From 9ba58b04ba573e1504e9c0f905067008b9f0dd5e Mon Sep 17 00:00:00 2001
From: Ramiro Medina <64783088+ramedina86@users.noreply.github.com>
Date: Fri, 16 Aug 2024 15:07:33 +0000
Subject: [PATCH] feat: Applications generate content support in AI module

---
 poetry.lock              | 1288 +++++++++++++-------------------------
 pyproject.toml           |    2 +-
 src/writer/ai.py         |   35 +-
 tests/backend/test_ai.py |   30 +-
 4 files changed, 505 insertions(+), 850 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 0f795f7e6..e2a74c822 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "alfred-cli"
@@ -19,28 +19,26 @@ toml = ">=0.10,<0.11"
 
 [[package]]
 name = "altair"
-version = "5.3.0"
+version = "5.4.0"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "altair-5.3.0-py3-none-any.whl", hash = "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"},
-    {file = "altair-5.3.0.tar.gz", hash = "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675"},
+    {file = "altair-5.4.0-py3-none-any.whl", hash = "sha256:86be974867007cfdf5c92d6f89926535546a4d00e0ea6c1745ef4d5937aad9df"},
+    {file = "altair-5.4.0.tar.gz", hash = "sha256:27c69e93d85b7bb3c98fa3626ef7e6bc6939a1466a55a8f8bf68c4bff31cf030"},
 ]
 
 [package.dependencies]
 jinja2 = "*"
 jsonschema = ">=3.0"
-numpy = "*"
+narwhals = ">=1.1.0"
 packaging = "*"
-pandas = ">=0.25"
-toolz = "*"
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
 
 [package.extras]
-all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.3.0)"]
-dev = ["geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff (>=0.3.0)", "types-jsonschema", "types-setuptools"]
-doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
+all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=0.25.3)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.6.0)"]
+dev = ["geopandas", "hatch", "ibis-framework[polars]", "ipython[kernel]", "mistune", "mypy", "pandas (>=0.25.3)", "pandas-stubs", "polars (>=0.20.3)", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.5.7)", "types-jsonschema", "types-setuptools"]
+doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx (>=8.0.0)", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
 name = "annotated-types"
@@ -77,22 +75,22 @@ trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "authlib"
@@ -142,63 +140,78 @@ files = [
 
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 [package.dependencies]
@@ -330,43 +343,38 @@ files = [
 
 [[package]]
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 optional = false
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 ]
 
 [package.dependencies]
@@ -379,7 +387,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.0)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -393,41 +401,6 @@ files = [
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-idna = ["idna (>=3.6)"]
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-wmi = ["wmi (>=1.5.1)"]
-
-[[package]]
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-
 [[package]]
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 version = "1.2.2"
@@ -444,45 +417,23 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
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+version = "0.112.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
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-starlette = ">=0.37.2,<0.38.0"
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 typing-extensions = ">=4.8.0"
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 [package.extras]
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-[package.dependencies]
-typer = ">=0.12.3"
-
-[package.extras]
-standard = ["fastapi", "uvicorn[standard] (>=0.15.0)"]
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 [[package]]
 name = "frozendict"
@@ -589,54 +540,6 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<0.26.0)"]
 
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-[package.extras]
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-
 [[package]]
 name = "httpx"
 version = "0.27.0"
@@ -737,153 +640,149 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "lxml"
-version = "5.2.2"
+version = "5.3.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = false
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 html-clean = ["lxml-html-clean"]
 html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
-source = ["Cython (>=3.0.10)"]
-
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-testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+source = ["Cython (>=3.0.11)"]
 
 [[package]]
 name = "markupsafe"
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 [[package]]
 name = "multitasking"
 version = "0.0.11"
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 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -1066,6 +930,23 @@ files = [
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 ]
 
+[[package]]
+name = "narwhals"
+version = "1.4.2"
+description = "Extremely lightweight compatibility layer between dataframe libraries"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "narwhals-1.4.2.tar.gz", hash = "sha256:b33348b1d187208227f404f1808713f434e401951b780a34719e4eade1fa5df5"},
+]
+
+[package.extras]
+dask = ["dask[dataframe] (>=2024.7)"]
+pandas = ["pandas (>=0.25.3)"]
+polars = ["polars (>=0.20.3)"]
+pyarrow = ["pyarrow (>=11.0.0)"]
+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -1162,9 +1043,9 @@ files = [
 
 [package.dependencies]
 numpy = [
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1197,20 +1078,17 @@ xml = ["lxml (>=4.9.2)"]
 
 [[package]]
 name = "pandas-stubs"
-version = "2.2.2.240603"
+version = "2.2.2.240807"
 description = "Type annotations for pandas"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-numpy = [
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-    {version = ">=1.26.0", markers = "python_version >= \"3.12\" and python_version < \"3.13\""},
-]
+numpy = ">=1.23.5"
 types-pytz = ">=2022.1.1"
 
 [[package]]
@@ -1241,13 +1119,13 @@ type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "plotly"
-version = "5.22.0"
+version = "5.23.0"
 description = "An open-source, interactive data visualization library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "plotly-5.23.0.tar.gz", hash = "sha256:89e57d003a116303a34de6700862391367dd564222ab71f8531df70279fc0193"},
 ]
 
 [package.dependencies]
@@ -1396,8 +1274,8 @@ files = [
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 pydantic-core = "2.20.1"
 typing-extensions = [
-    {version = ">=4.6.1", markers = "python_version < \"3.13\""},
     {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
+    {version = ">=4.6.1", markers = "python_version < \"3.13\""},
 ]
 
 [package.extras]
@@ -1504,20 +1382,6 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
-[[package]]
-name = "pygments"
-version = "2.18.0"
-description = "Pygments is a syntax highlighting package written in Python."
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.extras]
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 [[package]]
@@ -1894,24 +1656,24 @@ files = [
 
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-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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-version = "0.37.2"
+version = "0.38.2"
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 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1923,13 +1685,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
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+version = "9.0.0"
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 python-versions = ">=3.8"
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-
 [[package]]
 name = "types-python-dateutil"
 version = "2.9.0.20240316"
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 [[package]]
 name = "uvicorn"
-version = "0.30.1"
+version = "0.30.6"
 description = "The lightning-fast ASGI server."
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 python-versions = ">=3.8"
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-
 [[package]]
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 version = "3.0.0"
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 [package.extras]
 watchmedo = ["PyYAML (>=3.10)"]
 
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-]
-
-[package.dependencies]
-anyio = ">=3.0.0"
-
 [[package]]
 name = "wcwidth"
 version = "0.2.13"
@@ -2362,13 +1958,13 @@ files = [
 
 [[package]]
 name = "writer-sdk"
-version = "0.5.0"
+version = "0.6.0"
 description = "The official Python library for the writer API"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "writer_sdk-0.5.0-py3-none-any.whl", hash = "sha256:654e08fa0040126b8a8ae2468a9f2185997d94926a9322cee6278a721d098598"},
-    {file = "writer_sdk-0.5.0.tar.gz", hash = "sha256:984f289f2576f8fbaec6893e9c83a0810a3084fbc536cc22666e0f620e8eff64"},
+    {file = "writer_sdk-0.6.0-py3-none-any.whl", hash = "sha256:9343c9a5532600d053ce912dd5ef9c87d515ffd785ed06f4e44f0f4d66df94ce"},
+    {file = "writer_sdk-0.6.0.tar.gz", hash = "sha256:802c9175efdea1a0cbb8c04eb7d20294ae04785629d0905a4abbcc723fb15342"},
 ]
 
 [package.dependencies]
@@ -2381,13 +1977,13 @@ typing-extensions = ">=4.7,<5"
 
 [[package]]
 name = "yfinance"
-version = "0.2.40"
+version = "0.2.41"
 description = "Download market data from Yahoo! Finance API"
 optional = false
 python-versions = "*"
 files = [
-    {file = "yfinance-0.2.40-py2.py3-none-any.whl", hash = "sha256:328176b5690de7aa192456a15b351c20ddde31b35d479f8179f5325bd340fc0b"},
-    {file = "yfinance-0.2.40.tar.gz", hash = "sha256:b053ac31229b5dc7f49a17a057f66aa7f688de2f5ddeb95c2455ec13cd89511a"},
+    {file = "yfinance-0.2.41-py2.py3-none-any.whl", hash = "sha256:2ed7b453cb8568773eb2dbb4d87cc37ff02e5d133f7723ec3e219ab0b86b56d8"},
+    {file = "yfinance-0.2.41.tar.gz", hash = "sha256:f94409a1ed4d596b9da8d2dbb498faaabfcf593d5870e1412e17669a212bb345"},
 ]
 
 [package.dependencies]
@@ -2410,4 +2006,4 @@ repair = ["scipy (>=1.6.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9.2, <4.0"
-content-hash = "1a9fce174185ad89519ad25100e129422322d6015fcd31cbaad40584780ce8dc"
+content-hash = "6762fc47391c660ee28c67a5119ff19c9e2de423beda3bf30aba97061870d2e5"
diff --git a/pyproject.toml b/pyproject.toml
index 795d479ee..fc6c093a7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ requests = "^2.31.0"
 uvicorn = ">= 0.20.0, < 1"
 watchdog = ">= 3.0.0, < 4"
 websockets = ">= 12, < 13"
-writer-sdk = ">= 0.5.0, < 1"
+writer-sdk = ">= 0.6.0, < 1"
 yfinance = "^0.2.40"
 
 
diff --git a/src/writer/ai.py b/src/writer/ai.py
index ae9655de2..1327feadf 100644
--- a/src/writer/ai.py
+++ b/src/writer/ai.py
@@ -7,6 +7,7 @@
     Literal,
     Optional,
     Set,
+    Dict,
     TypedDict,
     Union,
     cast,
@@ -60,7 +61,7 @@ class CreateOptions(APIOptions, total=False):
     stop: Union[List[str], str, NotGiven]
     temperature: Union[float, NotGiven]
     top_p: Union[float, NotGiven]
-
+    
 
 class APIListOptions(APIOptions, total=False):
     after: Union[str, NotGiven]
@@ -68,7 +69,6 @@ class APIListOptions(APIOptions, total=False):
     limit: Union[int, NotGiven]
     order: Union[Literal["asc", "desc"], NotGiven]
 
-
 logger = logging.Logger(__name__)
 
 
@@ -926,6 +926,35 @@ def serialized_messages(self) -> List['Message']:
         return serialized_messages
 
 
+class Apps:
+    def generate_content(self, application_id: str, input_dict: Dict[str, str] = {}, config: Optional[APIOptions] = None) -> str:
+        """
+        Generates output based on an existing AI Studio no-code application.
+
+        :param application_id: The id for the application, which can be obtained on AI Studio.
+        :param input_dict: Optional dictionary containing parameters for the generation call.
+        :return: The generated text.
+        :raises RuntimeError: If response data was not properly formatted to retrieve model text.
+        """
+
+        client = WriterAIManager.acquire_client()
+        config = config or {}
+        inputs = []
+
+        for k, v in input_dict.items():
+            inputs.append({
+                "id": k,
+                "value": v if isinstance(v, list) else [v]
+            })
+
+        response_data = client.applications.generate_content(application_id=application_id, inputs=inputs, **config)
+
+        text = response_data.suggestion
+        if text:
+            return text
+
+        raise RuntimeError(f"Failed to acquire proper response for completion from data: {response_data}")
+
 def complete(initial_text: str, config: Optional['CreateOptions'] = None) -> str:
     """
     Completes the input text using the given data and returns the first resulting text choice.
@@ -1009,3 +1038,5 @@ def init(token: Optional[str] = None):
     :return: An instance of WriterAIManager.
     """
     return WriterAIManager(token=token)
+
+apps = Apps()
\ No newline at end of file
diff --git a/tests/backend/test_ai.py b/tests/backend/test_ai.py
index b569f1a22..2515f2109 100644
--- a/tests/backend/test_ai.py
+++ b/tests/backend/test_ai.py
@@ -66,10 +66,11 @@
     retrieve_graph,
     stream_complete,
     upload_file,
+    apps
 )
 from writerai import Writer
 from writerai._streaming import Stream
-from writerai.types import Chat, ChatStreamingData, Completion, StreamingData
+from writerai.types import Chat, ChatStreamingData, Completion, StreamingData, ApplicationGenerateContentResponse
 
 # Decorator to mark tests as explicit, i.e. that they only to be run on direct demand
 explicit = pytest.mark.explicit
@@ -78,6 +79,20 @@
 test_complete_literal = "Completed text"
 
 
+@pytest.fixture
+def mock_app_content_generation():
+    with patch('writer.ai.WriterAIManager.acquire_client') as mock_acquire_client:
+        original_client = Writer(api_key="fake_token")
+        non_streaming_client = AsyncMock(original_client)
+        mock_acquire_client.return_value = non_streaming_client
+
+        non_streaming_client.applications.generate_content.return_value = ApplicationGenerateContentResponse(
+            suggestion=test_complete_literal
+        )
+
+        yield non_streaming_client
+
+
 @pytest.fixture
 def mock_non_streaming_client():
     with patch('writer.ai.WriterAIManager.acquire_client') as mock_acquire_client:
@@ -377,6 +392,16 @@ def test_stream_complete(emulate_app_process, mock_streaming_client):
     assert "".join(response_chunks) == "part1 part2"
 
 
+@pytest.mark.set_token("fake_token")
+def test_generate_content_from_app(emulate_app_process, mock_app_content_generation):
+    response = apps.generate_content("abc123", {
+        "Favorite animal": "Dog",
+        "Favorite color": "Purple"
+    })
+
+    assert response == test_complete_literal
+
+
 @pytest.mark.set_token("fake_token")
 def test_init_writer_ai_manager(emulate_app_process):
     manager = init("fake_token")
@@ -603,3 +628,6 @@ def test_explicit_delete_file(emulate_app_process, created_files):
     created_files.remove(uploaded_file)
 
     assert response.deleted is True
+
+# For doing a explicit test of apps.generate_content() we need a no-code app that
+# nobody will touch. That is a challenge.