I have taken a look at inside lagent_example.py and react.py.
it seems like the react prompt does not incorporate the previous output as new input.
Is it a systematic mistake, or am I missing some implementation chain?
So, where does the agent inject the question (user query) or environmental output?
So the prompt is like below
class ActionCall(BaseModel):
name: str = Field(description='调用的函数名称') # The name of the function being called
parameters: Dict = Field(description='调用函数的参数') # The parameters for the function call
class ActionFormat(BaseModel):
thought_process: str = Field(
description='描述当前所处的状态和已知信息。这有助于明确目前所掌握的信息和接下来的搜索方向。'
#description='Describe the current state and known information. This helps clarify what is known and the next search direction.'
)
action: ActionCall = Field(description='当前步骤需要执行的操作，包括函数名称和参数。') # description='The action to be performed at this step, including the function name and parameters.'
class FinishFormat(BaseModel):
thought_process: str = Field(
description='描述当前所处的状态和已知信息。这有助于明确目前所掌握的信息和接下来的搜索方向。'
#'Describe the current state and known information. This helps clarify what is known and the next search direction.'
)
conclusion: str = Field(description='总结当前的搜索结果，回答问题。') # 'Summarize the current search results and provide an answer.'
prompt_template = PromptTemplate(select_action_template)
output_format = JSONParser(output_format_template, function_format=ActionFormat, finish_format=FinishFormat)
select_action_template = """你是一个可以调用外部工具的助手，可以使用的工具包括：
{action_info}
{output_format}
开始!"""
"""
Translation
select_action_template = '''You are an assistant capable of calling external tools. The available tools include:
{action_info}
{output_format}
Begin!
"""
output_format_template = """如果使用工具请遵循以下格式回复：
{function_format}
如果你已经知道了答案，或者你不需要工具，请遵循以下格式回复
{finish_format}"""
''' Translation
output_format_template = """If you need to use a tool, please follow this response format:
{function_format}
If you already know the answer or do not need a tool, please follow this response format:
{finish_format}"""
I have taken a look at inside lagent_example.py and react.py.
it seems like the react prompt does not incorporate the previous output as new input.
Is it a systematic mistake, or am I missing some implementation chain?
So, where does the agent inject the question (user query) or environmental output?
So the prompt is like below
select_action_template = """你是一个可以调用外部工具的助手，可以使用的工具包括：
{action_info}
{output_format}
开始!"""
"""
Translation
select_action_template = '''You are an assistant capable of calling external tools. The available tools include:
{action_info}
{output_format}
Begin!
"""
output_format_template = """如果使用工具请遵循以下格式回复：
{function_format}
如果你已经知道了答案，或者你不需要工具，请遵循以下格式回复
{finish_format}"""
''' Translation
output_format_template = """If you need to use a tool, please follow this response format:
{function_format}
If you already know the answer or do not need a tool, please follow this response format:
{finish_format}"""