Add agent descriptions to prompts

examples/delegation_demo.py

@@ -53,9 +53,7 @@ def main():
     # You can give agents as tools to other agents
     writer = ReactMotleyAgent(
         name="AI writer agent",
-        description="""Conduct a comprehensive analysis of the latest advancements in AI in 2024.
-                  Identify key trends, breakthrough technologies, and potential industry impacts.
-                  Your final answer MUST be a full analysis report""",
+        description="You are an experienced writer with a passion for technology.",
         tools=[researcher],
         verbose=True,
     )

examples/old/delegation_crewai.py

@@ -39,9 +39,7 @@ def main():
     # You can give agents as tools to other agents
     writer = ReactMotleyAgent(
         name="AI writer agent",
-        description="""Conduct a comprehensive analysis of the latest advancements in AI in 2024.
-                  Identify key trends, breakthrough technologies, and potential industry impacts.
-                  Your final answer MUST be a full analysis report""",
+        description="You are an experienced writer with a passion for technology.",
         tools=[researcher],
         verbose=True,
     )

examples/old/single_llama_index.py

@@ -14,7 +14,7 @@ def main():
 
     # TODO: add LlamaIndex native tools
     researcher = ReActLlamaIndexMotleyAgent(
-        description="Uncover cutting-edge developments in AI and data science",
+        description="Your goal is to uncover cutting-edge developments in AI and data science",
         tools=[search_tool],
         verbose=True,
     )

motleycrew/agents/crewai/crewai.py

@@ -1,4 +1,5 @@
 """ Module description """
+
 from typing import Any, Optional, Sequence
 
 from langchain_core.runnables import RunnableConfig
@@ -8,7 +9,6 @@
 from motleycrew.agents.crewai import CrewAIAgentWithConfig
 from motleycrew.common import MotleySupportedTool
 from motleycrew.common import MotleyAgentFactory
-from motleycrew.common.utils import to_str
 from motleycrew.tracking import add_default_callbacks_to_langchain_config
 from motleycrew.common.utils import ensure_module_is_installed
 
@@ -27,7 +27,7 @@ def __init__(
         tools: Sequence[MotleySupportedTool] | None = None,
         verbose: bool = False,
     ):
-        """ Description
+        """Description
 
         Args:
             goal (str):
@@ -51,7 +51,7 @@ def invoke(
         config: Optional[RunnableConfig] = None,
         **kwargs: Any,
     ) -> Any:
-        """ Description
+        """Description
 
         Args:
             task_dict (dict):
@@ -62,10 +62,7 @@ def invoke(
             Any:
         """
         self.materialize()
-
-        prompt = task_dict.get("prompt")
-        if not prompt:
-            raise ValueError("Task must have a prompt")
+        prompt = self.compose_prompt(task_dict, task_dict.get("prompt"))
 
         langchain_tools = [tool.to_langchain_tool() for tool in self.tools.values()]
         config = add_default_callbacks_to_langchain_config(config)
@@ -79,7 +76,7 @@ def invoke(
 
     # TODO: what do these do?
     def set_cache_handler(self, cache_handler: Any) -> None:
-        """ Description
+        """Description
 
         Args:
             cache_handler (Any):
@@ -90,7 +87,7 @@ def set_cache_handler(self, cache_handler: Any) -> None:
         return self.agent.set_cache_handler(cache_handler)
 
     def set_rpm_controller(self, rpm_controller: Any) -> None:
-        """ Description
+        """Description
 
         Args:
             rpm_controller (Any):
@@ -106,7 +103,7 @@ def from_agent(
         tools: Sequence[MotleySupportedTool] | None = None,
         verbose: bool = False,
     ) -> "CrewAIMotleyAgentParent":
-        """ Description
+        """Description
 
         Args:
             agent (CrewAIAgentWithConfig):

motleycrew/agents/langchain/langchain.py

@@ -24,7 +24,7 @@
 class LangchainMotleyAgent(MotleyAgentParent):
     def __init__(
         self,
-        description: str,
+        description: str | None = None,
         name: str | None = None,
         agent_factory: MotleyAgentFactory | None = None,
         tools: Sequence[MotleySupportedTool] | None = None,
@@ -35,7 +35,7 @@ def __init__(
         """Description
 
         Args:
-            description (str):
+            description (:obj:`str`, optional):
             name (:obj:`str`, optional):
             agent_factory (:obj:`MotleyAgentFactory`, optional):
             tools (:obj:`Sequence[MotleySupportedTool]`, optional):
@@ -85,10 +85,7 @@ def invoke(
 
         """
         self.materialize()
-
-        prompt = task_dict.get("prompt")
-        if not prompt:
-            raise ValueError("Task must have a prompt")
+        prompt = self.compose_prompt(task_dict, task_dict.get("prompt"))
 
         config = add_default_callbacks_to_langchain_config(config)
         if self.with_history:
@@ -107,10 +104,9 @@ def invoke(
     @staticmethod
     def from_function(
         function: Callable[..., Any],
-        description: str,
+        description: str | None = None,
         name: str | None = None,
         llm: BaseLanguageModel | None = None,
-        delegation: bool | Sequence[MotleyAgentAbstractParent] = False,
         tools: Sequence[MotleySupportedTool] | None = None,
         prompt: ChatPromptTemplate | Sequence[ChatPromptTemplate] | None = None,
         require_tools: bool = False,
@@ -121,10 +117,9 @@ def from_function(
 
         Args:
             function (Callable):
-            description (str):
+            description (:obj:`str`, optional):
             name (:obj:`str`, optional):
             llm (:obj:`BaseLanguageModel`, optional):
-            delegation: (:obj:`bool`, :obj:`Sequence[MotleyAgentAbstractParent]`, optional):
             tools (:obj:`Sequence[MotleySupportedTool]`, optional):
             prompt (:obj:`ChatPromptTemplate`, :obj:`Sequence[ChatPromptTemplate]`, optional):
             require_tools (bool):
@@ -141,7 +136,6 @@ def from_function(
 
         def agent_factory(tools: dict[str, MotleyTool]):
             langchain_tools = [t.to_langchain_tool() for t in tools.values()]
-            # TODO: feed description into the agent's prompt
             agent = function(llm=llm, tools=langchain_tools, prompt=prompt)
             agent_executor = AgentExecutor(
                 agent=agent,

motleycrew/agents/langchain/react.py

@@ -1,4 +1,5 @@
 """ Module description"""
+
 from typing import Sequence
 
 from langchain import hub
@@ -14,13 +15,13 @@ class ReactMotleyAgent(LangchainMotleyAgent):
     def __new__(
         cls,
         tools: Sequence[MotleySupportedTool],
-        description: str = "",  # gets ignored at the moment
+        description: str | None = None,
         name: str | None = None,
         prompt: str | None = None,
         llm: BaseLanguageModel | None = None,
         verbose: bool = False,
     ):
-        """ Description
+        """Description
 
         Args:
             tools (Sequence[MotleySupportedTool]):

motleycrew/agents/langchain/tool_calling_react.py

@@ -220,7 +220,7 @@ class ReActToolCallingAgent(LangchainMotleyAgent):
     def __new__(
         cls,
         tools: Sequence[MotleySupportedTool],
-        goal: str = "",  # gets ignored at the moment
+        description: str | None = None,
         name: str | None = None,
         prompt: ChatPromptTemplate | Sequence[ChatPromptTemplate] | None = None,
         with_history: bool = False,
@@ -231,14 +231,14 @@ def __new__(
 
         Args:
             tools (Sequence[MotleySupportedTool]):
-            goal (:obj:`str`, optional):
+            description (:obj:`str`, optional):
             name (:obj:`str`, optional):
             prompt (:obj:ChatPromptTemplate`, :obj:`Sequence[ChatPromptTemplate]', optional):
             llm (:obj:`BaseLanguageModel`, optional):
             verbose (:obj:`bool`, optional):
         """
         return cls.from_function(
-            description=goal,
+            description=description,
             name=name,
             llm=llm,
             tools=tools,

motleycrew/agents/llama_index/llama_index.py

@@ -1,4 +1,5 @@
 """ Module description """
+
 from typing import Any, Optional, Sequence
 
 try:
@@ -9,8 +10,6 @@
 from langchain_core.runnables import RunnableConfig
 
 from motleycrew.agents.parent import MotleyAgentParent
-from motleycrew.agents.abstract_parent import MotleyAgentAbstractParent
-from motleycrew.tasks import TaskUnit
 from motleycrew.common import MotleySupportedTool
 from motleycrew.common import MotleyAgentFactory
 from motleycrew.common.utils import ensure_module_is_installed
@@ -19,16 +18,16 @@
 class LlamaIndexMotleyAgent(MotleyAgentParent):
     def __init__(
         self,
-        description: str,
+        description: str | None = None,
         name: str | None = None,
         agent_factory: MotleyAgentFactory | None = None,
         tools: Sequence[MotleySupportedTool] | None = None,
         verbose: bool = False,
     ):
-        """ Description
+        """Description
 
         Args:
-            description (str):
+            description (:obj:`str`, optional):
             name (:obj:`str`, optional):
             agent_factory (:obj:`MotleyAgentFactory`, optional):
             tools (:obj:`Sequence[MotleySupportedTool]`, optional):
@@ -48,7 +47,7 @@ def invoke(
         config: Optional[RunnableConfig] = None,
         **kwargs: Any,
     ) -> Any:
-        """ Description
+        """Description
 
         Args:
             task_dict (dict):
@@ -59,33 +58,30 @@ def invoke(
             Any:
         """
         self.materialize()
-
-        prompt = task_dict.get("prompt")
-        if not prompt:
-            raise ValueError("Task must have a prompt")
+        prompt = self.compose_prompt(task_dict, task_dict.get("prompt"))
 
         output = self.agent.chat(prompt)
         return output.response
 
     @staticmethod
     def from_agent(
         agent: AgentRunner,
-        goal: str,
+        description: Optional[str] = None,
         tools: Sequence[MotleySupportedTool] | None = None,
         verbose: bool = False,
     ) -> "LlamaIndexMotleyAgent":
-        """ Description
+        """Description
 
         Args:
             agent (AgentRunner):
-            goal (str):
+            description (:obj:`str`, optional):
             tools (:obj:`Sequence[MotleySupportedTool]`, optional):
             verbose (:obj:`bool`, optional):
 
         Returns:
             LlamaIndexMotleyAgent:
         """
         ensure_module_is_installed("llama_index")
-        wrapped_agent = LlamaIndexMotleyAgent(description=goal, tools=tools, verbose=verbose)
+        wrapped_agent = LlamaIndexMotleyAgent(description=description, tools=tools, verbose=verbose)
         wrapped_agent._agent = agent
         return wrapped_agent

motleycrew/agents/llama_index/llama_index_react.py

@@ -1,4 +1,5 @@
 """ Module description """
+
 from typing import Sequence
 
 try:
@@ -9,7 +10,6 @@
     LLM = object
 
 from motleycrew.agents.llama_index import LlamaIndexMotleyAgent
-from motleycrew.agents.abstract_parent import MotleyAgentAbstractParent
 from motleycrew.tools import MotleyTool
 from motleycrew.common import MotleySupportedTool
 from motleycrew.common import LLMFramework
@@ -21,16 +21,16 @@
 class ReActLlamaIndexMotleyAgent(LlamaIndexMotleyAgent):
     def __init__(
         self,
-        description: str,
+        description: str | None = None,
         name: str | None = None,
         tools: Sequence[MotleySupportedTool] | None = None,
         llm: LLM | None = None,
         verbose: bool = False,
     ):
-        """ Description
+        """Description
 
         Args:
-            description (str):
+            description (:obj:`str`, optional):
             name (:obj:`str`, optional):
             tools (:obj:`Sequence[MotleySupportedTool]`, optional):
             llm (:obj:`LLM`, optional):
@@ -42,7 +42,6 @@ def __init__(
 
         def agent_factory(tools: dict[str, MotleyTool]):
             llama_index_tools = [t.to_llama_index_tool() for t in tools.values()]
-            # TODO: feed description into the agent's prompt
             callbacks = get_default_callbacks_list(LLMFramework.LLAMA_INDEX)
             agent = ReActAgent.from_tools(
                 tools=llama_index_tools,