Pytest examples

.github/workflows/ci.yml

@@ -26,14 +26,27 @@ jobs:
           enable-cache: true
 
       - name: Install dependencies
-        run: uv sync --python 3.12 --frozen --all-extras
+        run: uv sync --python 3.12 --frozen --all-extras --no-dev --group lint
 
       - uses: pre-commit/action@v3.0.0
         with:
           extra_args: --all-files --verbose
         env:
           SKIP: no-commit-to-branch
 
+  # mypy and lint are a bit slower than other jobs, so we run them separately
+  mypy:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: astral-sh/setup-uv@v3
+        with:
+          enable-cache: true
+
+      - name: Install dependencies
+        run: uv sync --python 3.12 --frozen --no-dev --group lint
+
       - run: make typecheck-mypy
 
   docs:
@@ -138,7 +151,7 @@ jobs:
   # https://github.com/marketplace/actions/alls-green#why used for branch protection checks
   check:
     if: always()
-    needs: [lint, docs, test-live, test, coverage]
+    needs: [lint, mypy, docs, test-live, test, coverage]
     runs-on: ubuntu-latest
 
     steps:

Makefile

@@ -10,7 +10,7 @@
 
 .PHONY: install  # Install the package, dependencies, and pre-commit for local development
 install: .uv .pre-commit
-	uv sync --frozen --all-extras --group docs
+	uv sync --frozen --all-extras --group lint --group docs
 	pre-commit install --install-hooks
 
 .PHONY: format  # Format the code
@@ -67,12 +67,15 @@ docs:
 docs-serve:
 	uv run mkdocs serve --no-strict
 
-# install insiders packages for docs (to avoid running this on every build, `touch .docs-insiders-install`)
+.PHONY: .docs-insiders-install # install insiders packages for docs if necessary
 .docs-insiders-install:
-	@echo 'installing insiders packages'
-	@uv pip install -U \
-		--extra-index-url https://pydantic:${PPPR_TOKEN}@pppr.pydantic.dev/simple/ \
-		mkdocs-material mkdocstrings-python
+ifeq ($(shell uv pip show mkdocs-material | grep -q insiders && echo 'installed'), installed)
+	@echo 'insiders packages already installed'
+else
+	@echo 'installing insiders packages...'
+	@uv pip install -U mkdocs-material mkdocstrings-python \
+		--extra-index-url https://pydantic:${PPPR_TOKEN}@pppr.pydantic.dev/simple/
+endif
 
 .PHONY: docs-insiders  # Build the documentation using insiders packages
 docs-insiders: .docs-insiders-install

docs/api/agent.md

@@ -15,8 +15,3 @@
         - retriever_plain
         - retriever_context
         - result_validator
-
-::: pydantic_ai.agent
-    options:
-      members:
-        - KnownModelName

docs/api/models/base.md

@@ -3,6 +3,7 @@
 ::: pydantic_ai.models
     options:
       members:
+        - KnownModelName
         - Model
         - AgentModel
         - AbstractToolDefinition

docs/concepts/dependencies.md

@@ -1,6 +1,6 @@
 # Dependencies
 
-PydanticAI uses a dependency injection system to provide data and services to your agent's [system prompts](system-prompt.md), [retrievers](retrievers.md) and [result validators](result-validation.md#TODO).
+PydanticAI uses a dependency injection system to provide data and services to your agent's [system prompts](system-prompt.md), [retrievers](retrievers.md) and [result validators](results.md#TODO).
 
 Matching PydanticAI's design philosophy, our dependency system tries to use existing best practice in Python development rather than inventing esoteric "magic", this should make dependencies type-safe, understandable easier to test and ultimately easier to deploy in production.
 
@@ -13,7 +13,7 @@ Here's an example of defining an agent that requires dependencies.
 
 (**Note:** dependencies aren't actually used in this example, see [Accessing Dependencies](#accessing-dependencies) below)
 
-```python title="unused_dependencies.py"
+```py title="unused_dependencies.py"
 from dataclasses import dataclass
 
 import httpx
@@ -41,6 +41,7 @@ async def main():
             deps=deps,  # (3)!
         )
         print(result.data)
+        #> Did you hear about the toothpaste scandal? They called it Colgate.
 ```
 
 1. Define a dataclass to hold dependencies.
@@ -78,7 +79,7 @@ agent = Agent(
 async def get_system_prompt(ctx: CallContext[MyDeps]) -> str:  # (2)!
     response = await ctx.deps.http_client.get(  # (3)!
         'https://example.com',
-        headers={'Authorization': f'Bearer {ctx.deps.api_key}'}  # (4)!
+        headers={'Authorization': f'Bearer {ctx.deps.api_key}'},  # (4)!
     )
     response.raise_for_status()
     return f'Prompt: {response.text}'
@@ -89,6 +90,7 @@ async def main():
         deps = MyDeps('foobar', client)
         result = await agent.run('Tell me a joke.', deps=deps)
         print(result.data)
+        #> Did you hear about the toothpaste scandal? They called it Colgate.
 ```
 
 1. [`CallContext`][pydantic_ai.dependencies.CallContext] may optionally be passed to a [`system_prompt`][pydantic_ai.Agent.system_prompt] function as the only argument.
@@ -134,8 +136,7 @@ agent = Agent(
 @agent.system_prompt
 def get_system_prompt(ctx: CallContext[MyDeps]) -> str:  # (2)!
     response = ctx.deps.http_client.get(
-        'https://example.com',
-        headers={'Authorization': f'Bearer {ctx.deps.api_key}'}
+        'https://example.com', headers={'Authorization': f'Bearer {ctx.deps.api_key}'}
     )
     response.raise_for_status()
     return f'Prompt: {response.text}'
@@ -148,6 +149,7 @@ async def main():
         deps=deps,
     )
     print(result.data)
+    #> Did you hear about the toothpaste scandal? They called it Colgate.
 ```
 
 1. Here we use a synchronous `httpx.Client` instead of an asynchronous `httpx.AsyncClient`.
@@ -157,7 +159,7 @@ _(This example is complete, it can be run "as is")_
 
 ## Full Example
 
-As well as system prompts, dependencies can be used in [retrievers](retrievers.md) and [result validators](result-validation.md#TODO).
+As well as system prompts, dependencies can be used in [retrievers](retrievers.md) and [result validators](results.md#TODO).
 
 ```python title="full_example.py" hl_lines="27-35 38-48"
 from dataclasses import dataclass
@@ -215,6 +217,7 @@ async def main():
         deps = MyDeps('foobar', client)
         result = await agent.run('Tell me a joke.', deps=deps)
         print(result.data)
+        #> Did you hear about the toothpaste scandal? They called it Colgate.
 ```
 
 1. To pass `CallContext` and to a retriever, us the [`retriever_context`][pydantic_ai.Agent.retriever_context] decorator.
@@ -264,7 +267,6 @@ async def application_code(prompt: str) -> str:  # (3)!
         app_deps = MyDeps('foobar', client)
         result = await joke_agent.run(prompt, deps=app_deps)  # (4)!
     return result.data
-
 ```
 
 1. Define a method on the dependency to make the system prompt easier to customise.
@@ -273,7 +275,7 @@ async def application_code(prompt: str) -> str:  # (3)!
 4. Call the agent from within the application code, in a real application this call might be deep within a call stack. Note `app_deps` here will NOT be used when deps are overridden.
 
 ```py title="test_joke_app.py" hl_lines="10-12"
-from joke_app import application_code, joke_agent, MyDeps
+from joke_app import MyDeps, application_code, joke_agent
 
 
 class TestMyDeps(MyDeps):  # (1)!
@@ -284,8 +286,8 @@ class TestMyDeps(MyDeps):  # (1)!
 async def test_application_code():
     test_deps = TestMyDeps('test_key', None)  # (2)!
     with joke_agent.override_deps(test_deps):  # (3)!
-        joke = application_code('Tell me a joke.')  # (4)!
-    assert joke == 'funny'
+        joke = await application_code('Tell me a joke.')  # (4)!
+    assert joke.startswith('Did you hear about the toothpaste scandal?')
 ```
 
 1. Define a subclass of `MyDeps` in tests to customise the system prompt factory.
@@ -314,7 +316,7 @@ joke_agent = Agent(
     system_prompt=(
         'Use the "joke_factory" to generate some jokes, then choose the best. '
         'You must return just a single joke.'
-    )
+    ),
 )
 
 factory_agent = Agent('gemini-1.5-pro', result_type=list[str])
@@ -328,6 +330,7 @@ async def joke_factory(ctx: CallContext[MyDeps], count: int) -> str:
 
 result = joke_agent.run_sync('Tell me a joke.', deps=MyDeps(factory_agent))
 print(result.data)
+#> Did you hear about the toothpaste scandal? They called it Colgate.
 ```
 
 ## Examples