Use Gemini's reasoning features

pyproject.toml

@@ -13,38 +13,87 @@ readme = "README.md"
 
 [tool.poetry.dependencies]
 python = ">=3.11,<4.0"
-tqdm = "^4.66.4"
-python-dotenv = "^1.0.1"
-pandas = "^2.2.3"
-black = { version = "^24.3.0", optional = true }
+
+# Sorted primary dependencies
+accelerate = { version = "^1.3.0", optional = true } # working with 1.6.0
+aiohttp = { version = "^3.11.18", optional = false }
+anthropic = { version = "^0.45.2", optional = true }
+black = { version = "^24.3.0", optional = true } # working with 24.10.0
+cli-test-helpers = { version = "^4.0.0", optional = true } # working with 4.1.0
+google-cloud-aiplatform = { version = "^1.71.1", optional = true }
+google-genai = { version = "^1.11.0", optional = true } # working with 1.13.0
+google-generativeai = { version = "^0.8.4", optional = false }
+huggingface-hub = { version = "^0.28.0", optional = true } # working with 0.28.1
+ipykernel = { version = "^6.29.4", optional = true } # working with 6.29.5
 isort = { version = "^5.13.2", optional = true }
-pre-commit = { version = "^3.7.0", optional = true }
-pytest = { version = "^8.1.1", optional = true }
-pytest-asyncio = { version = "^0.23.6", optional = true }
-pytest-cov = { version = "^5.0.0", optional = true }
-ipykernel = { version = "^6.29.4", optional = true }
-mkdocs-material = { version = "^9.5.26", optional = true }
-mkdocstrings-python = { version = "^1.10.3", optional = true }
 mkdocs-gen-files = { version = "^0.5.0", optional = true }
-mkdocs-literate-nav = { version = "^0.6.1", optional = true }
-mkdocs-section-index = { version = "^0.3.9", optional = true }
+mkdocs-jupyter = { version = "^0.24.7", optional = true } # working with 0.24.8
+mkdocs-literate-nav = { version = "^0.6.1", optional = true } # working with 0.6.2
+mkdocs-material = { version = "^9.6.12", optional = false }
 mkdocs-same-dir = { version = "^0.1.3", optional = true }
-mkdocs-jupyter = { version = "^0.24.7", optional = true }
-cli-test-helpers = { version = "^4.0.0", optional = true }
-vertexai = { version ="^1.71.1", optional = true }
-google-cloud-aiplatform = { version = "^1.71.1", optional = true }
-google-generativeai = { version = "^0.8.4", optional = true }
-google-genai = { version = "^0.7.0", optional = true }
-openai = { version = "^1.60.0", optional = true }
-pillow = { version = "^11.1.0", optional = true }
-ollama = { version = "^0.4.7", optional = true }
-huggingface-hub = { version = "^0.28.0", optional = true }
+mkdocs-section-index = { version = "^0.3.10", optional = false }
+mkdocstrings-python = { version = "^1.10.3", optional = true } # working with 1.16.10
+ollama = { version = "^0.4.8", optional = false }
+openai = { version = "^1.77.0", optional = false }
+pandas = "^2.2.3"
+pillow = { version = "^11.2.1", optional = false }
+pre-commit = { version = "^3.7.0", optional = true } # working with 3.8.0
+pytest = { version = "^8.1.1", optional = true } # working with 8.3.5
+pytest-asyncio = { version = "^0.23.6", optional = true } # working with 0.23.8
+pytest-cov = { version = "^5.0.0", optional = true }
+python-dotenv = "^1.0.1" # working with 1.1.0
 quart = { version = "^0.20.0", optional = true }
-transformers = { version = "^4.48.1", optional = true }
-torch = { version = "^2.6.0", optional = true }
-accelerate = { version = "^1.3.0", optional = true }
-aiohttp = { version = "^3.11.11", optional = true }
-anthropic = { version = "^0.45.2", optional = true }
+torch = { version = "^2.7.0", optional = false }
+tqdm = "^4.67.1"  # working with 4.67.1
+transformers = { version = "^4.50.3", optional = true } # working with 4.50.3
+urllib3 = { version = "^2.4.0", optional = false }
+vertexai = { version ="^1.71.1", optional = true }
+
+# Sorted secondary dependencies
+# These are not directly used in the code, but are required by the primary dependencies
+# They are specified here, because the automatic dependency resolution of pip
+# can be slow and sometimes times-out without resolving them all.
+beautifulsoup4 = { version = "^4.13.4", optional = false } # Secondary
+certifi = { version = "^2025.4.26", optional = false } # Secondary
+charset-normalizer = { version = "^3.4.2", optional = false } # Secondary
+debugpy = { version = "^1.8.14", optional = false } # Secondary
+frozenlist = { version = "^1.6.0", optional = false } # Secondary
+google-api-core = { version = "^2.25.0rc0", optional = false } # Secondary
+google-api-python-client = { version = "^2.166.0", optional = false } # Secondary
+google-auth = { version = "^2.40.0", optional = false } # Secondary
+google-auth-httplib2 = { version = "^0.2.0", optional = false } # Secondary
+googleapis-common-protos = { version = "^1.70.0", optional = false } # Secondary
+griffe = { version = "^1.7.3", optional = false } # Secondary
+h11 = { version = "^0.16.0", optional = false } # Secondary
+httpcore = { version = "^1.0.9", optional = false } # Secondary
+httplib2 = { version = "^0.22.0", optional = false } # Secondary
+identify = { version = "^2.6.10", optional = false } # Secondary
+ipython = { version = "^9.2.0", optional = false } # Secondary
+jsonschema-specifications = { version = "^2025.4.1", optional = false } # Secondary
+jupytext = { version = "^1.17.1", optional = false } # Secondary
+Markdown = { version = "^3.8", optional = false } # Secondary
+multidict = { version = "^6.4.3", optional = false } # Secondary
+mypy_extensions = { version = "^1.1.0", optional = false } # Secondary
+numpy = { version = "^2.2.5", optional = false } # Secondary
+packaging = { version = "^25.0", optional = false } # Secondary
+pydantic = { version = "^2.11.4", optional = false } # Secondary
+pydantic_core = { version = "^2.33.2", optional = false } # Secondary
+pymdown-extensions = { version = "^10.15", optional = false } # Secondary
+pyparsing = { version = "^3.2.3", optional = false } # Secondary
+pytest-random-order = { version = "^1.1.1", optional = false } # Secondary
+pyzmq = { version = "^26.4.0", optional = false } # Secondary
+rsa = { version = "^4.9.1", optional = false } # Secondary
+ruff = { version = "^0.11.6", optional = false } # Secondary
+setuptools = { version = "^80.3.1", optional = false } # Secondary
+shapely = { version = "^2.1.0", optional = false } # Secondary
+snakeviz = { version = "^2.2.2", optional = false } # Secondary
+soupsieve = { version = "^2.7", optional = false } # Secondary
+sympy = { version = "^1.14.0", optional = false } # Secondary
+typing_extensions = { version = "^4.13.2", optional = false } # Secondary
+virtualenv = { version = "^20.31.1", optional = false } # Secondary
+websockets = { version = "^15.0.1", optional = false } # Secondary
+yarl = { version = "^1.20.0", optional = false } # Secondary
+
 
 [tool.poetry.extras]
 all = [
@@ -66,7 +115,7 @@ all = [
     "cli-test-helpers",
     "vertexai",
     "google-cloud-aiplatform",
-    "google-generativeai",
+    # "google-generativeai",
     "google-genai",
     "openai",
     "pillow",
@@ -97,8 +146,20 @@ dev = [
     "mkdocs-jupyter",
     "cli-test-helpers",
 ]
-gemini = ["vertexai", "google-cloud-aiplatform", "google-generativeai", "google-genai", "pillow"]
-vertexai = ["vertexai", "google-cloud-aiplatform", "google-generativeai", "google-genai", "pillow"]
+gemini = [
+    "vertexai",
+    "google-cloud-aiplatform",
+    # "google-generativeai", # TODO: deprecated - to be removed
+    "google-genai",
+    "pillow"
+]
+vertexai = [
+    "vertexai",
+    "google-cloud-aiplatform",
+    # "google-generativeai", # TODO: deprecated - to be removed
+    "google-genai",
+    "pillow"
+]
 azure_openai = ["openai", "pillow"]
 openai = ["openai", "pillow"]
 ollama = ["ollama"]