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Adding custom caching

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This commit is contained in:
João Moura
2024-03-22 23:26:53 -03:00
parent d05dcac16f
commit 5977c442b1
10 changed files with 3273 additions and 439 deletions
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35
src/crewai/tools/tool_usage.py
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@@ -29,6 +29,7 @@ class ToolUsage:
task: Task being executed.
tools_handler: Tools handler that will manage the tool usage.
tools: List of tools available for the agent.
original_tools: Original tools available for the agent before being converted to BaseTool.
tools_description: Description of the tools available for the agent.
tools_names: Names of the tools available for the agent.
function_calling_llm: Language model to be used for the tool usage.
@@ -38,6 +39,7 @@ class ToolUsage:
self,
tools_handler: ToolsHandler,
tools: List[BaseTool],
original_tools: List[Any],
tools_description: str,
tools_names: str,
task: Any,
@@ -53,6 +55,7 @@ class ToolUsage:
self.tools_description = tools_description
self.tools_names = tools_names
self.tools_handler = tools_handler
self.original_tools = original_tools
self.tools = tools
self.task = task
self.action = action
@@ -111,7 +114,7 @@ class ToolUsage:
result = None
if self.tools_handler:
if self.tools_handler.cache:
result = self.tools_handler.cache.read(
tool=calling.tool_name, input=calling.arguments
)
@@ -159,7 +162,25 @@ class ToolUsage:
return self.use(calling=calling, tool_string=tool_string)
if self.tools_handler:
self.tools_handler.on_tool_use(calling=calling, output=result)
should_cache = True
print("FORA")
print(tool)
original_tool = next(
(ot for ot in self.original_tools if ot.name == tool.name), None
)
if (
hasattr(original_tool, "cache_function")
and original_tool.cache_function
):
print("CARALHOOOO")
print(original_tool.cache_function)
should_cache = original_tool.cache_function(
calling.arguments, result
)
self.tools_handler.on_tool_use(
calling=calling, output=result, should_cache=should_cache
)
self._printer.print(content=f"\n\n{result}\n", color="yellow")
self._telemetry.tool_usage(
@@ -248,12 +269,12 @@ class ToolUsage:
model=model,
instructions=dedent(
"""\
The schema should have the following structure, only two keys:
- tool_name: str
- arguments: dict (with all arguments being passed)
The schema should have the following structure, only two keys:
- tool_name: str
- arguments: dict (with all arguments being passed)
Example:
{"tool_name": "tool name", "arguments": {"arg_name1": "value", "arg_name2": 2}}""",
Example:
{"tool_name": "tool name", "arguments": {"arg_name1": "value", "arg_name2": 2}}""",
),
max_attemps=1,
)