Release 2.7.5

cookbook/agents/14_generate_image.py

@@ -16,9 +16,5 @@
 images = image_agent.get_images()
 if images and isinstance(images, list):
     for image_response in images:
-        image_data = image_response.get("data")  # type: ignore
-        if image_data:
-            for image in image_data:
-                image_url = image.get("url")  # type: ignore
-                if image_url:
-                    print(image_url)
+        image_url = image_response.url
+        print(image_url)

cookbook/mysql-init/init.sql

@@ -0,0 +1,16 @@
+-- Create 'users' table
+CREATE TABLE IF NOT EXISTS users (
+    id INT AUTO_INCREMENT PRIMARY KEY,
+    username VARCHAR(50) NOT NULL UNIQUE,
+    email VARCHAR(100) NOT NULL UNIQUE,
+    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+);
+
+-- Create 'products' table
+CREATE TABLE IF NOT EXISTS products (
+    id INT AUTO_INCREMENT PRIMARY KEY,
+    name VARCHAR(100) NOT NULL,
+    description TEXT,
+    price DECIMAL(10,2) NOT NULL,
+    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+);

cookbook/providers/ollama/agent_set_client.py

@@ -0,0 +1,18 @@
+"""Run `pip install yfinance` to install dependencies."""
+
+from ollama import Client as OllamaClient
+from phi.agent import Agent, RunResponse  # noqa
+from phi.model.ollama import Ollama
+from phi.playground import Playground, serve_playground_app
+from phi.tools.yfinance import YFinanceTools
+
+agent = Agent(
+    model=Ollama(id="llama3.1:8b", client=OllamaClient()),
+    tools=[YFinanceTools(stock_price=True)],
+    markdown=True,
+)
+
+app = Playground(agents=[agent]).get_app()
+
+if __name__ == "__main__":
+    serve_playground_app("agent_set_client:app", reload=True)

cookbook/run_mysql.sh

@@ -0,0 +1,10 @@
+docker run -d \
+  -e MYSQL_ROOT_PASSWORD=phi \
+  -e MYSQL_DATABASE=phi \
+  -e MYSQL_USER=phi \
+  -e MYSQL_PASSWORD=phi \
+  -p 3306:3306 \
+  -v mysql_data:/var/lib/mysql \
+  -v $(pwd)/cookbook/mysql-init:/docker-entrypoint-initdb.d \
+  --name mysql \
+  mysql:8.0

cookbook/tools/composio_tools.py

@@ -1,7 +1,6 @@
 from phi.agent import Agent
 from composio_phidata import Action, ComposioToolSet  # type: ignore
 
-
 toolset = ComposioToolSet()
 composio_tools = toolset.get_tools(actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER])
 

phi/model/ollama/chat.py

@@ -722,3 +722,7 @@ async def aresponse_stream(self, messages: List[Message]) -> Any:
             async for post_tool_call_response in self.ahandle_post_tool_call_messages_stream(messages=messages):
                 yield post_tool_call_response
         logger.debug("---------- Ollama Async Response End ----------")
+
+    def model_copy(self, *, update: Optional[dict[str, Any]] = None, deep: bool = False) -> "Ollama":
+        new_model = Ollama(**self.model_dump(exclude={"client"}), client=self.client)
+        return new_model

phi/tools/function.py

@@ -53,7 +53,7 @@ class Function(BaseModel):
     # The parameters the functions accepts, described as a JSON Schema object.
     # To describe a function that accepts no parameters, provide the value {"type": "object", "properties": {}}.
     parameters: Dict[str, Any] = Field(
-        default_factory=lambda: {"type": "object", "properties": {}},
+        default_factory=lambda: {"type": "object", "properties": {}, "required": []},
         description="JSON Schema object describing function parameters",
     )
     strict: Optional[bool] = None
@@ -139,6 +139,12 @@ def process_entrypoint(self, strict: bool = False):
             return
 
         parameters = {"type": "object", "properties": {}, "required": []}
+
+        params_set_by_user = False
+        # If the user set the parameters (i.e. they are different from the default), we should keep them
+        if self.parameters != parameters:
+            params_set_by_user = True
+
         try:
             sig = signature(self.entrypoint)
             type_hints = get_type_hints(self.entrypoint)
@@ -174,8 +180,9 @@ def process_entrypoint(self, strict: bool = False):
         except Exception as e:
             logger.warning(f"Could not parse args for {self.name}: {e}", exc_info=True)
 
-        self.description = getdoc(self.entrypoint) or self.description
-        self.parameters = parameters
+        self.description = self.description or getdoc(self.entrypoint)
+        if not params_set_by_user:
+            self.parameters = parameters
         self.entrypoint = validate_call(self.entrypoint)
 
     def get_type_name(self, t: Type[T]):

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "phidata"
-version = "2.7.4"
+version = "2.7.5"
 description = "Build multi-modal Agents with memory, knowledge and tools."
 requires-python = ">=3.7"
 readme = "README.md"