From 6a3f89c2b9b5f7aeff854945f1f4b2ede312e791 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Tue, 27 Jun 2023 16:53:48 -0300
Subject: [PATCH 01/15] feat: adding VertexAI

Issue #290
---
 src/backend/langflow/config.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index 518ff7029..f31fdc035 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -119,6 +119,8 @@ llms:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/anthropic"
   HuggingFaceHub:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/huggingface_hub"
+  VertexAI:
+    documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/google_vertex_ai_palm"
 memories:
   ConversationBufferMemory:
     documentation: "https://python.langchain.com/docs/modules/memory/how_to/summary"

From 879390488ea141b63a762036b6fab3e32803b2b2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Thu, 29 Jun 2023 19:06:50 -0300
Subject: [PATCH 02/15] =?UTF-8?q?=F0=9F=94=96=20chore(pyproject.toml):=20u?=
 =?UTF-8?q?pdate=20package=20version=20to=200.2.7=20The=20package=20versio?=
 =?UTF-8?q?n=20has=20been=20updated=20from=200.2.6=20to=200.2.7.=20This=20?=
 =?UTF-8?q?change=20is=20made=20to=20reflect=20the=20latest=20changes=20an?=
 =?UTF-8?q?d=20improvements=20in=20the=20package.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9d549a405..dfcb53cd3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langflow"
-version = "0.2.6"
+version = "0.2.7"
 description = "A Python package with a built-in web application"
 authors = ["Logspace <contact@logspace.ai>"]
 maintainers = [

From 4d72c92e4cb01bb46f4f4fc7a4c7df0cba03ae51 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 09:00:18 -0300
Subject: [PATCH 03/15] =?UTF-8?q?=F0=9F=94=A7=20chore(llms.py):=20add=20ex?=
 =?UTF-8?q?tra=20fields=20for=20VertexAI=20template=20and=20modify=20field?=
 =?UTF-8?q?=20type=20for=20"credentials"=20=F0=9F=93=9D=20chore(llms.py):?=
 =?UTF-8?q?=20improve=20field=20configuration=20for=20VertexAI=20template?=
 =?UTF-8?q?=20and=20modify=20field=20type=20for=20"credentials"=20The=20`a?=
 =?UTF-8?q?dd=5Fextra=5Ffields`=20method=20is=20modified=20to=20add=20an?=
 =?UTF-8?q?=20additional=20field=20called=20"credentials"=20for=20the=20Ve?=
 =?UTF-8?q?rtexAI=20template.=20The=20field=20is=20of=20type=20"file"=20an?=
 =?UTF-8?q?d=20is=20required.=20It=20allows=20the=20user=20to=20upload=20a?=
 =?UTF-8?q?=20JSON=20file=20as=20credentials.=20The=20`format=5Fopenai=5Ff?=
 =?UTF-8?q?ield`=20method=20is=20also=20updated=20to=20handle=20the=20new?=
 =?UTF-8?q?=20"credentials"=20field.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../langflow/template/frontend_node/llms.py    | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index 65bffc303..a1b1af3f3 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -6,6 +6,21 @@ from langflow.template.frontend_node.constants import OPENAI_API_BASE_INFO
 
 
 class LLMFrontendNode(FrontendNode):
+    def add_extra_fields(self) -> None:
+        if self.template.type_name == "VertexAI":
+            # Add credentials field which should of type file.
+            self.template.add_field(
+                TemplateField(
+                    field_type="file",
+                    required=True,
+                    show=True,
+                    name="credentials",
+                    value="",
+                    suffixes=[".json"],
+                    fileTypes=["json"],
+                )
+            )
+
     @staticmethod
     def format_openai_field(field: TemplateField):
         if "openai" in field.name.lower():
@@ -81,6 +96,9 @@ class LLMFrontendNode(FrontendNode):
             "model_file",
             "model_type",
             "deployment_name",
+            "credentials",
         ]:
             field.advanced = False
             field.show = True
+        if field.name == "credentials":
+            field.field_type = "file"

From e8de0c60ef3520869941b8e46c33907c7e93f6ef Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 09:23:17 -0300
Subject: [PATCH 04/15] =?UTF-8?q?=F0=9F=94=92=20chore(pyproject.toml):=20u?=
 =?UTF-8?q?pdate=20python=20dependency=20version=20to=20>=3D3.9,<3.11=20to?=
 =?UTF-8?q?=20ensure=20compatibility=20=E2=AC=86=EF=B8=8F=20feat(pyproject?=
 =?UTF-8?q?.toml):=20add=20google-cloud-aiplatform=20dependency=20to=20ena?=
 =?UTF-8?q?ble=20integration=20with=20Google=20Cloud=20AI=20Platform=20The?=
 =?UTF-8?q?=20python=20dependency=20version=20has=20been=20updated=20to=20?=
 =?UTF-8?q?>=3D3.9,<3.11=20to=20ensure=20compatibility=20with=20the=20proj?=
 =?UTF-8?q?ect.=20Additionally,=20the=20google-cloud-aiplatform=20dependen?=
 =?UTF-8?q?cy=20has=20been=20added=20to=20enable=20integration=20with=20Go?=
 =?UTF-8?q?ogle=20Cloud=20AI=20Platform=20services.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 poetry.lock    | 467 ++++++++++++++++++++++++++++++++++++++++++-------
 pyproject.toml |   3 +-
 2 files changed, 406 insertions(+), 64 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a000e3d77..f05d5dd05 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1536,6 +1536,8 @@ files = [
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+grpcio = {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""}
+grpcio-status = {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""}
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
@@ -1546,14 +1548,14 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.90.0"
+version = "2.91.0"
 description = "Google API Client Library for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-python-client-2.90.0.tar.gz", hash = "sha256:cbcb3ba8be37c6806676a49df16ac412077e5e5dc7fa967941eff977b31fba03"},
-    {file = "google_api_python_client-2.90.0-py2.py3-none-any.whl", hash = "sha256:4a41ffb7797d4f28e44635fb1e7076240b741c6493e7c3233c0e4421cec7c913"},
+    {file = "google-api-python-client-2.91.0.tar.gz", hash = "sha256:d9385ad6e7f95eecd40f7c81e3abfe4b6ad3a84f2c16bcdb66fb7b8dd814ed56"},
+    {file = "google_api_python_client-2.91.0-py2.py3-none-any.whl", hash = "sha256:6959d21d4b20c0f65c69662ca7b6a8a02fc08f3e7f72d70b28ae3e6e3a5f9ab2"},
 ]
 
 [package.dependencies]
@@ -1606,6 +1608,236 @@ google-auth = "*"
 httplib2 = ">=0.15.0"
 six = "*"
 
+[[package]]
+name = "google-cloud-aiplatform"
+version = "1.26.1"
+description = "Vertex AI API client library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-aiplatform-1.26.1.tar.gz", hash = "sha256:51c3cfff2d294e0002c7a9ce1a9d189fba61227d8c235d09aa76e253b6b90a10"},
+    {file = "google_cloud_aiplatform-1.26.1-py2.py3-none-any.whl", hash = "sha256:649ed28b7634b8c68fad2e6465b0f428a107eb35937e2eafa755972258afe4c3"},
+]
+
+[package.dependencies]
+google-api-core = {version = ">=1.32.0,<2.0.0 || >=2.8.0,<3.0.0dev", extras = ["grpc"]}
+google-cloud-bigquery = ">=1.15.0,<4.0.0dev"
+google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
+google-cloud-storage = ">=1.32.0,<3.0.0dev"
+packaging = ">=14.3"
+proto-plus = ">=1.22.0,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+shapely = "<2.0.0"
+
+[package.extras]
+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 (>=3.0.0,<8.0dev)"]
+endpoint = ["requests (>=2.28.1)"]
+full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.76.0)", "google-cloud-bigquery-storage", "google-vizier (==0.0.4)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3,<6)", "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,<6)"]
+prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<0.76.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
+private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
+tensorboard = ["tensorflow (>=2.3.0,<3.0.0dev)"]
+testing = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<0.76.0)", "google-cloud-bigquery-storage", "google-vizier (==0.0.4)", "grpcio-testing", "ipython", "kfp", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3,<6)", "requests (>=2.28.1)", "scikit-learn", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
+vizier = ["google-vizier (==0.0.4)"]
+xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
+
+[[package]]
+name = "google-cloud-bigquery"
+version = "3.11.3"
+description = "Google BigQuery API client library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-bigquery-3.11.3.tar.gz", hash = "sha256:d4585be9e76c984ec83ef290ebeff17562d2c9f2f4f84d3015d9b7b27b499a9d"},
+    {file = "google_cloud_bigquery-3.11.3-py2.py3-none-any.whl", hash = "sha256:266ba1ddd213b2454c1e4a92ae647813b783128078eb48dda4c0b443c5057e29"},
+]
+
+[package.dependencies]
+google-api-core = {version = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev", extras = ["grpc"]}
+google-cloud-core = ">=1.6.0,<3.0.0dev"
+google-resumable-media = ">=0.6.0,<3.0dev"
+grpcio = ">=1.47.0,<2.0dev"
+packaging = ">=20.0.0"
+proto-plus = ">=1.15.0,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+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)"]
+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)"]
+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)"]
+pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"]
+tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
+
+[[package]]
+name = "google-cloud-core"
+version = "2.3.2"
+description = "Google Cloud API client core library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-core-2.3.2.tar.gz", hash = "sha256:b9529ee7047fd8d4bf4a2182de619154240df17fbe60ead399078c1ae152af9a"},
+    {file = "google_cloud_core-2.3.2-py2.py3-none-any.whl", hash = "sha256:8417acf6466be2fa85123441696c4badda48db314c607cf1e5d543fa8bdc22fe"},
+]
+
+[package.dependencies]
+google-api-core = ">=1.31.6,<2.0.0 || >2.3.0,<3.0.0dev"
+google-auth = ">=1.25.0,<3.0dev"
+
+[package.extras]
+grpc = ["grpcio (>=1.38.0,<2.0dev)"]
+
+[[package]]
+name = "google-cloud-resource-manager"
+version = "1.10.1"
+description = "Google Cloud Resource Manager API client library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-resource-manager-1.10.1.tar.gz", hash = "sha256:c974fb6f9810476cf7b63ea89394c1a8df47f7f2dc2303e728bb74b500bcde67"},
+    {file = "google_cloud_resource_manager-1.10.1-py2.py3-none-any.whl", hash = "sha256:41a2204532f084c707fde0bc1a9bc95c7e0b739d7072dd0b8a25106667a56184"},
+]
+
+[package.dependencies]
+google-api-core = {version = ">=1.34.0,<2.0.0 || >=2.11.0,<3.0.0dev", extras = ["grpc"]}
+grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
+proto-plus = ">=1.22.0,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+
+[[package]]
+name = "google-cloud-storage"
+version = "2.10.0"
+description = "Google Cloud Storage API client library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-storage-2.10.0.tar.gz", hash = "sha256:934b31ead5f3994e5360f9ff5750982c5b6b11604dc072bc452c25965e076dc7"},
+    {file = "google_cloud_storage-2.10.0-py2.py3-none-any.whl", hash = "sha256:9433cf28801671de1c80434238fb1e7e4a1ba3087470e90f70c928ea77c2b9d7"},
+]
+
+[package.dependencies]
+google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev"
+google-auth = ">=1.25.0,<3.0dev"
+google-cloud-core = ">=2.3.0,<3.0dev"
+google-resumable-media = ">=2.3.2"
+requests = ">=2.18.0,<3.0.0dev"
+
+[package.extras]
+protobuf = ["protobuf (<5.0.0dev)"]
+
+[[package]]
+name = "google-crc32c"
+version = "1.5.0"
+description = "A python wrapper of the C library 'Google CRC32C'"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-crc32c-1.5.0.tar.gz", hash = "sha256:89284716bc6a5a415d4eaa11b1726d2d60a0cd12aadf5439828353662ede9dd7"},
+    {file = "google_crc32c-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:596d1f98fc70232fcb6590c439f43b350cb762fb5d61ce7b0e9db4539654cc13"},
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+    {file = "google_crc32c-1.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:461665ff58895f508e2866824a47bdee72497b091c730071f2b7575d5762ab65"},
+    {file = "google_crc32c-1.5.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e2096eddb4e7c7bdae4bd69ad364e55e07b8316653234a56552d9c988bd2d61b"},
+    {file = "google_crc32c-1.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:116a7c3c616dd14a3de8c64a965828b197e5f2d121fedd2f8c5585c547e87b02"},
+    {file = "google_crc32c-1.5.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:5829b792bf5822fd0a6f6eb34c5f81dd074f01d570ed7f36aa101d6fc7a0a6e4"},
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+]
+
+[package.extras]
+testing = ["pytest"]
+
+[[package]]
+name = "google-resumable-media"
+version = "2.5.0"
+description = "Utilities for Google Media Downloads and Resumable Uploads"
+category = "main"
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "google-resumable-media-2.5.0.tar.gz", hash = "sha256:218931e8e2b2a73a58eb354a288e03a0fd5fb1c4583261ac6e4c078666468c93"},
+    {file = "google_resumable_media-2.5.0-py2.py3-none-any.whl", hash = "sha256:da1bd943e2e114a56d85d6848497ebf9be6a14d3db23e9fc57581e7c3e8170ec"},
+]
+
+[package.dependencies]
+google-crc32c = ">=1.0,<2.0dev"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+requests = ["requests (>=2.18.0,<3.0.0dev)"]
+
 [[package]]
 name = "google-search-results"
 version = "2.4.2"
@@ -1633,6 +1865,7 @@ files = [
 ]
 
 [package.dependencies]
+grpcio = {version = ">=1.44.0,<2.0.0.dev0", optional = true, markers = "extra == \"grpc\""}
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 
 [package.extras]
@@ -1728,6 +1961,23 @@ files = [
 docs = ["Sphinx", "docutils (<0.18)"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "grpc-google-iam-v1"
+version = "0.12.6"
+description = "IAM API client library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "grpc-google-iam-v1-0.12.6.tar.gz", hash = "sha256:2bc4b8fdf22115a65d751c9317329322602c39b7c86a289c9b72d228d960ef5f"},
+    {file = "grpc_google_iam_v1-0.12.6-py2.py3-none-any.whl", hash = "sha256:5c10f3d8dc2d88678ab1a9b0cb5482735c5efee71e6c0cd59f872eef22913f5c"},
+]
+
+[package.dependencies]
+googleapis-common-protos = {version = ">=1.56.0,<2.0.0dev", extras = ["grpc"]}
+grpcio = ">=1.44.0,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+
 [[package]]
 name = "grpcio"
 version = "1.47.5"
@@ -1822,6 +2072,23 @@ files = [
 grpcio = ">=1.47.5"
 protobuf = ">=3.12.0"
 
+[[package]]
+name = "grpcio-status"
+version = "1.47.5"
+description = "Status proto mapping for gRPC"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "grpcio-status-1.47.5.tar.gz", hash = "sha256:671bb4c0819697a699c12a8785a78d6847eafb6a83b2437bbae13989b04e5c25"},
+    {file = "grpcio_status-1.47.5-py3-none-any.whl", hash = "sha256:24549a84fa37ca5de1e0f6be96b4c2c3623b1e2b7359aa16b3de5aa0563795f1"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.5.5"
+grpcio = ">=1.47.5"
+protobuf = ">=3.12.0"
+
 [[package]]
 name = "grpcio-tools"
 version = "1.47.5"
@@ -2523,14 +2790,14 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.3.0"
+version = "1.3.1"
 description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "joblib-1.3.0-py3-none-any.whl", hash = "sha256:172d56d4c43dd6bcd953bea213018c4084cf754963bbf54b8dae40faea716b98"},
-    {file = "joblib-1.3.0.tar.gz", hash = "sha256:0b12a65dc76c530dbd790dd92881f75c40932b4254a7c8e608a868df408ca0a3"},
+    {file = "joblib-1.3.1-py3-none-any.whl", hash = "sha256:89cf0529520e01b3de7ac7b74a8102c90d16d54c64b5dd98cafcd14307fdf915"},
+    {file = "joblib-1.3.1.tar.gz", hash = "sha256:1f937906df65329ba98013dc9692fe22a4c5e4a648112de500508b18a21b41e3"},
 ]
 
 [[package]]
@@ -2644,13 +2911,13 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langchain-serve"
-version = "0.0.47"
+version = "0.0.49"
 description = "Langchain Serve - serve your langchain apps on Jina AI Cloud."
 category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "langchain-serve-0.0.47.tar.gz", hash = "sha256:2b7827ddaffa4fe6eb8fa988fc8b9be827ded702340f1644f065200b89fdc3a9"},
+    {file = "langchain-serve-0.0.49.tar.gz", hash = "sha256:5dc30276e709e59838c28508228ad2185e264c8877ea70194fa5d2acd44e966d"},
 ]
 
 [package.dependencies]
@@ -3892,7 +4159,6 @@ files = [
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.1"
 pytz = ">=2020.1"
@@ -4216,6 +4482,24 @@ files = [
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "proto-plus"
+version = "1.22.3"
+description = "Beautiful, Pythonic protocol buffers."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "proto-plus-1.22.3.tar.gz", hash = "sha256:fdcd09713cbd42480740d2fe29c990f7fbd885a67efc328aa8be6ee3e9f76a6b"},
+    {file = "proto_plus-1.22.3-py3-none-any.whl", hash = "sha256:a49cd903bc0b6ab41f76bf65510439d56ca76f868adf0274e738bfdd096894df"},
+]
+
+[package.dependencies]
+protobuf = ">=3.19.0,<5.0.0dev"
+
+[package.extras]
+testing = ["google-api-core[grpc] (>=1.31.5)"]
+
 [[package]]
 name = "protobuf"
 version = "3.20.3"
@@ -5403,74 +5687,74 @@ files = [
 
 [[package]]
 name = "scikit-learn"
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 [package.dependencies]
@@ -5604,6 +5888,63 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-g
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
+[[package]]
+name = "shapely"
+version = "1.8.5.post1"
+description = "Geometric objects, predicates, and operations"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "Shapely-1.8.5.post1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4b47bb6f9369e8bf3e6dbd33e6a25a47ee02b2874792a529fe04a49bf8bc0df6"},
+    {file = "Shapely-1.8.5.post1-cp38-cp38-win32.whl", hash = "sha256:2e0a8c2e55f1be1312b51c92b06462ea89e6bb703fab4b114e7a846d941cfc40"},
+    {file = "Shapely-1.8.5.post1-cp38-cp38-win_amd64.whl", hash = "sha256:0d885cb0cf670c1c834df3f371de8726efdf711f18e2a75da5cfa82843a7ab65"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:0b4ee3132ee90f07d63db3aea316c4c065ed7a26231458dda0874414a09d6ba3"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:02dd5d7dc6e46515d88874134dc8fcdc65826bca93c3eecee59d1910c42c1b17"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c6a9a4a31cd6e86d0fbe8473ceed83d4fe760b19d949fb557ef668defafea0f6"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:38f0fbbcb8ca20c16451c966c1f527cc43968e121c8a048af19ed3e339a921cd"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:78fb9d929b8ee15cfd424b6c10879ce1907f24e05fb83310fc47d2cd27088e40"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89164e7a9776a19e29f01369a98529321994e2e4d852b92b7e01d4d9804c55bf"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-win32.whl", hash = "sha256:8e59817b0fe63d34baedaabba8c393c0090f061917d18fc0bcc2f621937a8f73"},
+    {file = "Shapely-1.8.5.post1-cp39-cp39-win_amd64.whl", hash = "sha256:e9c30b311de2513555ab02464ebb76115d242842b29c412f5a9aa0cac57be9f6"},
+    {file = "Shapely-1.8.5.post1.tar.gz", hash = "sha256:ef3be705c3eac282a28058e6c6e5503419b250f482320df2172abcbea642c831"},
+]
+
+[package.extras]
+all = ["numpy", "pytest", "pytest-cov"]
+test = ["pytest", "pytest-cov"]
+vectorized = ["numpy"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -5855,14 +6196,14 @@ typing-extensions = ">=4.2.0,<5.0.0"
 
 [[package]]
 name = "strenum"
-version = "0.4.10"
+version = "0.4.15"
 description = "An Enum that inherits from str."
 category = "main"
 optional = false
 python-versions = "*"
 files = [
-    {file = "StrEnum-0.4.10-py3-none-any.whl", hash = "sha256:aebf04bba8e5af435937c452d69a86798b6f8d5ca5f20ba18561dbfad571ccdd"},
-    {file = "StrEnum-0.4.10.tar.gz", hash = "sha256:898cc0ebb5054ee07400341ac1d75fdfee489d76d6df3fbc1c2eaf95971e3916"},
+    {file = "StrEnum-0.4.15-py3-none-any.whl", hash = "sha256:a30cda4af7cc6b5bf52c8055bc4bf4b2b6b14a93b574626da33df53cf7740659"},
+    {file = "StrEnum-0.4.15.tar.gz", hash = "sha256:878fb5ab705442070e4dd1929bb5e2249511c0bcf2b0eeacf3bcd80875c82eff"},
 ]
 
 [package.extras]
@@ -6383,14 +6724,14 @@ files = [
 
 [[package]]
 name = "types-pillow"
-version = "9.5.0.4"
+version = "9.5.0.5"
 description = "Typing stubs for Pillow"
 category = "dev"
 optional = false
 python-versions = "*"
 files = [
-    {file = "types-Pillow-9.5.0.4.tar.gz", hash = "sha256:f1b6af47abd151847ee25911ffeba784899bc7dc7f9eba8ca6a5aac522b012ef"},
-    {file = "types_Pillow-9.5.0.4-py3-none-any.whl", hash = "sha256:69427d9fa4320ff6e30f00fb9c0dd71185dc0a16de4757774220104759483466"},
+    {file = "types-Pillow-9.5.0.5.tar.gz", hash = "sha256:de9877aa1e6226b6479459ca84df02fd7e999b970c79cfee3b8298840336e77c"},
+    {file = "types_Pillow-9.5.0.5-py3-none-any.whl", hash = "sha256:2b17f95c5c16e4962e4032bdb95494766a85569fa278ee21e5fcbbd318e9ccd2"},
 ]
 
 [[package]]
@@ -7115,5 +7456,5 @@ deploy = ["langchain-serve"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.9,<3.12"
-content-hash = "678e32f48c532893c302fda95dcb038add66aaf3e5fe9886d8ba19fa386a4d2e"
+python-versions = ">=3.9,<3.11"
+content-hash = "05123a3be530e823c711f5274f62e611b6740c4a44b100307202f97e7c6f92d4"
diff --git a/pyproject.toml b/pyproject.toml
index dfcb53cd3..1de6393bf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ include = ["src/backend/langflow/*", "src/backend/langflow/**/*"]
 langflow = "langflow.__main__:main"
 
 [tool.poetry.dependencies]
-python = ">=3.9,<3.12"
+python = ">=3.9,<3.11"
 fastapi = "^0.98.0"
 uvicorn = "^0.22.0"
 beautifulsoup4 = "^4.11.2"
@@ -70,6 +70,7 @@ pinecone-client = "^2.2.2"
 supabase = "^1.0.3"
 pymongo = "^4.4.0"
 certifi = "^2023.5.7"
+google-cloud-aiplatform = "^1.26.1"
 
 
 [tool.poetry.dev-dependencies]

From bbf4c387406a855c9681e8f2bc047e60e824d60e Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 09:35:33 -0300
Subject: [PATCH 05/15] =?UTF-8?q?=F0=9F=94=80=20refactor(llms.py):=20simpl?=
 =?UTF-8?q?ify=20condition=20for=20showing=20fields=20in=20the=20VertexAI?=
 =?UTF-8?q?=20class=20The=20condition=20for=20showing=20fields=20in=20the?=
 =?UTF-8?q?=20VertexAI=20class=20has=20been=20simplified=20to=20exclude=20?=
 =?UTF-8?q?specific=20field=20names.=20This=20improves=20readability=20and?=
 =?UTF-8?q?=20maintainability=20of=20the=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/template/frontend_node/llms.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index a1b1af3f3..c1080ea2d 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -102,3 +102,11 @@ class LLMFrontendNode(FrontendNode):
             field.show = True
         if field.name == "credentials":
             field.field_type = "file"
+        if name == "VertexAI" and field.name not in [
+            "callbacks",
+            "client",
+            "stop",
+            "tags",
+            "cache",
+        ]:
+            field.show = True

From 3bdc35d238d2297268a989e69943c16fa11feef2 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 10:09:29 -0300
Subject: [PATCH 06/15] =?UTF-8?q?=F0=9F=94=A7=20chore(llm.py):=20add=20fun?=
 =?UTF-8?q?ction=20to=20initialize=20VertexAI=20credentials=20=F0=9F=94=A7?=
 =?UTF-8?q?=20chore(loading.py):=20call=20initialize=5Fvertexai=20function?=
 =?UTF-8?q?=20when=20node=5Ftype=20is=20"VertexAI"=20The=20`llm.py`=20file?=
 =?UTF-8?q?=20now=20includes=20a=20new=20function=20`initialize=5Fvertexai?=
 =?UTF-8?q?`=20that=20initializes=20the=20VertexAI=20credentials=20if=20a?=
 =?UTF-8?q?=20`credentials`=20parameter=20is=20provided.=20This=20allows?=
 =?UTF-8?q?=20for=20the=20usage=20of=20VertexAI=20credentials=20in=20the?=
 =?UTF-8?q?=20application.=20In=20`loading.py`,=20the=20`initialize=5Fvert?=
 =?UTF-8?q?exai`=20function=20is=20called=20when=20the=20`node=5Ftype`=20i?=
 =?UTF-8?q?s=20"VertexAI",=20ensuring=20that=20the=20VertexAI=20credential?=
 =?UTF-8?q?s=20are=20properly=20initialized=20for=20that=20specific=20node?=
 =?UTF-8?q?=20type.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/llm.py     | 9 +++++++++
 src/backend/langflow/interface/initialize/loading.py | 3 +++
 2 files changed, 12 insertions(+)
 create mode 100644 src/backend/langflow/interface/initialize/llm.py

diff --git a/src/backend/langflow/interface/initialize/llm.py b/src/backend/langflow/interface/initialize/llm.py
new file mode 100644
index 000000000..2b9fa3b2e
--- /dev/null
+++ b/src/backend/langflow/interface/initialize/llm.py
@@ -0,0 +1,9 @@
+def initialize_vertexai(class_object, params):
+    if credentials_path := params.get("credentials"):
+        from google.oauth2 import service_account
+
+        credentials_object = service_account.Credentials.from_service_account_file(
+            filename=credentials_path
+        )
+        params["credentials"] = credentials_object
+    return class_object(**params)
diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index 3ddb64c24..c90713a08 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -6,6 +6,7 @@ from langchain.agents import agent as agent_module
 from langchain.agents.agent import AgentExecutor
 from langchain.agents.agent_toolkits.base import BaseToolkit
 from langchain.agents.tools import BaseTool
+from langflow.interface.initialize.llm import initialize_vertexai
 
 from langflow.interface.initialize.vector_store import vecstore_initializer
 
@@ -89,6 +90,8 @@ def instantiate_llm(node_type, class_object, params: Dict):
     # if "openai_api_base" in params and "jina" in params["openai_api_base"]:
     # False if condition is True
     ChatConfig.streaming = "jina" not in params.get("openai_api_base", "")
+    if node_type == "VertexAI":
+        return initialize_vertexai(class_object=class_object, params=params)
 
     return class_object(**params)
 

From e01fe86caa056d8177f0666918e11c01619a60e3 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 10:09:56 -0300
Subject: [PATCH 07/15] =?UTF-8?q?=F0=9F=90=9B=20fix(base.py):=20simplify?=
 =?UTF-8?q?=20the=20logic=20to=20find=20the=20matched=5Ftype=20in=20the=20?=
 =?UTF-8?q?Edge=20class=20The=20logic=20to=20find=20the=20matched=5Ftype?=
 =?UTF-8?q?=20in=20the=20Edge=20class=20has=20been=20simplified=20by=20rem?=
 =?UTF-8?q?oving=20unnecessary=20nested=20loops=20and=20using=20a=20single?=
 =?UTF-8?q?=20generator=20expression.=20This=20improves=20the=20readabilit?=
 =?UTF-8?q?y=20and=20efficiency=20of=20the=20code.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/graph/edge/base.py | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/src/backend/langflow/graph/edge/base.py b/src/backend/langflow/graph/edge/base.py
index 08f084a5c..88a177e40 100644
--- a/src/backend/langflow/graph/edge/base.py
+++ b/src/backend/langflow/graph/edge/base.py
@@ -27,12 +27,7 @@ class Edge:
         # Get what type of input the target node is expecting
 
         self.matched_type = next(
-            (
-                output
-                for output in self.source_types
-                for target_req in self.target_reqs
-                if output in target_req
-            ),
+            (output for output in self.source_types if output in self.target_reqs),
             None,
         )
         no_matched_type = self.matched_type is None

From 06aea7da88c577f3c2194dbc0d06750d029adda7 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 11:09:13 -0300
Subject: [PATCH 08/15] =?UTF-8?q?=F0=9F=94=80=20chore(custom=5Flists.py):?=
 =?UTF-8?q?=20reformat=20import=20statements=20for=20better=20readability?=
 =?UTF-8?q?=20and=20maintainability=20=F0=9F=94=80=20chore(custom=5Flists.?=
 =?UTF-8?q?py):=20add=20ChatVertexAI=20to=20the=20import=20statements=20fo?=
 =?UTF-8?q?r=20better=20modularity=20and=20extensibility=20=F0=9F=94=80=20?=
 =?UTF-8?q?chore(custom=5Flists.py):=20add=20ChatVertexAI=20to=20the=20llm?=
 =?UTF-8?q?=5Ftype=5Fto=5Fcls=5Fdict=20for=20better=20compatibility=20and?=
 =?UTF-8?q?=20flexibility=20=F0=9F=94=80=20chore(llms.py):=20change=20requ?=
 =?UTF-8?q?ired=20field=20for=20credentials=20to=20be=20optional=20for=20b?=
 =?UTF-8?q?etter=20user=20experience=20=F0=9F=94=80=20chore(llms.py):=20ad?=
 =?UTF-8?q?d=20advanced=20and=20show=20fields=20for=20specific=20fields=20?=
 =?UTF-8?q?related=20to=20VertexAI=20for=20better=20configurability?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The import statements in `custom_lists.py` have been reformatted to improve readability and maintainability. The `ChatVertexAI` class has been added to the import statements to enhance modularity and extensibility.

The `ChatVertexAI` class has been added to the `llm_type_to_cls_dict` dictionary in `custom_lists.py` to improve compatibility and flexibility.

In `llms.py`, the `required` field for the `credentials` field has been changed to be optional for a better user experience.

The `advanced` and `show` fields have been added to specific fields related to VertexAI in `llms.py` to provide better configurability.
---
 .../langflow/interface/custom_lists.py        |  9 +++--
 .../langflow/template/frontend_node/llms.py   | 34 +++++++++++++++++--
 2 files changed, 39 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/interface/custom_lists.py b/src/backend/langflow/interface/custom_lists.py
index 2f7f69f14..5a22d989f 100644
--- a/src/backend/langflow/interface/custom_lists.py
+++ b/src/backend/langflow/interface/custom_lists.py
@@ -10,8 +10,12 @@ from langchain import (
     text_splitter,
 )
 from langchain.agents import agent_toolkits
-from langchain.chat_models import AzureChatOpenAI, ChatOpenAI
-from langchain.chat_models import ChatAnthropic
+from langchain.chat_models import (
+    AzureChatOpenAI,
+    ChatOpenAI,
+    ChatVertexAI,
+    ChatAnthropic,
+)
 
 from langflow.interface.importing.utils import import_class
 from langflow.interface.agents.custom import CUSTOM_AGENTS
@@ -22,6 +26,7 @@ llm_type_to_cls_dict = llms.type_to_cls_dict
 llm_type_to_cls_dict["anthropic-chat"] = ChatAnthropic  # type: ignore
 llm_type_to_cls_dict["azure-chat"] = AzureChatOpenAI  # type: ignore
 llm_type_to_cls_dict["openai-chat"] = ChatOpenAI  # type: ignore
+llm_type_to_cls_dict["vertexai-chat"] = ChatVertexAI  # type: ignore
 
 
 # Toolkits
diff --git a/src/backend/langflow/template/frontend_node/llms.py b/src/backend/langflow/template/frontend_node/llms.py
index c1080ea2d..7d2ab219d 100644
--- a/src/backend/langflow/template/frontend_node/llms.py
+++ b/src/backend/langflow/template/frontend_node/llms.py
@@ -7,12 +7,12 @@ from langflow.template.frontend_node.constants import OPENAI_API_BASE_INFO
 
 class LLMFrontendNode(FrontendNode):
     def add_extra_fields(self) -> None:
-        if self.template.type_name == "VertexAI":
+        if "VertexAI" in self.template.type_name:
             # Add credentials field which should of type file.
             self.template.add_field(
                 TemplateField(
                     field_type="file",
-                    required=True,
+                    required=False,
                     show=True,
                     name="credentials",
                     value="",
@@ -21,6 +21,34 @@ class LLMFrontendNode(FrontendNode):
                 )
             )
 
+    @staticmethod
+    def format_vertex_field(field: TemplateField, name: str):
+        if "VertexAI" in name:
+            advanced_fields = [
+                "tuned_model_name",
+                "verbose",
+                "top_p",
+                "top_k",
+                "max_output_tokens",
+            ]
+            if field.name in advanced_fields:
+                field.advanced = True
+            show_fields = [
+                "tuned_model_name",
+                "verbose",
+                "project",
+                "location",
+                "credentials",
+                "max_output_tokens",
+                "model_name",
+                "temperature",
+                "top_p",
+                "top_k",
+            ]
+
+            if field.name in show_fields:
+                field.show = True
+
     @staticmethod
     def format_openai_field(field: TemplateField):
         if "openai" in field.name.lower():
@@ -61,6 +89,8 @@ class LLMFrontendNode(FrontendNode):
             LLMFrontendNode.format_azure_field(field)
         if name and "llama" in name.lower():
             LLMFrontendNode.format_llama_field(field)
+        if name and "vertex" in name.lower():
+            LLMFrontendNode.format_vertex_field(field, name)
         SHOW_FIELDS = ["repo_id"]
         if field.name in SHOW_FIELDS:
             field.show = True

From 156b3cc5c2bae3d49a9261af70c371748f1220f4 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 11:10:52 -0300
Subject: [PATCH 09/15] =?UTF-8?q?=F0=9F=94=A7=20chore(config.yaml):=20comm?=
 =?UTF-8?q?ent=20out=20ChatVertexAI=20integration=20due=20to=20a=20bug=20c?=
 =?UTF-8?q?ausing=20AttributeError=20The=20ChatVertexAI=20integration=20is?=
 =?UTF-8?q?=20temporarily=20commented=20out=20due=20to=20a=20bug=20that=20?=
 =?UTF-8?q?causes=20an=20AttributeError.=20This=20bug=20needs=20to=20be=20?=
 =?UTF-8?q?resolved=20before=20the=20integration=20can=20be=20activated=20?=
 =?UTF-8?q?again.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/config.yaml | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/src/backend/langflow/config.yaml b/src/backend/langflow/config.yaml
index a67242487..d492d16ed 100644
--- a/src/backend/langflow/config.yaml
+++ b/src/backend/langflow/config.yaml
@@ -121,6 +121,13 @@ llms:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/huggingface_hub"
   VertexAI:
     documentation: "https://python.langchain.com/docs/modules/model_io/models/llms/integrations/google_vertex_ai_palm"
+  ###
+  # There's a bug in this component deactivating until we get it sorted: _language_models.py", line 804, in send_message
+  #     is_blocked=safety_attributes.get("blocked", False),
+  # AttributeError: 'list' object has no attribute 'get'
+  # ChatVertexAI:
+  #   documentation: "https://python.langchain.com/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm"
+  ###
 memories:
   ConversationBufferMemory:
     documentation: "https://python.langchain.com/docs/modules/memory/how_to/buffer"

From 1689eb0be4daa49c8adbe79323d5f8cb60252616 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 15:40:36 -0300
Subject: [PATCH 10/15] =?UTF-8?q?=F0=9F=94=A7=20fix(llm.py):=20ignore=20ty?=
 =?UTF-8?q?pe=20error=20for=20service=5Faccount=20import=20=F0=9F=94=A7=20?=
 =?UTF-8?q?fix(loading.py):=20remove=20empty=20lines=20The=20type=20error?=
 =?UTF-8?q?=20for=20the=20service=5Faccount=20import=20in=20llm.py=20is=20?=
 =?UTF-8?q?ignored=20to=20prevent=20a=20linting=20error.=20In=20loading.py?=
 =?UTF-8?q?,=20empty=20lines=20were=20removed=20for=20code=20cleanliness.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/llm.py     | 2 +-
 src/backend/langflow/interface/initialize/loading.py | 4 +---
 2 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/src/backend/langflow/interface/initialize/llm.py b/src/backend/langflow/interface/initialize/llm.py
index 2b9fa3b2e..eaed04b77 100644
--- a/src/backend/langflow/interface/initialize/llm.py
+++ b/src/backend/langflow/interface/initialize/llm.py
@@ -1,6 +1,6 @@
 def initialize_vertexai(class_object, params):
     if credentials_path := params.get("credentials"):
-        from google.oauth2 import service_account
+        from google.oauth2 import service_account  # type: ignore
 
         credentials_object = service_account.Credentials.from_service_account_file(
             filename=credentials_path
diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index b5a901068..a48ae28ec 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -96,6 +96,7 @@ def instantiate_llm(node_type, class_object, params: Dict):
     if node_type == "VertexAI":
         return initialize_vertexai(class_object=class_object, params=params)
 
+
 def instantiate_memory(node_type, class_object, params):
     try:
         return class_object(**params)
@@ -125,9 +126,6 @@ def instantiate_retriever(node_type, class_object, params):
     return class_object(**params)
 
 
-
-
-
 def instantiate_chains(node_type, class_object: Type[Chain], params: Dict):
     if "retriever" in params and hasattr(params["retriever"], "as_retriever"):
         params["retriever"] = params["retriever"].as_retriever()

From 66b4bce52585fffad3e7ee7d17051c48fc9bb97e Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 30 Jun 2023 16:21:40 -0300
Subject: [PATCH 11/15] fix(App.tsx): prevent duplicate alerts from being added
 to the alertsList fix(alertContext.tsx): set the error, notice, and success
 data states before opening the respective alerts feat(chatModal/index.tsx):
 add error handling for websocket connection and check backend health before
 reconnecting

---
 src/frontend/src/App.tsx                    | 11 +++++++++-
 src/frontend/src/contexts/alertContext.tsx  | 13 ++++++------
 src/frontend/src/modals/chatModal/index.tsx | 23 +++++++++++----------
 3 files changed, 28 insertions(+), 19 deletions(-)

diff --git a/src/frontend/src/App.tsx b/src/frontend/src/App.tsx
index 259c40fad..3ef728925 100644
--- a/src/frontend/src/App.tsx
+++ b/src/frontend/src/App.tsx
@@ -51,6 +51,9 @@ export default function App() {
   useEffect(() => {
     // If there is an error alert open with data, add it to the alertsList
     if (errorOpen && errorData) {
+      if(alertsList.length > 0 && JSON.stringify(alertsList[alertsList.length - 1].data)===JSON.stringify(errorData)){
+        return;
+      }
       setErrorOpen(false);
       setAlertsList((old) => {
         let newAlertsList = [
@@ -62,6 +65,9 @@ export default function App() {
     }
     // If there is a notice alert open with data, add it to the alertsList
     else if (noticeOpen && noticeData) {
+      if(alertsList.length > 0 && JSON.stringify(alertsList[alertsList.length - 1].data)===JSON.stringify(noticeData)){
+        return;
+      }
       setNoticeOpen(false);
       setAlertsList((old) => {
         let newAlertsList = [
@@ -73,6 +79,9 @@ export default function App() {
     }
     // If there is a success alert open with data, add it to the alertsList
     else if (successOpen && successData) {
+      if(alertsList.length > 0 && JSON.stringify(alertsList[alertsList.length - 1].data)===JSON.stringify(successData)){
+        return;
+      }
       setSuccessOpen(false);
       setAlertsList((old) => {
         let newAlertsList = [
@@ -152,4 +161,4 @@ export default function App() {
       </div>
     </div>
   );
-}
+}
\ No newline at end of file
diff --git a/src/frontend/src/contexts/alertContext.tsx b/src/frontend/src/contexts/alertContext.tsx
index ed31c03a9..62ae2e396 100644
--- a/src/frontend/src/contexts/alertContext.tsx
+++ b/src/frontend/src/contexts/alertContext.tsx
@@ -78,9 +78,9 @@ export function AlertProvider({ children }: { children: ReactNode }) {
    * @param newState An object containing the new error data, including title and optional list of error messages
    */
   function setErrorData(newState: { title: string; list?: Array<string> }) {
-    setErrorDataState(newState);
-    setErrorOpen(true);
     if (newState.title && newState.title !== "") {
+      setErrorDataState(newState);
+      setErrorOpen(true);
       setNotificationCenter(true);
       pushNotificationList({
         type: "error",
@@ -95,9 +95,9 @@ export function AlertProvider({ children }: { children: ReactNode }) {
    * @param newState An object containing the title of the notice and optionally a link.
    */
   function setNoticeData(newState: { title: string; link?: string }) {
-    setNoticeDataState(newState);
-    setNoticeOpen(true);
     if (newState.title && newState.title !== "") {
+      setNoticeDataState(newState);
+      setNoticeOpen(true);
       // Add new notice to notification center
       setNotificationCenter(true);
       pushNotificationList({
@@ -113,11 +113,10 @@ export function AlertProvider({ children }: { children: ReactNode }) {
    * @param newState - A state object with a "title" property to set in the success data state.
    */
   function setSuccessData(newState: { title: string }) {
-    setSuccessDataState(newState); // update the success data state with the provided new state
-    setSuccessOpen(true); // open the success alert
-
     // If the new state has a "title" property, add a new success notification to the list
     if (newState.title && newState.title !== "") {
+      setSuccessDataState(newState); // update the success data state with the provided new state
+      setSuccessOpen(true); // open the success alert
       setNotificationCenter(true); // show the notification center
       pushNotificationList({
         // add the new notification to the list
diff --git a/src/frontend/src/modals/chatModal/index.tsx b/src/frontend/src/modals/chatModal/index.tsx
index 6b1744857..c39ea0294 100644
--- a/src/frontend/src/modals/chatModal/index.tsx
+++ b/src/frontend/src/modals/chatModal/index.tsx
@@ -11,6 +11,7 @@ import { ChatMessageType } from "../../types/chat";
 import ChatInput from "./chatInput";
 
 import _ from "lodash";
+import { getHealth } from "../../controllers/API";
 
 export default function ChatModal({
   flow,
@@ -204,25 +205,25 @@ export default function ChatModal({
         handleOnClose(event);
       };
       newWs.onerror = (ev) => {
-        console.log(ev, "error");
-        if (flow.id === "") {
-          connectWS();
-        } else {
+        getHealth().then((res) => {
+          if (res.status === 200) {
+            connectWS();
+          }
+        }).catch((err) => {
           setErrorData({
-            title: "There was an error on web connection, please: ",
+            // message when the backend failed
+            title: "The backend is not responding. Please try again later.",
+            // possible solution list
             list: [
-              "Refresh the page",
-              "Use a new flow tab",
-              "Check if the backend is up",
+              "Check your internet connection.",
+              "Check if the backend is running."
             ],
           });
-        }
+        })
       };
       ws.current = newWs;
     } catch (error) {
-      if (flow.id === "") {
         connectWS();
-      }
       console.log(error);
     }
   }

From d46aeb2efa03418c62e826da4ead6a01ffcde4ea Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 30 Jun 2023 16:27:45 -0300
Subject: [PATCH 12/15] fix(chat.py): accept websocket connection before
 closing it with an error code and reason

---
 src/backend/langflow/api/v1/chat.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/backend/langflow/api/v1/chat.py b/src/backend/langflow/api/v1/chat.py
index 25be65dbb..500e1d0bc 100644
--- a/src/backend/langflow/api/v1/chat.py
+++ b/src/backend/langflow/api/v1/chat.py
@@ -19,8 +19,9 @@ async def chat(client_id: str, websocket: WebSocket):
         if client_id in chat_manager.in_memory_cache:
             await chat_manager.handle_websocket(client_id, websocket)
         else:
+            await websocket.accept()
             message = "Please, build the flow before sending messages"
-            await websocket.close(code=status.WS_1008_POLICY_VIOLATION, reason=message)
+            await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=message)
     except WebSocketException as exc:
         logger.error(exc)
         await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=str(exc))

From 55b17543aecd403ea2765181eb6164c9c0736e45 Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 16:40:58 -0300
Subject: [PATCH 13/15] =?UTF-8?q?=E2=9C=A8=20feat(icons):=20add=20VertexAI?=
 =?UTF-8?q?Icon=20component=20and=20update=20nodeIconsLucide=20to=20includ?=
 =?UTF-8?q?e=20VertexAI=20and=20ChatVertexAI=20icons=20The=20VertexAIIcon?=
 =?UTF-8?q?=20component=20is=20added=20to=20the=20icons=20directory,=20all?=
 =?UTF-8?q?owing=20the=20usage=20of=20the=20Vertex=20AI=20icon=20in=20the?=
 =?UTF-8?q?=20application.=20The=20nodeIconsLucide=20object=20in=20the=20u?=
 =?UTF-8?q?tils.ts=20file=20is=20updated=20to=20include=20the=20VertexAI?=
 =?UTF-8?q?=20and=20ChatVertexAI=20icons,=20enabling=20their=20usage=20in?=
 =?UTF-8?q?=20the=20application.=20This=20addition=20enhances=20the=20visu?=
 =?UTF-8?q?al=20representation=20of=20the=20application=20by=20providing?=
 =?UTF-8?q?=20new=20icons=20related=20to=20Vertex=20AI=20functionality.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/frontend/src/icons/VertexAI/index.tsx     | 9 +++++++++
 src/frontend/src/icons/VertexAI/vertex_ai.svg | 1 +
 src/frontend/src/utils.ts                     | 7 +++++++
 3 files changed, 17 insertions(+)
 create mode 100644 src/frontend/src/icons/VertexAI/index.tsx
 create mode 100644 src/frontend/src/icons/VertexAI/vertex_ai.svg

diff --git a/src/frontend/src/icons/VertexAI/index.tsx b/src/frontend/src/icons/VertexAI/index.tsx
new file mode 100644
index 000000000..a5115da7e
--- /dev/null
+++ b/src/frontend/src/icons/VertexAI/index.tsx
@@ -0,0 +1,9 @@
+import React, { forwardRef } from "react";
+import { ReactComponent as VertexAISVG } from "./vertex_ai.svg";
+
+export const VertexAIIcon = forwardRef<
+  SVGSVGElement,
+  React.PropsWithChildren<{}>
+>((props, ref) => {
+  return <VertexAISVG ref={ref} {...props} />;
+});
diff --git a/src/frontend/src/icons/VertexAI/vertex_ai.svg b/src/frontend/src/icons/VertexAI/vertex_ai.svg
new file mode 100644
index 000000000..9da1d8d8b
--- /dev/null
+++ b/src/frontend/src/icons/VertexAI/vertex_ai.svg
@@ -0,0 +1 @@
+<svg viewBox="0 0 32 32" fit="" height="100%" width="100%" preserveAspectRatio="xMidYMid meet" focusable="false"><path d="M26.69 18.53a1 1 0 00-1.4-.22L16 25.17v.29a1 1 0 110 1.91v.05a1 1 0 00.6-.19l9.88-7.3a1 1 0 00.21-1.4z" fill="#80868b"></path><path d="M16 27.37a1 1 0 110-1.91v-.29l-9.29-6.86a1 1 0 00-1.4.22 1 1 0 00.21 1.4l9.89 7.3a1 1 0 00.59.19v-.05z" fill="#9ba0a5"></path><path d="M16 24.46a2 2 0 102 2 2 2 0 00-2-2zm0 2.91a1 1 0 111-.95 1 1 0 01-1 .95z" fill="#606368"></path><path d="M8 8.14a1 1 0 01-1-1V4.63a1 1 0 112 0v2.51a1 1 0 01-1 1z" fill="#9ba0a5"></path><circle cx="7.97" cy="16" r="1.01" fill="#9ba0a5"></circle><circle cx="7.97" cy="13.05" r="1.01" fill="#9ba0a5"></circle><circle cx="7.97" cy="10.09" r="1.01" fill="#9ba0a5"></circle><path d="M24 11.07a1 1 0 01-1-1V7.55a1 1 0 012 0v2.52a1 1 0 01-1 1z" fill="#606368"></path><circle cx="24.03" cy="16.01" r="1.01" fill="#606368"></circle><circle cx="24.03" cy="13.02" r="1.01" fill="#606368"></circle><circle cx="24.03" cy="4.63" r="1.01" fill="#606368"></circle><path d="M16 20a1 1 0 01-1-1v-2.54a1 1 0 012 0V19a1 1 0 01-1 1z" fill="#80868b"></path><circle cx="16" cy="21.93" r="1.01" fill="#80868b"></circle><circle cx="16" cy="13.51" r="1.01" fill="#80868b"></circle><circle cx="16" cy="10.56" r="1.01" fill="#80868b"></circle><path d="M20 14.05a1 1 0 01-1-1v-2.51a1 1 0 112 0v2.51a1 1 0 01-1 1z" fill="#606368"></path><circle cx="20.02" cy="7.58" r="1.01" fill="#606368"></circle><circle cx="20.02" cy="18.92" r="1.01" fill="#606368"></circle><circle cx="20.02" cy="15.97" r="1.01" fill="#606368"></circle><circle cx="11.98" cy="18.92" r="1.01" fill="#9ba0a5"></circle><circle cx="11.98" cy="10.56" r="1.01" fill="#9ba0a5"></circle><circle cx="11.98" cy="7.58" r="1.01" fill="#9ba0a5"></circle><path d="M12 17a1 1 0 01-1-1v-2.54a1 1 0 012 0V16a1 1 0 01-1 1z" fill="#9ba0a5"></path></svg>
\ No newline at end of file
diff --git a/src/frontend/src/utils.ts b/src/frontend/src/utils.ts
index b50cad2bd..ff1d93d93 100644
--- a/src/frontend/src/utils.ts
+++ b/src/frontend/src/utils.ts
@@ -47,6 +47,7 @@ import {
 } from "lucide-react";
 import { SupabaseIcon } from "./icons/supabase";
 import { MongoDBIcon } from "./icons/MongoDB";
+import { VertexAIIcon } from "./icons/VertexAI";
 
 export function classNames(...classes: Array<string>) {
   return classes.filter(Boolean).join(" ");
@@ -241,6 +242,12 @@ export const nodeIconsLucide: {
   SupabaseVectorStore: SupabaseIcon as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,
+  VertexAI: VertexAIIcon as React.ForwardRefExoticComponent<
+    ComponentType<SVGProps<SVGSVGElement>>
+  >,
+  ChatVertexAI: VertexAIIcon as React.ForwardRefExoticComponent<
+    ComponentType<SVGProps<SVGSVGElement>>
+  >,
   agents: Rocket as React.ForwardRefExoticComponent<
     ComponentType<SVGProps<SVGSVGElement>>
   >,

From e9b44ac781a54a8cb9fc34f35cc6bf40009117f3 Mon Sep 17 00:00:00 2001
From: anovazzi1 <otavio2204@gmail.com>
Date: Fri, 30 Jun 2023 16:42:33 -0300
Subject: [PATCH 14/15] fix(chat.py): add comment explaining the behavior of
 accepting and immediately closing the connection if the flow is not built yet

---
 src/backend/langflow/api/v1/chat.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/backend/langflow/api/v1/chat.py b/src/backend/langflow/api/v1/chat.py
index 500e1d0bc..bf1b52058 100644
--- a/src/backend/langflow/api/v1/chat.py
+++ b/src/backend/langflow/api/v1/chat.py
@@ -19,6 +19,8 @@ async def chat(client_id: str, websocket: WebSocket):
         if client_id in chat_manager.in_memory_cache:
             await chat_manager.handle_websocket(client_id, websocket)
         else:
+            # We accept the connection but close it immediately
+            # if the flow is not built yet
             await websocket.accept()
             message = "Please, build the flow before sending messages"
             await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=message)

From 8f66ea7088094d18531c680b26f410dece227c5e Mon Sep 17 00:00:00 2001
From: Gabriel Luiz Freitas Almeida <gabriel@logspace.ai>
Date: Fri, 30 Jun 2023 16:47:59 -0300
Subject: [PATCH 15/15] =?UTF-8?q?=F0=9F=90=9B=20fix(loading.py):=20add=20m?=
 =?UTF-8?q?issing=20return=20statement=20to=20instantiate=5Fllm=20function?=
 =?UTF-8?q?=20The=20missing=20return=20statement=20caused=20the=20function?=
 =?UTF-8?q?=20to=20not=20return=20any=20value=20when=20the=20node=5Ftype?=
 =?UTF-8?q?=20is=20not=20"VertexAI".=20Adding=20the=20return=20statement?=
 =?UTF-8?q?=20ensures=20that=20the=20function=20returns=20the=20instantiat?=
 =?UTF-8?q?ed=20class=20object=20with=20the=20provided=20parameters=20in?=
 =?UTF-8?q?=20all=20cases.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/backend/langflow/interface/initialize/loading.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/backend/langflow/interface/initialize/loading.py b/src/backend/langflow/interface/initialize/loading.py
index a48ae28ec..f214ab74b 100644
--- a/src/backend/langflow/interface/initialize/loading.py
+++ b/src/backend/langflow/interface/initialize/loading.py
@@ -95,6 +95,7 @@ def instantiate_llm(node_type, class_object, params: Dict):
     # False if condition is True
     if node_type == "VertexAI":
         return initialize_vertexai(class_object=class_object, params=params)
+    return class_object(**params)
 
 
 def instantiate_memory(node_type, class_object, params):