[#115|#116] Reintroduce Gemini (#118)

* gemini

* install google-cloud-aiplatform

* review

model.py

@@ -118,6 +118,21 @@ Text:
     return result.removesuffix(suffix).strip()
 
 
+class VertexModel(Model):
+
+  def __init__(self, name: str, vertex_credentials: str):
+    super().__init__(name, provider="vertex_ai")
+    self.vertex_credentials = vertex_credentials
+
+  def _get_completion_kwargs(self):
+    return {
+        "response_format": {
+            "type": "json_object"
+        },
+        "vertex_credentials": self.vertex_credentials
+    }
+
+
 class EeveModel(Model):
 
   def _get_completion_kwargs(self):
@@ -145,6 +160,8 @@ supported_models: List[Model] = [
     AnthropicModel("claude-3-opus-20240229"),
     AnthropicModel("claude-3-sonnet-20240229"),
     AnthropicModel("claude-3-haiku-20240307"),
+    VertexModel("gemini-1.5-pro-001",
+                vertex_credentials=os.getenv("VERTEX_CREDENTIALS")),
     Model("mistral-small-2402", provider="mistral"),
     Model("mistral-large-2402", provider="mistral"),
     Model("llama3-8b-8192", provider="groq"),

poetry.lock

@@ -615,6 +615,17 @@ idna = ["idna (>=3.6)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "docstring-parser"
+version = "0.16"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.6,<4.0"
+files = [
+    {file = "docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637"},
+    {file = "docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e"},
+]
+
 [[package]]
 name = "email-validator"
 version = "2.1.1"
@@ -1007,6 +1018,85 @@ files = [
 google-auth = "*"
 httplib2 = ">=0.19.0"
 
+[[package]]
+name = "google-cloud-aiplatform"
+version = "1.57.0"
+description = "Vertex AI API client library"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "google-cloud-aiplatform-1.57.0.tar.gz", hash = "sha256:113905f100cb0a9ad744a2445a7675f92f28600233ba499614aa704d11a809b7"},
+    {file = "google_cloud_aiplatform-1.57.0-py2.py3-none-any.whl", hash = "sha256:ca5391a56e0cc8f4ed39a2beb7be02f51936ff04fd5304775a72a86c345d0e47"},
+]
+
+[package.dependencies]
+docstring-parser = "<1"
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.8.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0dev"
+google-cloud-bigquery = ">=1.15.0,<3.20.0 || >3.20.0,<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"
+pydantic = "<3"
+shapely = "<3.0.0dev"
+
+[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 (>=10.0.1)", "pyarrow (>=14.0.0)", "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,<=0.109.1)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+langchain = ["langchain (>=0.1.16,<0.3)", "langchain-core (<0.2)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "tenacity (<=8.3)"]
+langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "langchain (>=0.1.16,<0.3)", "langchain-core (<0.2)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "tenacity (<=8.3)"]
+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,<7)"]
+prediction = ["docker (>=5.0.3)", "fastapi (>=0.71.0,<=0.109.1)", "httpx (>=0.23.0,<0.25.0)", "starlette (>=0.17.1)", "uvicorn[standard] (>=0.16.0)"]
+preview = ["cloudpickle (<3.0)", "google-cloud-logging (<4.0)"]
+private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
+rapid-evaluation = ["nest-asyncio (>=1.0.0,<1.6.0)", "pandas (>=1.0.0,<2.2.0)"]
+ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "setuptools (<70.0.0)"]
+ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "ray[train] (==2.9.3)", "scikit-learn", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
+reasoningengine = ["cloudpickle (>=3.0,<4.0)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"]
+tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
+tokenization = ["sentencepiece (>=0.2.0)"]
+vizier = ["google-vizier (>=0.1.6)"]
+xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
+
+[[package]]
+name = "google-cloud-bigquery"
+version = "3.25.0"
+description = "Google BigQuery API client library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-bigquery-3.25.0.tar.gz", hash = "sha256:5b2aff3205a854481117436836ae1403f11f2594e6810a98886afd57eda28509"},
+    {file = "google_cloud_bigquery-3.25.0-py2.py3-none-any.whl", hash = "sha256:7f0c371bc74d2a7fb74dacbc00ac0f90c8c2bec2289b51dd6685a275873b1ce9"},
+]
+
+[package.dependencies]
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0dev"
+google-cloud-core = ">=1.6.0,<3.0.0dev"
+google-resumable-media = ">=0.6.0,<3.0dev"
+packaging = ">=20.0.0"
+python-dateutil = ">=2.7.2,<3.0dev"
+requests = ">=2.21.0,<3.0.0dev"
+
+[package.extras]
+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)", "importlib-metadata (>=1.0.0)", "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)", "proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
+bigquery-v2 = ["proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<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,<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)"]
+pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"]
+tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
+
 [[package]]
 name = "google-cloud-core"
 version = "2.4.1"
@@ -1043,6 +1133,24 @@ google-cloud-core = ">=1.4.1,<3.0.0dev"
 proto-plus = {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""}
 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-resource-manager"
+version = "1.12.3"
+description = "Google Cloud Resource Manager API client library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-resource-manager-1.12.3.tar.gz", hash = "sha256:809851824119834e4f2310b2c4f38621c1d16b2bb14d5b9f132e69c79d355e7f"},
+    {file = "google_cloud_resource_manager-1.12.3-py2.py3-none-any.whl", hash = "sha256:92be7d6959927b76d90eafc4028985c37975a46ded5466a018f02e8649e113d4"},
+]
+
+[package.dependencies]
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
+grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
+proto-plus = ">=1.22.3,<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-secret-manager"
 version = "2.20.0"
@@ -3225,6 +3333,63 @@ files = [
 dev = ["Django (>=1.11)", "check-manifest", "colorama (<=0.4.1)", "coverage", "flake8", "nose2", "readme-renderer (<25.0)", "tox", "wheel", "zest.releaser[recommended]"]
 doc = ["Sphinx", "sphinx-rtd-theme"]
 
+[[package]]
+name = "shapely"
+version = "2.0.4"
+description = "Manipulation and analysis of geometric objects"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "shapely-2.0.4-cp37-cp37m-win_amd64.whl", hash = "sha256:464157509ce4efa5ff285c646a38b49f8c5ef8d4b340f722685b09bb033c5ccf"},
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+    {file = "shapely-2.0.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b79bbd648664aa6f44ef018474ff958b6b296fed5c2d42db60078de3cffbc8aa"},
+    {file = "shapely-2.0.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:674d7baf0015a6037d5758496d550fc1946f34bfc89c1bf247cabdc415d7747e"},
+    {file = "shapely-2.0.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6cd4ccecc5ea5abd06deeaab52fcdba372f649728050c6143cc405ee0c166679"},
+    {file = "shapely-2.0.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb5cdcbbe3080181498931b52a91a21a781a35dcb859da741c0345c6402bf00c"},
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+    {file = "shapely-2.0.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3f9103abd1678cb1b5f7e8e1af565a652e036844166c91ec031eeb25c5ca8af0"},
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+    {file = "shapely-2.0.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:485246fcdb93336105c29a5cfbff8a226949db37b7473c89caa26c9bae52a242"},
+    {file = "shapely-2.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8de4578e838a9409b5b134a18ee820730e507b2d21700c14b71a2b0757396acc"},
+    {file = "shapely-2.0.4-cp39-cp39-win32.whl", hash = "sha256:9dab4c98acfb5fb85f5a20548b5c0abe9b163ad3525ee28822ffecb5c40e724c"},
+    {file = "shapely-2.0.4-cp39-cp39-win_amd64.whl", hash = "sha256:31c19a668b5a1eadab82ff070b5a260478ac6ddad3a5b62295095174a8d26398"},
+    {file = "shapely-2.0.4.tar.gz", hash = "sha256:5dc736127fac70009b8d309a0eeb74f3e08979e530cf7017f2f507ef62e6cfb8"},
+]
+
+[package.dependencies]
+numpy = ">=1.14,<3"
+
+[package.extras]
+docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+test = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "shellingham"
 version = "1.5.4"
@@ -4013,4 +4178,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "86b3d843ec602af91f686b93bed8ac01561e4eaca2eda509a4fcaeffcca5ad6b"
+content-hash = "e327ce56cfbcce631b653dc29c42407477ab2316604be63824fe888edc376882"

pyproject.toml

@@ -9,6 +9,7 @@ readme = "README.md"
 python = "^3.11"
 apscheduler = "^3.10.4"
 firebase-admin = "^6.5.0"
+google-cloud-aiplatform = "^1.57.0"
 google-cloud-secret-manager = "^2.20.0"
 google-generativeai = "^0.5.4"
 gradio = "^4.32.1"

requirements.txt

@@ -18,6 +18,7 @@ cryptography==42.0.8 ; python_version >= "3.11" and python_version < "4.0"
 cycler==0.12.1 ; python_version >= "3.11" and python_version < "4.0"
 distro==1.9.0 ; python_version >= "3.11" and python_version < "4.0"
 dnspython==2.6.1 ; python_version >= "3.11" and python_version < "4.0"
+docstring-parser==0.16 ; python_version >= "3.11" and python_version < "4.0"
 email-validator==2.1.1 ; python_version >= "3.11" and python_version < "4.0"
 fastapi-cli==0.0.4 ; python_version >= "3.11" and python_version < "4.0"
 fastapi==0.111.0 ; python_version >= "3.11" and python_version < "4.0"
@@ -33,8 +34,11 @@ google-api-core[grpc]==2.19.0 ; python_version >= "3.11" and python_version < "4
 google-api-python-client==2.132.0 ; python_version >= "3.11" and python_version < "4.0"
 google-auth-httplib2==0.2.0 ; python_version >= "3.11" and python_version < "4.0"
 google-auth==2.29.0 ; python_version >= "3.11" and python_version < "4.0"
+google-cloud-aiplatform==1.57.0 ; python_version >= "3.11" and python_version < "4.0"
+google-cloud-bigquery==3.25.0 ; python_version >= "3.11" and python_version < "4.0"
 google-cloud-core==2.4.1 ; python_version >= "3.11" and python_version < "4.0"
 google-cloud-firestore==2.16.0 ; python_version >= "3.11" and python_version < "4.0" and platform_python_implementation != "PyPy"
+google-cloud-resource-manager==1.12.3 ; python_version >= "3.11" and python_version < "4.0"
 google-cloud-secret-manager==2.20.0 ; python_version >= "3.11" and python_version < "4.0"
 google-cloud-storage==2.16.0 ; python_version >= "3.11" and python_version < "4.0"
 google-crc32c==1.5.0 ; python_version >= "3.11" and python_version < "4.0"
@@ -99,6 +103,7 @@ rpds-py==0.18.1 ; python_version >= "3.11" and python_version < "4.0"
 rsa==4.9 ; python_version >= "3.11" and python_version < "4"
 ruff==0.4.7 ; python_version >= "3.11" and python_version < "4.0" and sys_platform != "emscripten"
 semantic-version==2.10.0 ; python_version >= "3.11" and python_version < "4.0"
+shapely==2.0.4 ; python_version >= "3.11" and python_version < "4.0"
 shellingham==1.5.4 ; python_version >= "3.11" and python_version < "4.0"
 six==1.16.0 ; python_version >= "3.11" and python_version < "4.0"
 sniffio==1.3.1 ; python_version >= "3.11" and python_version < "4.0"