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add data_desc to tool recommendation

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This commit is contained in:
lidanyang 2023-11-30 14:08:59 +08:00
parent 41c507aa6e
commit ae7fecd201
1 changed files with 5 additions and 3 deletions
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8
metagpt/actions/write_analysis_code.py
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@ -120,13 +120,14 @@ class WriteCodeWithTools(BaseWriteAnalysisCode):
return json.dumps(valid_tools)
async def _tool_recommendation(
self, task: str, code_steps: str, available_tools: list
self, task: str, data_desc: str, code_steps: str, available_tools: list
) -> list:
"""
Recommend tools for each step of the specified task
Args:
task (str): the task description
data_desc (str): the description of the dataset for the task
code_steps (str): the code steps to generate the full code for the task
available_tools (list): the available tools for the task
@ -135,6 +136,7 @@ class WriteCodeWithTools(BaseWriteAnalysisCode):
"""
prompt = TOOL_RECOMMENDATION_PROMPT.format(
task=task,
data_desc=data_desc,
code_steps=code_steps,
available_tools=available_tools,
)
@ -166,7 +168,7 @@ class WriteCodeWithTools(BaseWriteAnalysisCode):
)
recommend_tools = self._parse_recommend_tools(task_type, recommend_tools)
specific_prompt = ML_SPECIFIC_PROMPT.get(task_type, "")
special_prompt = ML_SPECIFIC_PROMPT.get(task_type, "")
module_name = ML_MODULE_MAP[task_type]
output_desc = TOOL_OUTPUT_DESC.get(task_type, "")
all_tasks = ""
@ -184,7 +186,7 @@ class WriteCodeWithTools(BaseWriteAnalysisCode):
all_tasks=all_tasks,
completed_code=completed_code,
data_desc=data_desc,
special_prompt=specific_prompt,
special_prompt=special_prompt,
code_steps=task_guide,
module_name=module_name,
output_desc=output_desc,