../contexts/darkContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { gradients } from "../../utils/styleUtils";
 import IconComponent from "../genericIconComponent";
 import { Button } from "../ui/button";
@@ -22,7 +22,7 @@ import { Separator } from "../ui/separator";
 import MenuBar from "./components/menuBar";
 
 export default function Header(): JSX.Element {
-  const { flows, tabId } = useContext(TabsContext);
+  const { flows, tabId } = useContext(FlowsContext);
   const { dark, setDark } = useContext(darkContext);
   const { notificationCenter } = useContext(alertContext);
   const location = useLocation();
diff --git a/src/frontend/src/components/inputFileComponent/index.tsx b/src/frontend/src/components/inputFileComponent/index.tsx
index 3bd1d1c23..e3aaf5d04 100644
--- a/src/frontend/src/components/inputFileComponent/index.tsx
+++ b/src/frontend/src/components/inputFileComponent/index.tsx
@@ -1,6 +1,6 @@
 import { useContext, useEffect, useState } from "react";
 import { alertContext } from "../../contexts/alertContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { uploadFile } from "../../controllers/API";
 import { FileComponentType } from "../../types/components";
 import IconComponent from "../genericIconComponent";
@@ -17,7 +17,7 @@ export default function InputFileComponent({
   const [myValue, setMyValue] = useState(value);
   const [loading, setLoading] = useState(false);
   const { setErrorData } = useContext(alertContext);
-  const { tabId } = useContext(TabsContext);
+  const { tabId } = useContext(FlowsContext);
 
   // Clear component state
   useEffect(() => {
diff --git a/src/frontend/src/contexts/tabsContext.tsx b/src/frontend/src/contexts/flowsContext.tsx
similarity index 97%
rename from src/frontend/src/contexts/tabsContext.tsx
rename to src/frontend/src/contexts/flowsContext.tsx
index cba2376b5..ca1c9f0d2 100644
--- a/src/frontend/src/contexts/tabsContext.tsx
+++ b/src/frontend/src/contexts/flowsContext.tsx
@@ -1,5 +1,5 @@
 import { AxiosError } from "axios";
-import _ from "lodash";
+import _, { cloneDeep } from "lodash";
 import {
   ReactNode,
   createContext,
@@ -28,7 +28,7 @@ import {
   sourceHandleType,
   targetHandleType,
 } from "../types/flow";
-import { TabsContextType, TabsState } from "../types/tabs";
+import { FlowsContextType, TabsState } from "../types/tabs";
 import {
   addVersionToDuplicates,
   checkOldEdgesHandles,
@@ -45,7 +45,7 @@ import { typesContext } from "./typesContext";
 
 const uid = new ShortUniqueId({ length: 5 });
 
-const TabsContextInitialValue: TabsContextType = {
+const FlowsContextInitialValue: FlowsContextType = {
   tabId: "",
   setTabId: (index: string) => {},
   isLoading: true,
@@ -75,8 +75,8 @@ const TabsContextInitialValue: TabsContextType = {
   ) => {},
 };
 
-export const TabsContext = createContext<TabsContextType>(
-  TabsContextInitialValue
+export const FlowsContext = createContext<FlowsContextType>(
+  FlowsContextInitialValue
 );
 
 export function TabsProvider({ children }: { children: ReactNode }) {
@@ -428,6 +428,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
         id: source,
       });
       sourceHandleObject.id = source;
+
       edge.data.sourceHandle = sourceHandleObject;
       const targetHandleObject: targetHandleType = scapeJSONParse(
         edge.targetHandle!
@@ -452,6 +453,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
           sourceHandle,
           targetHandle,
           id,
+          data: cloneDeep(edge.data),
           style: { stroke: "#555" },
           className:
             targetHandleObject.type === "Text"
@@ -508,7 +510,8 @@ export function TabsProvider({ children }: { children: ReactNode }) {
     let data = flow?.data ? flow.data : null;
     if (data) {
       processFlowEdges(flow);
-      processFlowNodes(flow);
+      //prevent node update for now
+      // processFlowNodes(flow);
       //add animation to text type edges
       updateEdges(data.edges);
       // updateNodes(data.nodes, data.edges);
@@ -635,7 +638,7 @@ export function TabsProvider({ children }: { children: ReactNode }) {
   const [isBuilt, setIsBuilt] = useState(false);
 
   return (
-    <TabsContext.Provider
+    <FlowsContext.Provider
       value={{
         saveFlow,
         isBuilt,
@@ -664,6 +667,6 @@ export function TabsProvider({ children }: { children: ReactNode }) {
       }}
     >
       {children}
-    </TabsContext.Provider>
+    </FlowsContext.Provider>
   );
 }
diff --git a/src/frontend/src/contexts/index.tsx b/src/frontend/src/contexts/index.tsx
index f90cb7812..b98dae430 100644
--- a/src/frontend/src/contexts/index.tsx
+++ b/src/frontend/src/contexts/index.tsx
@@ -7,8 +7,8 @@ import { SSEProvider } from "./SSEContext";
 import { AlertProvider } from "./alertContext";
 import { AuthProvider } from "./authContext";
 import { DarkProvider } from "./darkContext";
+import { TabsProvider } from "./flowsContext";
 import { LocationProvider } from "./locationContext";
-import { TabsProvider } from "./tabsContext";
 import { TypesProvider } from "./typesContext";
 import { UndoRedoProvider } from "./undoRedoContext";
 
diff --git a/src/frontend/src/contexts/undoRedoContext.tsx b/src/frontend/src/contexts/undoRedoContext.tsx
index 83dfd8f32..a948e37e3 100644
--- a/src/frontend/src/contexts/undoRedoContext.tsx
+++ b/src/frontend/src/contexts/undoRedoContext.tsx
@@ -13,7 +13,7 @@ import {
   undoRedoContextType,
 } from "../types/typesContext";
 import { isWrappedWithClass } from "../utils/utils";
-import { TabsContext } from "./tabsContext";
+import { FlowsContext } from "./flowsContext";
 
 const initialValue = {
   undo: () => {},
@@ -29,7 +29,7 @@ const defaultOptions: UseUndoRedoOptions = {
 export const undoRedoContext = createContext<undoRedoContextType>(initialValue);
 
 export function UndoRedoProvider({ children }) {
-  const { tabId, flows } = useContext(TabsContext);
+  const { tabId, flows } = useContext(FlowsContext);
 
   const [past, setPast] = useState<HistoryItem[][]>(flows.map(() => []));
   const [future, setFuture] = useState<HistoryItem[][]>(flows.map(() => []));
diff --git a/src/frontend/src/icons/AWS/AWS.jsx b/src/frontend/src/icons/AWS/AWS.jsx
new file mode 100644
index 000000000..f79821431
--- /dev/null
+++ b/src/frontend/src/icons/AWS/AWS.jsx
@@ -0,0 +1,31 @@
+const SvgAWS = (props) => (
+  <svg
+    xmlns="http://www.w3.org/2000/svg"
+    xmlSpace="preserve"
+    id="Layer_1"
+    x={0}
+    y={0}
+    style={{
+      enableBackground: "new 0 0 304 182",
+    }}
+    viewBox="0 0 304 182"
+    {...props}
+  >
+    <style>{".st1{fill-rule:evenodd;clip-rule:evenodd;fill:#f90}"}</style>
+    <path
+      d="M86.4 66.4c0 3.7.4 6.7 1.1 8.9.8 2.2 1.8 4.6 3.2 7.2.5.8.7 1.6.7 2.3 0 1-.6 2-1.9 3L83.2 92c-.9.6-1.8.9-2.6.9-1 0-2-.5-3-1.4-1.4-1.5-2.6-3.1-3.6-4.7-1-1.7-2-3.6-3.1-5.9-7.8 9.2-17.6 13.8-29.4 13.8-8.4 0-15.1-2.4-20-7.2-4.9-4.8-7.4-11.2-7.4-19.2 0-8.5 3-15.4 9.1-20.6 6.1-5.2 14.2-7.8 24.5-7.8 3.4 0 6.9.3 10.6.8 3.7.5 7.5 1.3 11.5 2.2v-7.3c0-7.6-1.6-12.9-4.7-16-3.2-3.1-8.6-4.6-16.3-4.6-3.5 0-7.1.4-10.8 1.3-3.7.9-7.3 2-10.8 3.4-1.6.7-2.8 1.1-3.5 1.3-.7.2-1.2.3-1.6.3-1.4 0-2.1-1-2.1-3.1v-4.9c0-1.6.2-2.8.7-3.5.5-.7 1.4-1.4 2.8-2.1 3.5-1.8 7.7-3.3 12.6-4.5C41 1.9 46.2 1.3 51.7 1.3c11.9 0 20.6 2.7 26.2 8.1 5.5 5.4 8.3 13.6 8.3 24.6v32.4zM45.8 81.6c3.3 0 6.7-.6 10.3-1.8 3.6-1.2 6.8-3.4 9.5-6.4 1.6-1.9 2.8-4 3.4-6.4.6-2.4 1-5.3 1-8.7v-4.2c-2.9-.7-6-1.3-9.2-1.7-3.2-.4-6.3-.6-9.4-.6-6.7 0-11.6 1.3-14.9 4-3.3 2.7-4.9 6.5-4.9 11.5 0 4.7 1.2 8.2 3.7 10.6 2.4 2.5 5.9 3.7 10.5 3.7zm80.3 10.8c-1.8 0-3-.3-3.8-1-.8-.6-1.5-2-2.1-3.9L96.7 10.2c-.6-2-.9-3.3-.9-4 0-1.6.8-2.5 2.4-2.5h9.8c1.9 0 3.2.3 3.9 1 .8.6 1.4 2 2 3.9l16.8 66.2 15.6-66.2c.5-2 1.1-3.3 1.9-3.9.8-.6 2.2-1 4-1h8c1.9 0 3.2.3 4 1 .8.6 1.5 2 1.9 3.9l15.8 67 17.3-67c.6-2 1.3-3.3 2-3.9.8-.6 2.1-1 3.9-1h9.3c1.6 0 2.5.8 2.5 2.5 0 .5-.1 1-.2 1.6-.1.6-.3 1.4-.7 2.5l-24.1 77.3c-.6 2-1.3 3.3-2.1 3.9-.8.6-2.1 1-3.8 1h-8.6c-1.9 0-3.2-.3-4-1-.8-.7-1.5-2-1.9-4L156 23l-15.4 64.4c-.5 2-1.1 3.3-1.9 4-.8.7-2.2 1-4 1h-8.6zm128.5 2.7c-5.2 0-10.4-.6-15.4-1.8-5-1.2-8.9-2.5-11.5-4-1.6-.9-2.7-1.9-3.1-2.8-.4-.9-.6-1.9-.6-2.8v-5.1c0-2.1.8-3.1 2.3-3.1.6 0 1.2.1 1.8.3.6.2 1.5.6 2.5 1 3.4 1.5 7.1 2.7 11 3.5 4 .8 7.9 1.2 11.9 1.2 6.3 0 11.2-1.1 14.6-3.3 3.4-2.2 5.2-5.4 5.2-9.5 0-2.8-.9-5.1-2.7-7-1.8-1.9-5.2-3.6-10.1-5.2L246 52c-7.3-2.3-12.7-5.7-16-10.2-3.3-4.4-5-9.3-5-14.5 0-4.2.9-7.9 2.7-11.1 1.8-3.2 4.2-6 7.2-8.2 3-2.3 6.4-4 10.4-5.2 4-1.2 8.2-1.7 12.6-1.7 2.2 0 4.5.1 6.7.4 2.3.3 4.4.7 6.5 1.1 2 .5 3.9 1 5.7 1.6 1.8.6 3.2 1.2 4.2 1.8 1.4.8 2.4 1.6 3 2.5.6.8.9 1.9.9 3.3v4.7c0 2.1-.8 3.2-2.3 3.2-.8 0-2.1-.4-3.8-1.2-5.7-2.6-12.1-3.9-19.2-3.9-5.7 0-10.2.9-13.3 2.8-3.1 1.9-4.7 4.8-4.7 8.9 0 2.8 1 5.2 3 7.1 2 1.9 5.7 3.8 11 5.5l14.2 4.5c7.2 2.3 12.4 5.5 15.5 9.6 3.1 4.1 4.6 8.8 4.6 14 0 4.3-.9 8.2-2.6 11.6-1.8 3.4-4.2 6.4-7.3 8.8-3.1 2.5-6.8 4.3-11.1 5.6-4.5 1.4-9.2 2.1-14.3 2.1z"
+      style={{
+        fill: "#252f3e",
+      }}
+    />
+    <path
+      d="M273.5 143.7c-32.9 24.3-80.7 37.2-121.8 37.2-57.6 0-109.5-21.3-148.7-56.7-3.1-2.8-.3-6.6 3.4-4.4 42.4 24.6 94.7 39.5 148.8 39.5 36.5 0 76.6-7.6 113.5-23.2 5.5-2.5 10.2 3.6 4.8 7.6z"
+      className="st1"
+    />
+    <path
+      d="M287.2 128.1c-4.2-5.4-27.8-2.6-38.5-1.3-3.2.4-3.7-2.4-.8-4.5 18.8-13.2 49.7-9.4 53.3-5 3.6 4.5-1 35.4-18.6 50.2-2.7 2.3-5.3 1.1-4.1-1.9 4-9.9 12.9-32.2 8.7-37.5z"
+      className="st1"
+    />
+  </svg>
+);
+export default SvgAWS;
diff --git a/src/frontend/src/icons/AWS/AWS.svg b/src/frontend/src/icons/AWS/AWS.svg
new file mode 100644
index 000000000..4715937ff
--- /dev/null
+++ b/src/frontend/src/icons/AWS/AWS.svg
@@ -0,0 +1,38 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 19.0.1, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 304 182" style="enable-background:new 0 0 304 182;" xml:space="preserve">
+<style type="text/css">
+	.st0{fill:#252F3E;}
+	.st1{fill-rule:evenodd;clip-rule:evenodd;fill:#FF9900;}
+</style>
+<g>
+	<path class="st0" d="M86.4,66.4c0,3.7,0.4,6.7,1.1,8.9c0.8,2.2,1.8,4.6,3.2,7.2c0.5,0.8,0.7,1.6,0.7,2.3c0,1-0.6,2-1.9,3l-6.3,4.2
+		c-0.9,0.6-1.8,0.9-2.6,0.9c-1,0-2-0.5-3-1.4C76.2,90,75,88.4,74,86.8c-1-1.7-2-3.6-3.1-5.9c-7.8,9.2-17.6,13.8-29.4,13.8
+		c-8.4,0-15.1-2.4-20-7.2c-4.9-4.8-7.4-11.2-7.4-19.2c0-8.5,3-15.4,9.1-20.6c6.1-5.2,14.2-7.8,24.5-7.8c3.4,0,6.9,0.3,10.6,0.8
+		c3.7,0.5,7.5,1.3,11.5,2.2v-7.3c0-7.6-1.6-12.9-4.7-16c-3.2-3.1-8.6-4.6-16.3-4.6c-3.5,0-7.1,0.4-10.8,1.3c-3.7,0.9-7.3,2-10.8,3.4
+		c-1.6,0.7-2.8,1.1-3.5,1.3c-0.7,0.2-1.2,0.3-1.6,0.3c-1.4,0-2.1-1-2.1-3.1v-4.9c0-1.6,0.2-2.8,0.7-3.5c0.5-0.7,1.4-1.4,2.8-2.1
+		c3.5-1.8,7.7-3.3,12.6-4.5c4.9-1.3,10.1-1.9,15.6-1.9c11.9,0,20.6,2.7,26.2,8.1c5.5,5.4,8.3,13.6,8.3,24.6V66.4z M45.8,81.6
+		c3.3,0,6.7-0.6,10.3-1.8c3.6-1.2,6.8-3.4,9.5-6.4c1.6-1.9,2.8-4,3.4-6.4c0.6-2.4,1-5.3,1-8.7v-4.2c-2.9-0.7-6-1.3-9.2-1.7
+		c-3.2-0.4-6.3-0.6-9.4-0.6c-6.7,0-11.6,1.3-14.9,4c-3.3,2.7-4.9,6.5-4.9,11.5c0,4.7,1.2,8.2,3.7,10.6
+		C37.7,80.4,41.2,81.6,45.8,81.6z M126.1,92.4c-1.8,0-3-0.3-3.8-1c-0.8-0.6-1.5-2-2.1-3.9L96.7,10.2c-0.6-2-0.9-3.3-0.9-4
+		c0-1.6,0.8-2.5,2.4-2.5h9.8c1.9,0,3.2,0.3,3.9,1c0.8,0.6,1.4,2,2,3.9l16.8,66.2l15.6-66.2c0.5-2,1.1-3.3,1.9-3.9c0.8-0.6,2.2-1,4-1
+		h8c1.9,0,3.2,0.3,4,1c0.8,0.6,1.5,2,1.9,3.9l15.8,67l17.3-67c0.6-2,1.3-3.3,2-3.9c0.8-0.6,2.1-1,3.9-1h9.3c1.6,0,2.5,0.8,2.5,2.5
+		c0,0.5-0.1,1-0.2,1.6c-0.1,0.6-0.3,1.4-0.7,2.5l-24.1,77.3c-0.6,2-1.3,3.3-2.1,3.9c-0.8,0.6-2.1,1-3.8,1h-8.6c-1.9,0-3.2-0.3-4-1
+		c-0.8-0.7-1.5-2-1.9-4L156,23l-15.4,64.4c-0.5,2-1.1,3.3-1.9,4c-0.8,0.7-2.2,1-4,1H126.1z M254.6,95.1c-5.2,0-10.4-0.6-15.4-1.8
+		c-5-1.2-8.9-2.5-11.5-4c-1.6-0.9-2.7-1.9-3.1-2.8c-0.4-0.9-0.6-1.9-0.6-2.8v-5.1c0-2.1,0.8-3.1,2.3-3.1c0.6,0,1.2,0.1,1.8,0.3
+		c0.6,0.2,1.5,0.6,2.5,1c3.4,1.5,7.1,2.7,11,3.5c4,0.8,7.9,1.2,11.9,1.2c6.3,0,11.2-1.1,14.6-3.3c3.4-2.2,5.2-5.4,5.2-9.5
+		c0-2.8-0.9-5.1-2.7-7c-1.8-1.9-5.2-3.6-10.1-5.2L246,52c-7.3-2.3-12.7-5.7-16-10.2c-3.3-4.4-5-9.3-5-14.5c0-4.2,0.9-7.9,2.7-11.1
+		c1.8-3.2,4.2-6,7.2-8.2c3-2.3,6.4-4,10.4-5.2c4-1.2,8.2-1.7,12.6-1.7c2.2,0,4.5,0.1,6.7,0.4c2.3,0.3,4.4,0.7,6.5,1.1
+		c2,0.5,3.9,1,5.7,1.6c1.8,0.6,3.2,1.2,4.2,1.8c1.4,0.8,2.4,1.6,3,2.5c0.6,0.8,0.9,1.9,0.9,3.3v4.7c0,2.1-0.8,3.2-2.3,3.2
+		c-0.8,0-2.1-0.4-3.8-1.2c-5.7-2.6-12.1-3.9-19.2-3.9c-5.7,0-10.2,0.9-13.3,2.8c-3.1,1.9-4.7,4.8-4.7,8.9c0,2.8,1,5.2,3,7.1
+		c2,1.9,5.7,3.8,11,5.5l14.2,4.5c7.2,2.3,12.4,5.5,15.5,9.6c3.1,4.1,4.6,8.8,4.6,14c0,4.3-0.9,8.2-2.6,11.6
+		c-1.8,3.4-4.2,6.4-7.3,8.8c-3.1,2.5-6.8,4.3-11.1,5.6C264.4,94.4,259.7,95.1,254.6,95.1z"/>
+	<g>
+		<path class="st1" d="M273.5,143.7c-32.9,24.3-80.7,37.2-121.8,37.2c-57.6,0-109.5-21.3-148.7-56.7c-3.1-2.8-0.3-6.6,3.4-4.4
+			c42.4,24.6,94.7,39.5,148.8,39.5c36.5,0,76.6-7.6,113.5-23.2C274.2,133.6,278.9,139.7,273.5,143.7z"/>
+		<path class="st1" d="M287.2,128.1c-4.2-5.4-27.8-2.6-38.5-1.3c-3.2,0.4-3.7-2.4-0.8-4.5c18.8-13.2,49.7-9.4,53.3-5
+			c3.6,4.5-1,35.4-18.6,50.2c-2.7,2.3-5.3,1.1-4.1-1.9C282.5,155.7,291.4,133.4,287.2,128.1z"/>
+	</g>
+</g>
+</svg>
diff --git a/src/frontend/src/icons/AWS/index.tsx b/src/frontend/src/icons/AWS/index.tsx
new file mode 100644
index 000000000..caedd54aa
--- /dev/null
+++ b/src/frontend/src/icons/AWS/index.tsx
@@ -0,0 +1,8 @@
+import React, { forwardRef } from "react";
+import SvgAWS from "./AWS";
+
+export const AWSIcon = forwardRef<SVGSVGElement, React.PropsWithChildren<{}>>(
+  (props, ref) => {
+    return <SvgAWS ref={ref} {...props} />;
+  }
+);
diff --git a/src/frontend/src/modals/ApiModal/index.tsx b/src/frontend/src/modals/ApiModal/index.tsx
index 446562f66..dde0090c1 100644
--- a/src/frontend/src/modals/ApiModal/index.tsx
+++ b/src/frontend/src/modals/ApiModal/index.tsx
@@ -15,7 +15,7 @@ import CodeTabsComponent from "../../components/codeTabsComponent";
 import IconComponent from "../../components/genericIconComponent";
 import { EXPORT_CODE_DIALOG } from "../../constants/constants";
 import { AuthContext } from "../../contexts/authContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { TemplateVariableType } from "../../types/api";
 import { tweakType, uniqueTweakType } from "../../types/components";
 import { FlowType, NodeType } from "../../types/flow/index";
@@ -45,7 +45,7 @@ const ApiModal = forwardRef(
     const [activeTab, setActiveTab] = useState("0");
     const tweak = useRef<tweakType>([]);
     const tweaksList = useRef<string[]>([]);
-    const { setTweak, getTweak, tabsState } = useContext(TabsContext);
+    const { setTweak, getTweak, tabsState } = useContext(FlowsContext);
     const pythonApiCode = getPythonApiCode(
       flow,
       autoLogin,
diff --git a/src/frontend/src/modals/EditNodeModal/index.tsx b/src/frontend/src/modals/EditNodeModal/index.tsx
index af70d6b0e..6466d19b9 100644
--- a/src/frontend/src/modals/EditNodeModal/index.tsx
+++ b/src/frontend/src/modals/EditNodeModal/index.tsx
@@ -33,10 +33,10 @@ import {
   TableRow,
 } from "../../components/ui/table";
 import { limitScrollFieldsModal } from "../../constants/constants";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { typesContext } from "../../contexts/typesContext";
 import { NodeDataType } from "../../types/flow";
-import { TabsState } from "../../types/tabs";
+import { FlowsState } from "../../types/tabs";
 import {
   convertObjToArray,
   convertValuesToNumbers,
@@ -69,7 +69,7 @@ const EditNodeModal = forwardRef(
 
     const myData = useRef(data);
 
-    const { setTabsState, tabId } = useContext(TabsContext);
+    const { setTabsState, tabId } = useContext(FlowsContext);
     const { reactFlowInstance } = useContext(typesContext);
     let disabled =
       reactFlowInstance
@@ -542,7 +542,7 @@ const EditNodeModal = forwardRef(
               const newData = cloneDeep(myData.current);
               myData.current = newData;
               //@ts-ignore
-              setTabsState((prev: TabsState) => {
+              setTabsState((prev: FlowsState) => {
                 return {
                   ...prev,
                   [tabId]: {
diff --git a/src/frontend/src/modals/exportModal/index.tsx b/src/frontend/src/modals/exportModal/index.tsx
index 89bc292c9..65d6a30d1 100644
--- a/src/frontend/src/modals/exportModal/index.tsx
+++ b/src/frontend/src/modals/exportModal/index.tsx
@@ -5,13 +5,15 @@ import { Button } from "../../components/ui/button";
 import { Checkbox } from "../../components/ui/checkbox";
 import { EXPORT_DIALOG_SUBTITLE } from "../../constants/constants";
 import { alertContext } from "../../contexts/alertContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
+import { typesContext } from "../../contexts/typesContext";
 import { removeApiKeys } from "../../utils/reactflowUtils";
 import BaseModal from "../baseModal";
 
 const ExportModal = forwardRef(
   (props: { children: ReactNode }, ref): JSX.Element => {
-    const { flows, tabId, downloadFlow } = useContext(TabsContext);
+    const { flows, tabId, downloadFlow } = useContext(FlowsContext);
+    const { reactFlowInstance } = useContext(typesContext);
     const { setNoticeData } = useContext(alertContext);
     const [checked, setChecked] = useState(true);
     const flow = flows.find((f) => f.id === tabId);
@@ -66,7 +68,12 @@ const ExportModal = forwardRef(
             onClick={() => {
               if (checked) {
                 downloadFlow(
-                  flows.find((flow) => flow.id === tabId)!,
+                  {
+                    id: tabId,
+                    data: reactFlowInstance?.toObject()!,
+                    description,
+                    name,
+                  },
                   name!,
                   description
                 );
@@ -76,7 +83,12 @@ const ExportModal = forwardRef(
                 });
               } else
                 downloadFlow(
-                  removeApiKeys(flows.find((flow) => flow.id === tabId)!),
+                  removeApiKeys({
+                    id: tabId,
+                    data: reactFlowInstance?.toObject()!,
+                    description,
+                    name,
+                  }),
                   name!,
                   description
                 );
diff --git a/src/frontend/src/modals/flowSettingsModal/index.tsx b/src/frontend/src/modals/flowSettingsModal/index.tsx
index 48eb9225c..1d514adc9 100644
--- a/src/frontend/src/modals/flowSettingsModal/index.tsx
+++ b/src/frontend/src/modals/flowSettingsModal/index.tsx
@@ -3,7 +3,7 @@ import EditFlowSettings from "../../components/EditFlowSettingsComponent";
 import IconComponent from "../../components/genericIconComponent";
 import { Button } from "../../components/ui/button";
 import { SETTINGS_DIALOG_SUBTITLE } from "../../constants/constants";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { FlowSettingsPropsType } from "../../types/components";
 import BaseModal from "../baseModal";
 
@@ -11,7 +11,7 @@ export default function FlowSettingsModal({
   open,
   setOpen,
 }: FlowSettingsPropsType): JSX.Element {
-  const { flows, tabId, updateFlow, saveFlow } = useContext(TabsContext);
+  const { flows, tabId, updateFlow, saveFlow } = useContext(FlowsContext);
   const flow = flows.find((f) => f.id === tabId);
   useEffect(() => {
     setName(flow!.name);
diff --git a/src/frontend/src/modals/formModal/index.tsx b/src/frontend/src/modals/formModal/index.tsx
index 2c7fa53fe..f6f7c214f 100644
--- a/src/frontend/src/modals/formModal/index.tsx
+++ b/src/frontend/src/modals/formModal/index.tsx
@@ -24,9 +24,9 @@ import {
 import { Textarea } from "../../components/ui/textarea";
 import { CHAT_FORM_DIALOG_SUBTITLE } from "../../constants/constants";
 import { AuthContext } from "../../contexts/authContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { getBuildStatus } from "../../controllers/API";
-import { TabsState } from "../../types/tabs";
+import { FlowsState } from "../../types/tabs";
 import { validateNodes } from "../../utils/reactflowUtils";
 
 export default function FormModal({
@@ -38,7 +38,7 @@ export default function FormModal({
   setOpen: (open: boolean) => void;
   flow: FlowType;
 }): JSX.Element {
-  const { tabsState, setTabsState } = useContext(TabsContext);
+  const { tabsState, setTabsState } = useContext(FlowsContext);
   const [chatValue, setChatValue] = useState(() => {
     try {
       const { formKeysData } = tabsState[flow.id];
@@ -401,7 +401,7 @@ export default function FormModal({
         chatKey: chatKey!,
       });
       //@ts-ignore
-      setTabsState((old: TabsState) => {
+      setTabsState((old: FlowsState) => {
         if (!chatKey) return old;
         let newTabsState = _.cloneDeep(old);
         newTabsState[id.current].formKeysData.input_keys![chatKey] = "";
@@ -522,7 +522,7 @@ export default function FormModal({
                             }
                             onChange={(e) => {
                               //@ts-ignore
-                              setTabsState((old: TabsState) => {
+                              setTabsState((old: FlowsState) => {
                                 let newTabsState = _.cloneDeep(old);
                                 newTabsState[
                                   id.current
@@ -634,7 +634,7 @@ export default function FormModal({
                       setChatValue={(value) => {
                         setChatValue(value);
                         //@ts-ignore
-                        setTabsState((old: TabsState) => {
+                        setTabsState((old: FlowsState) => {
                           let newTabsState = _.cloneDeep(old);
                           newTabsState[id.current].formKeysData.input_keys![
                             chatKey!
diff --git a/src/frontend/src/pages/AdminPage/index.tsx b/src/frontend/src/pages/AdminPage/index.tsx
index f6e17a32a..f655b1e2c 100644
--- a/src/frontend/src/pages/AdminPage/index.tsx
+++ b/src/frontend/src/pages/AdminPage/index.tsx
@@ -22,7 +22,7 @@ import {
 } from "../../constants/constants";
 import { alertContext } from "../../contexts/alertContext";
 import { AuthContext } from "../../contexts/authContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import {
   addUser,
   deleteUser,
@@ -44,7 +44,7 @@ export default function AdminPage() {
   const { userData } = useContext(AuthContext);
   const [totalRowsCount, setTotalRowsCount] = useState(0);
 
-  const { setTabId } = useContext(TabsContext);
+  const { setTabId } = useContext(FlowsContext);
 
   // set null id
   useEffect(() => {
diff --git a/src/frontend/src/pages/CommunityPage/index.tsx b/src/frontend/src/pages/CommunityPage/index.tsx
index 567eb8b47..bd1d7a21f 100644
--- a/src/frontend/src/pages/CommunityPage/index.tsx
+++ b/src/frontend/src/pages/CommunityPage/index.tsx
@@ -1,7 +1,7 @@
 import { useContext, useEffect, useState } from "react";
 import { Button } from "../../components/ui/button";
 import { alertContext } from "../../contexts/alertContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 
 import { useNavigate } from "react-router-dom";
 import { CardComponent } from "../../components/cardComponent";
@@ -12,7 +12,7 @@ import { getExamples } from "../../controllers/API";
 import { FlowType } from "../../types/flow";
 export default function CommunityPage(): JSX.Element {
   const { flows, setTabId, downloadFlows, uploadFlows, addFlow } =
-    useContext(TabsContext);
+    useContext(FlowsContext);
 
   // set null id
   useEffect(() => {
diff --git a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
index 20fb826e1..71931b18c 100644
--- a/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/PageComponent/index.tsx
@@ -28,13 +28,13 @@ import ReactFlow, {
 import GenericNode from "../../../../CustomNodes/GenericNode";
 import Chat from "../../../../components/chatComponent";
 import { alertContext } from "../../../../contexts/alertContext";
+import { FlowsContext } from "../../../../contexts/flowsContext";
 import { locationContext } from "../../../../contexts/locationContext";
-import { TabsContext } from "../../../../contexts/tabsContext";
 import { typesContext } from "../../../../contexts/typesContext";
 import { undoRedoContext } from "../../../../contexts/undoRedoContext";
 import { APIClassType } from "../../../../types/api";
 import { FlowType, NodeType, targetHandleType } from "../../../../types/flow";
-import { TabsState } from "../../../../types/tabs";
+import { FlowsState } from "../../../../types/tabs";
 import {
   generateFlow,
   generateNodeFromFlow,
@@ -70,7 +70,7 @@ export default function Page({
     saveFlow,
     setTabsState,
     tabId,
-  } = useContext(TabsContext);
+  } = useContext(FlowsContext);
   const {
     types,
     reactFlowInstance,
@@ -208,7 +208,7 @@ export default function Page({
         return newX;
       });
       //@ts-ignore
-      setTabsState((prev: TabsState) => {
+      setTabsState((prev: FlowsState) => {
         return {
           ...prev,
           [tabId]: {
@@ -225,7 +225,7 @@ export default function Page({
     (change: NodeChange[]) => {
       onNodesChange(change);
       //@ts-ignore
-      setTabsState((prev: TabsState) => {
+      setTabsState((prev: FlowsState) => {
         return {
           ...prev,
           [tabId]: {
@@ -310,7 +310,6 @@ export default function Page({
           event.dataTransfer.getData("nodedata")
         );
 
-        // If data type is not "chatInput" or if there are no "chatInputNode" nodes present in the ReactFlow instance, create a new node
         // Calculate the position where the node should be created
         const position = reactFlowInstance!.project({
           x: event.clientX - reactflowBounds!.left,
diff --git a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
index 7ff586131..664ec80d3 100644
--- a/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/extraSidebarComponent/index.tsx
@@ -5,7 +5,7 @@ import IconComponent from "../../../../components/genericIconComponent";
 import { Input } from "../../../../components/ui/input";
 import { Separator } from "../../../../components/ui/separator";
 import { alertContext } from "../../../../contexts/alertContext";
-import { TabsContext } from "../../../../contexts/tabsContext";
+import { FlowsContext } from "../../../../contexts/flowsContext";
 import { typesContext } from "../../../../contexts/typesContext";
 import ApiModal from "../../../../modals/ApiModal";
 import ExportModal from "../../../../modals/exportModal";
@@ -22,7 +22,7 @@ export default function ExtraSidebar(): JSX.Element {
   const { data, templates, getFilterEdge, setFilterEdge } =
     useContext(typesContext);
   const { flows, tabId, uploadFlow, tabsState, saveFlow, isBuilt } =
-    useContext(TabsContext);
+    useContext(FlowsContext);
   const { setSuccessData, setErrorData } = useContext(alertContext);
   const [dataFilter, setFilterData] = useState(data);
   const [search, setSearch] = useState("");
diff --git a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
index ffd5ea2cb..47c213145 100644
--- a/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
+++ b/src/frontend/src/pages/FlowPage/components/nodeToolbarComponent/index.tsx
@@ -8,7 +8,7 @@ import {
   SelectItem,
   SelectTrigger,
 } from "../../../../components/ui/select-custom";
-import { TabsContext } from "../../../../contexts/tabsContext";
+import { FlowsContext } from "../../../../contexts/flowsContext";
 import EditNodeModal from "../../../../modals/EditNodeModal";
 import { nodeToolbarPropsType } from "../../../../types/components";
 import {
@@ -54,7 +54,7 @@ export default function NodeToolbarComponent({
   const isMinimal = canMinimize();
   const isGroup = data.node?.flow ? true : false;
 
-  const { paste } = useContext(TabsContext);
+  const { paste } = useContext(FlowsContext);
   const reactFlowInstance = useReactFlow();
   const [showModalAdvanced, setShowModalAdvanced] = useState(false);
   const [selectedValue, setSelectedValue] = useState("");
diff --git a/src/frontend/src/pages/FlowPage/index.tsx b/src/frontend/src/pages/FlowPage/index.tsx
index e9e5c2f34..83fc4145d 100644
--- a/src/frontend/src/pages/FlowPage/index.tsx
+++ b/src/frontend/src/pages/FlowPage/index.tsx
@@ -1,12 +1,12 @@
 import { useContext, useEffect, useState } from "react";
 import { useParams } from "react-router-dom";
 import Header from "../../components/headerComponent";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { getVersion } from "../../controllers/API";
 import Page from "./components/PageComponent";
 
 export default function FlowPage(): JSX.Element {
-  const { flows, tabId, setTabId } = useContext(TabsContext);
+  const { flows, tabId, setTabId } = useContext(FlowsContext);
   const { id } = useParams();
 
   // Set flow tab id
diff --git a/src/frontend/src/pages/MainPage/index.tsx b/src/frontend/src/pages/MainPage/index.tsx
index 7ee00f5c9..fed704d36 100644
--- a/src/frontend/src/pages/MainPage/index.tsx
+++ b/src/frontend/src/pages/MainPage/index.tsx
@@ -8,7 +8,7 @@ import { SkeletonCardComponent } from "../../components/skeletonCardComponent";
 import { Button } from "../../components/ui/button";
 import { USER_PROJECTS_HEADER } from "../../constants/constants";
 import { alertContext } from "../../contexts/alertContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 export default function HomePage(): JSX.Element {
   const {
     flows,
@@ -19,7 +19,7 @@ export default function HomePage(): JSX.Element {
     removeFlow,
     uploadFlow,
     isLoading,
-  } = useContext(TabsContext);
+  } = useContext(FlowsContext);
   const { setErrorData } = useContext(alertContext);
   const dropdownOptions = [
     {
diff --git a/src/frontend/src/pages/ProfileSettingsPage/index.tsx b/src/frontend/src/pages/ProfileSettingsPage/index.tsx
index 443de4a4b..395b7bdf4 100644
--- a/src/frontend/src/pages/ProfileSettingsPage/index.tsx
+++ b/src/frontend/src/pages/ProfileSettingsPage/index.tsx
@@ -9,7 +9,7 @@ import { Button } from "../../components/ui/button";
 import { CONTROL_PATCH_USER_STATE } from "../../constants/constants";
 import { alertContext } from "../../contexts/alertContext";
 import { AuthContext } from "../../contexts/authContext";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { resetPassword, updateUser } from "../../controllers/API";
 import {
   inputHandlerEventType,
@@ -17,7 +17,7 @@ import {
 } from "../../types/components";
 import { gradients } from "../../utils/styleUtils";
 export default function ProfileSettingsPage(): JSX.Element {
-  const { setTabId } = useContext(TabsContext);
+  const { setTabId } = useContext(FlowsContext);
 
   const [inputState, setInputState] = useState<patchUserInputStateType>(
     CONTROL_PATCH_USER_STATE
diff --git a/src/frontend/src/pages/ViewPage/index.tsx b/src/frontend/src/pages/ViewPage/index.tsx
index 4ce5baed4..ec64001dd 100644
--- a/src/frontend/src/pages/ViewPage/index.tsx
+++ b/src/frontend/src/pages/ViewPage/index.tsx
@@ -1,11 +1,11 @@
 import { useContext, useEffect, useState } from "react";
 import { useParams } from "react-router-dom";
-import { TabsContext } from "../../contexts/tabsContext";
+import { FlowsContext } from "../../contexts/flowsContext";
 import { getVersion } from "../../controllers/API";
 import Page from "../FlowPage/components/PageComponent";
 
 export default function ViewPage() {
-  const { flows, tabId, setTabId } = useContext(TabsContext);
+  const { flows, tabId, setTabId } = useContext(FlowsContext);
   const { id } = useParams();
 
   // Set flow tab id
diff --git a/src/frontend/src/types/api/index.ts b/src/frontend/src/types/api/index.ts
index 49b989ac2..69bc8a670 100644
--- a/src/frontend/src/types/api/index.ts
+++ b/src/frontend/src/types/api/index.ts
@@ -47,6 +47,8 @@ export type TemplateVariableType = {
   dynamic?: boolean;
   proxy?: { id: string; field: string };
   input_types?: Array<string>;
+  display_name?: string;
+  name?: string;
   [key: string]: any;
 };
 export type sendAllProps = {
diff --git a/src/frontend/src/types/tabs/index.ts b/src/frontend/src/types/tabs/index.ts
index c935bfd5f..1dc3a68d3 100644
--- a/src/frontend/src/types/tabs/index.ts
+++ b/src/frontend/src/types/tabs/index.ts
@@ -1,7 +1,7 @@
 import { tweakType } from "../components";
 import { FlowType } from "../flow";
 
-export type TabsContextType = {
+export type FlowsContextType = {
   saveFlow: (flow: FlowType, silent?: boolean) => Promise<void>;
   tabId: string;
   isLoading: boolean;
@@ -26,8 +26,8 @@ export type TabsContextType = {
   uploadFlow: (newFlow: boolean, file?: File) => Promise<String | undefined>;
   hardReset: () => void;
   getNodeId: (nodeType: string) => string;
-  tabsState: TabsState;
-  setTabsState: (state: TabsState) => void;
+  tabsState: FlowsState;
+  setTabsState: (state: FlowsState) => void;
   paste: (
     selection: { nodes: any; edges: any },
     position: { x: number; y: number; paneX?: number; paneY?: number }
@@ -38,7 +38,7 @@ export type TabsContextType = {
   getTweak: tweakType;
 };
 
-export type TabsState = {
+export type FlowsState = {
   [key: string]: {
     isPending: boolean;
     formKeysData: {
diff --git a/src/frontend/src/utils/reactflowUtils.ts b/src/frontend/src/utils/reactflowUtils.ts
index a1c2e7dc5..543928432 100644
--- a/src/frontend/src/utils/reactflowUtils.ts
+++ b/src/frontend/src/utils/reactflowUtils.ts
@@ -25,8 +25,7 @@ import {
   unselectAllNodesType,
   updateEdgesHandleIdsType,
 } from "../types/utils/reactflowUtils";
-import { toNormalCase, toTitleCase } from "./utils";
-const uid = new ShortUniqueId({ length: 5 });
+import { getFieldTitle, toTitleCase } from "./utils";
 
 export function cleanEdges({
   flow: { edges, nodes },
@@ -240,11 +239,7 @@ export function validateNode(node: NodeType, edges: Edge[]): Array<string> {
             node.id
       )
     ) {
-      errors.push(
-        `${type} is missing ${
-          template.display_name || toNormalCase(template[t].name)
-        }.`
-      );
+      errors.push(`${type} is missing ${getFieldTitle(template, t)}.`);
     } else if (
       template[t].type === "dict" &&
       template[t].required &&
@@ -255,15 +250,14 @@ export function validateNode(node: NodeType, edges: Edge[]): Array<string> {
     ) {
       if (hasDuplicateKeys(template[t].value))
         errors.push(
-          `${type} (${
-            template.display_name || template[t].name
-          }) contains duplicate keys with the same values.`
+          `${type} (${getFieldTitle(
+            template,
+            t
+          )}) contains duplicate keys with the same values.`
         );
       if (hasEmptyKey(template[t].value))
         errors.push(
-          `${type} (${
-            template.display_name || template[t].name
-          }) field must not be empty.`
+          `${type} (${getFieldTitle(template, t)}) field must not be empty.`
         );
     }
     return errors;
@@ -512,7 +506,7 @@ export function generateFlow(
   name: string
 ): generateFlowType {
   const newFlowData = reactFlowInstance.toObject();
-
+  const uid = new ShortUniqueId({ length: 5 });
   /*	remove edges that are not connected to selected nodes on both ends
 		in future we can save this edges to when ungrouping reconect to the old nodes
 	*/
@@ -875,7 +869,7 @@ export function ungroupNode(
     let { field, id } = template[key].proxy!;
     let nodeIndex = gNodes.findIndex((n) => n.id === id);
     if (nodeIndex !== -1) {
-      let display_name: string;
+      let display_name: string | undefined;
       let show = gNodes[nodeIndex].data.node!.template[field].show;
       let advanced = gNodes[nodeIndex].data.node!.template[field].advanced;
       if (gNodes[nodeIndex].data.node!.template[field].display_name) {
@@ -965,7 +959,7 @@ export function expandGroupNode(
     let nodeIndex = gNodes.findIndex((n) => n.id === id);
     if (nodeIndex !== -1) {
       let proxy: { id: string; field: string } | undefined;
-      let display_name: string;
+      let display_name: string | undefined;
       let show = gNodes[nodeIndex].data.node!.template[field].show;
       let advanced = gNodes[nodeIndex].data.node!.template[field].advanced;
       if (gNodes[nodeIndex].data.node!.template[field].display_name) {
@@ -981,7 +975,8 @@ export function expandGroupNode(
       gNodes[nodeIndex].data.node!.template[field].show = show;
       gNodes[nodeIndex].data.node!.template[field].advanced = advanced;
       gNodes[nodeIndex].data.node!.template[field].display_name = display_name;
-      gNodes[nodeIndex].selected = false;
+      // keep the nodes selected after ungrouping
+      // gNodes[nodeIndex].selected = false;
       if (proxy) {
         gNodes[nodeIndex].data.node!.template[field].proxy = proxy;
       } else {
diff --git a/src/frontend/src/utils/styleUtils.ts b/src/frontend/src/utils/styleUtils.ts
index 873d4c9e2..86011f6e0 100644
--- a/src/frontend/src/utils/styleUtils.ts
+++ b/src/frontend/src/utils/styleUtils.ts
@@ -87,6 +87,7 @@ import {
   Zap,
 } from "lucide-react";
 import { FaApple, FaGithub } from "react-icons/fa";
+import { AWSIcon } from "../icons/AWS";
 import { AirbyteIcon } from "../icons/Airbyte";
 import { AnthropicIcon } from "../icons/Anthropic";
 import { BingIcon } from "../icons/Bing";
@@ -199,6 +200,7 @@ export const nodeIconsLucide: iconsType = {
   ArrowUpToLine: ArrowUpToLine,
   Chroma: ChromaIcon,
   AirbyteJSONLoader: AirbyteIcon,
+  AmazonBedrockEmbeddings: AWSIcon,
   Anthropic: AnthropicIcon,
   ChatAnthropic: AnthropicIcon,
   BingSearchAPIWrapper: BingIcon,
diff --git a/src/frontend/src/utils/utils.ts b/src/frontend/src/utils/utils.ts
index ef56e45ea..c32962747 100644
--- a/src/frontend/src/utils/utils.ts
+++ b/src/frontend/src/utils/utils.ts
@@ -1,14 +1,18 @@
 import clsx, { ClassValue } from "clsx";
 import { twMerge } from "tailwind-merge";
 import { ADJECTIVES, DESCRIPTIONS, NOUNS } from "../flow_constants";
-import { APIDataType, TemplateVariableType } from "../types/api";
+import {
+  APIDataType,
+  APITemplateType,
+  TemplateVariableType,
+} from "../types/api";
 import {
   IVarHighlightType,
   groupedObjType,
   tweakType,
 } from "../types/components";
 import { FlowType, NodeType } from "../types/flow";
-import { TabsState } from "../types/tabs";
+import { FlowsState } from "../types/tabs";
 import { buildTweaks } from "./reactflowUtils";
 
 export function classNames(...classes: Array<string>): string {
@@ -53,7 +57,8 @@ export function normalCaseToSnakeCase(str: string): string {
     .join("_");
 }
 
-export function toTitleCase(str: string): string {
+export function toTitleCase(str: string | undefined): string {
+  if (!str) return "";
   let result = str
     .split("_")
     .map((word, index) => {
@@ -195,7 +200,7 @@ export function groupByFamily(
       }));
 }
 
-export function buildInputs(tabsState: TabsState, id: string): string {
+export function buildInputs(tabsState: FlowsState, id: string): string {
   return tabsState &&
     tabsState[id] &&
     tabsState[id].formKeysData &&
@@ -273,10 +278,10 @@ export function buildTweakObject(tweak: tweakType) {
 /**
  * Function to get Chat Input Field
  * @param {FlowType} flow - The current flow.
- * @param {TabsState} tabsState - The current tabs state.
+ * @param {FlowsState} tabsState - The current tabs state.
  * @returns {string} - The chat input field
  */
-export function getChatInputField(flow: FlowType, tabsState?: TabsState) {
+export function getChatInputField(flow: FlowType, tabsState?: FlowsState) {
   let chat_input_field = "text";
 
   if (
@@ -301,7 +306,7 @@ export function getPythonApiCode(
   flow: FlowType,
   isAuth: boolean,
   tweak?: any[],
-  tabsState?: TabsState
+  tabsState?: FlowsState
 ): string {
   const flowId = flow.id;
 
@@ -365,7 +370,7 @@ export function getCurlCode(
   flow: FlowType,
   isAuth: boolean,
   tweak?: any[],
-  tabsState?: TabsState
+  tabsState?: FlowsState
 ): string {
   const flowId = flow.id;
   const tweaks = buildTweaks(flow);
@@ -393,7 +398,7 @@ export function getCurlCode(
 export function getPythonCode(
   flow: FlowType,
   tweak?: any[],
-  tabsState?: TabsState
+  tabsState?: FlowsState
 ): string {
   const flowName = flow.name;
   const tweaks = buildTweaks(flow);
@@ -418,7 +423,7 @@ flow(inputs)`;
 export function getWidgetCode(
   flow: FlowType,
   isAuth: boolean,
-  tabsState?: TabsState
+  tabsState?: FlowsState
 ): string {
   const flowId = flow.id;
   const flowName = flow.name;
@@ -550,3 +555,14 @@ export function tabsArray(codes: string[], method: number) {
     },
   ];
 }
+
+export function getFieldTitle(
+  template: APITemplateType,
+  templateField: string
+): string {
+  return template[templateField].display_name
+    ? template[templateField].display_name!
+    : template[templateField].name
+    ? toTitleCase(template[templateField].name!)
+    : toTitleCase(templateField);
+}